Integrated Polymeric Sensors in Heart and Blood Vessel Monitoring: A Review
Abstract
1. Introduction
- To analyze the achievements in cardiovascular system stents containing biometric parameter polymer sensors;
- To demonstrate the critical role of polymers in the development of stents;
- To inform the scientific community, physicians, and polymer developers about the innovative equipment.
2. Methods of Investigation
- Polymers applied in force sensor manufacturing.
- Materials to improve the properties of polymer-based force sensors.
- Polymers’ role in “smart stent” elaboration.
- Polymer-based microsensors for cardiovascular monitoring.
- Biodegradable polymers used in force sensor manufacturing for “smart stents”.
3. Principles and Fundamentals
4. Polymers Applied in Force Sensor Applications
4.1. Materials to Improve Polymer-Based Force Sensors Properties
4.2. Polymer Role in “Smart Stent” Elaboration
4.3. Biodegradable Polymer Used in Force Sensors for “Smart Stent”
4.4. The Polymer-Based Microsensors for Cardiovascular Monitoring
5. Discussion and Conclusions
- Pulse registration,
- Blood pressure measurement,
- Tissue movement measurement,
- Micro-deformation detection,
- ECG and EMG data collection.
- Implantable devices are a potential unwanted source of health status complications;
- Short-term postoperative monitoring requires temporary implantable devices that are subsequently removed from the body and pose additional risks.
- Biodegradable devices for short-term monitoring;
- Long-term devices with reliable long-term functioning;
- Supporting equipment for implantable health monitoring devices.
- Biocompatible polymers;
- A combination of polymers resulting in better application and device performance;
- A combination with nanostructures to improve device performance.
- For personal self-monitoring systems, which can be implanted or integrated into wearable gadgets, with data collection and monitoring from the medical institution;
- systems utilizing AI and ML, which do not require exceptional accuracy, due to recommendation-type devices at the level of monitoring required by the health condition;
- Ultrasonic communication for data collection;
- Other types of sensors incorporated into cardiovascular stents or devices for healthcare personnel, dependent on health status.
- Machine learning algorithms, AI, and IoT are essential tools being analyzed to support long-term cardiovascular care through real-time monitoring and database collection for further research;
- The health status information collected from implanted devices with sensors, whose parameters can be read remotely.
- Implanted biodegradable sensors to monitor postoperative conditions in the short term;
- Long-term or lifelong stents with force sensors that maintain the quality of parameter recording throughout the entire period.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
Abbreviations
| AA | Acrylic acid |
| AAO | Alumina template |
| ADSP | Acetylated di-starch phosphate |
| AI | Artificial intelligence |
| AlN | Aluminum nitride |
| Ag@OH-f MWCNTs | Nanosilver (Ag)-coated hydroxyl-functionalized multi-walled carbon nanotubes |
| AgNWs | Silver nanowires |
| BCMC | Bias-free cardiac monitoring capsule |
| BPTT | Brachial artery transit time |
| CB | Carbon black |
| CIPs | Carbonyl iron particles |
| CNDs | Carbon nanodots |
| CPI | Colorless polyimide |
| CuNPs | Copper metal nanoparticles |
| CYTOP | Fluorinated polymer passivation |
| CVD | Cardiovascular diseases |
| DES | Ionic deep eutectic solvents |
| DBRPTT | Transit time difference between the radial and the brachial artery |
| EB | Elastic band |
| ECG | Electrocardiogram |
| EMG | Electromyography |
| [Emim]Ac | 1-ethyl-3-methyl imidazolium acetate |
| FEP | Fluorinated ethylene propylene |
| FSS | Functionalized silk sericin |
| GF | Gauge factor |
| G | Graphene |
| GMA | Glycidyl methacrylate |
| GNPs | Graphene nanoplatelets |
| GO | Graphene oxide |
| GPANI/PVB | Polyaniline-graphene/polyvinyl butyral film |
| GOPS | (3-glycidyl oxy propyl) trimethoxysilane |
| HG-TENG | Hydroxyethyl cellulose (HEC) and gelatin-based TENG |
| HF | Heart failure |
| HDL | High-density lipoprotein |
| HPFS | Hydrogel-based polymer fiber strain |
| HSPS | Hierarchical self-powered pressure sensor |
| ISFET | Ion-sensitive field-effect transistor |
| ITO | Indium tin oxide |
| IVC | Inferior vena cava |
| Kapton (PI) | Kapton poliimide |
| LBG | Locust bean gum |
| MC | Methylcellulose |
| MW-STENGs | Macro-micro-wrinkled stretchable TENGs |
| MEMS | Micro-electromechanical systems |
| MWCNTs | Multi-walled carbon nanotubes |
| PTFE | Polytetrafluoroethylene |
| PPy/MWCNT/PU | Polypyrrole/multi-walled carbon nanotube/polyurethane |
| NHMS | Nitinol health monitor sensor |
| NFs | Nanofibers |
| NPs | Metal oxide nanoparticles |
| OCMC | Oxidized sodium carboxymethyl cellulose |
| PAAm | Poly(acryl amide) |
| PANI | Polyaniline |
| PCL | Poly(ɛ-caprolactone) |
| PDA | Polydopamine |
| [P(DPP2ODT2-T)] | Poly{3-([2,2′:5′,2″-terthiophen]-5-yl)-2,5-bis(2-octyldodecyl)-2,5-dihydropyrrolo [3,4-c]pyrrole-1,4-dione-6,5″-diyl} |
| PDMS | Polydimethylsiloxane |
| PEDOT: PSS | Poly(3,4-ethylenedioxythiophene): poly (styrene-sulfonate) |
| PMMA | Poly (methyl methacrylate) |
| Pebax | Poly-ether-b-amide |
| PEI | Polyethyleneimine |
| Pebax | Poly(ether-b-amide) |
| PEN | Polyethylenenaphthalene |
| PET | Polyethylene terephthalate |
| PI | Polyimide |
| PHMG | Poly(hexamethylene biguanide) hydrochloride |
| PLA | Polylactic acid |
| PP | Polypropylene |
| PU | Polyurethane |
| PVA | Poly(vinyl alcohol) |
| PVDF | Poly(vinylidene fluoride) |
| PVC | Polyvinyl chloride |
| rGO | Reduced graphene oxide |
| RPTT | Radial artery transit time |
| SA | Sodium alginate |
| SGS | Sodium alginate (SA)/gelatin (GE) sponge |
| SLG | Single layer graphene |
| SMS | Single-mode–multi-mode–single-mode |
| SCMC | Sodium carboxymethyl cellulose |
| SPB | Starch/PVA/borax |
| SPOFs | Stretchable polymer-based optical fibers |
| SBMA | 2-(methacryloyloxy)ethyl]dimethyl-(3-sulfopropyl) ammonium hydroxide |
| SF | Silk fibroin |
| SWCNT | Single-walled carbon nanotubes |
| SF@MXene | Silk fibroin@Ti3C2Tx MXene |
| TA@CNCs | Tannic acid-coated cellulose nanocrystal |
| TPU | Thermoplastic polyurethane |
| UCNPs | Thermal-sensitive upconverted nanoparticles |
| WVTR | Water vapor transmission rate |
References
- Sajjad, M.W.; Muzamil, F.; Sabir, M.; Ashfaq, U.A. Regenerative Medicine and Nanotechnology Approaches against Cardiovascular Diseases: Recent Advances and Future Prospective. Curr. Stem Cell Res. Ther. 2025, 20, 50–71. [Google Scholar] [CrossRef]
- Woodruff, R.C.; Tong, X.; Khan, S.S.; Shah, N.S.; Jackson, S.L.; Loustalot, F.; Vaughan, A.S. Trends in Cardiovascular Disease Mortality Rates and Excess Deaths, 2010–2022. Am. J. Prev. Med. 2024, 66, 582–589. [Google Scholar] [CrossRef]
- Zhao, B.; Gan, L.; Graubard, B.I.; Männistö, S.; Fang, F.; Weinstein, S.J.; Liao, L.M.; Sinha, R.; Chen, X.; Albanes, D.; et al. Plant and Animal Fat Intake and Overall and Cardiovascular Disease Mortality. JAMA Intern. Med. 2024, 184, 1234–1245. [Google Scholar] [CrossRef]
- Attiq, A.; Afzal, S.; Ahmad, W.; Kandeel, M. Hegemony of inflammation in atherosclerosis and coronary artery disease. Eur. J. Pharmacol. 2024, 966, 176338. [Google Scholar] [CrossRef]
- Oyunbaatar, N.E.; Kim, D.S.; Shanmugasundaram, A.; Kim, S.H.; Jeong, Y.J.; Jo, J.; Kwon, K.; Choi, E.; Lee, D.W. Implantable Self-Reporting Stents for Detecting In-Stent Restenosis and Cardiac Functional Dynamics. ACS Sens. 2023, 8, 4542–4553. [Google Scholar] [CrossRef]
- Udris, A.S.; Niculescu, A.-G.; Grumezescu, A.M.; Bădilă, E.; Vitoria, B.; Gay, J.C.; Mendiguren, A.E.; Carrillo, L.J.Q. Cardiovascular Stents: A Review of Past, Current, and Emerging Devices. Materials 2021, 14, 2498. [Google Scholar] [CrossRef] [PubMed]
- Udriște, A.S.; Burdușel, A.C.; Niculescu, A.G.; Rădulescu, M.; Grumezescu, A.M. Coatings for Cardiovascular Stents—An Up-to-Date Review. Int. J. Mol. Sci. 2024, 25, 1078. [Google Scholar] [CrossRef] [PubMed]
- Zhang, K.; Liang, W.; Chen, X.-B.; Mang, J. Smart Materials Strategy for Vascular Challenges Targeting In-Stent Restenosis: A Critical Review. Regen. Biomater. 2025, 12, rbaf020. [Google Scholar] [CrossRef] [PubMed]
- Park, J.; Seo, B.; Jeong, Y.; Park, I. A Review of Recent Advancements in Sensor-Integrated Medical Tools. Adv. Sci. 2024, 11, 2307427. [Google Scholar] [CrossRef]
- Hashemi, M.; Ghasemi, I.; Omrani, A.; Rostami, A.; Durán-Valle, C.J.; Qandalee, M. Biodegradable Shape Memory Nanocomposites Based on PCL/PPC/Graphene: As a Proposal Material for Cardiovascular Stent. J. Polym. Environ. 2025, 33, 2464–2479. [Google Scholar] [CrossRef]
- Jalandhra, G.K.; Srethbhakdi, L.; Davies, J.; Nguyen, C.C.; Phan, P.T.; Och, Z.; Ashok, A.; Lim, K.S.; Phan, H.-P.; Do, T.N.; et al. Materials Advances in Devices for Heart Disease Interventions. Adv. Mater. 2025, 37, 2420114. [Google Scholar] [CrossRef]
- Im, S.H.; Im, D.H.; Park, S.J.; Jung, Y.; Kim, D.H.; Kim, S.H. Current status and future direction of metallic and polymeric materials for advanced vascular stents. Prog. Mater. Sci. 2022, 126, 100922. [Google Scholar] [CrossRef]
- Tang, C.; Liu, Z.; Li, L. Mechanical Sensors for Cardiovascular Monitoring: From Battery-Powered to Self-Powered. Biosensors 2022, 12, 651. [Google Scholar] [CrossRef]
- Amobonye, A.; Lalung, J.; Mheta, G.; Pillai, S. Writing a Scientific Review Article: Comprehensive Insights for Beginners. Sci. World J. 2024, 2024, 7822269. [Google Scholar] [CrossRef]
- Wu, Y.; Liu, Z.; Fan, Y. Biomedical Applications of Bioresorbable Mechanical Sensors. Adv. Funct. Mater. 2025, e13422. [Google Scholar] [CrossRef]
- Herbert, R. Wireless vascular bioelectronic systems with printed soft sensors and flexible electronic stents. In Soft Mechatronics and Wearable Systems, Proceedings of the SPIE Smart Structures + Nondestructive Evaluation 2024, Long Beach, CA, USA, 25–28 March 2024; SPIE Digital Library: Washington, DC, USA, 2024; Volume 12948C, pp. 56–62. [Google Scholar] [CrossRef]
- Amreen, K.; Goel, S. Smart Polymers in Flexible Devices. In Specialty Polymers; CRC Press: Boca Raton, FL, USA, 2023; pp. 459–472. [Google Scholar] [CrossRef]
- Ban, S.; Lee, H.; Chen, J.; Kim, H.S.; Hu, Y.; Cho, S.J.; Yeo, W.H. Recent advances in implantable sensors and electronics using printable materials for advanced healthcare. Biosens. Bioelectron. 2024, 257, 116302. [Google Scholar] [CrossRef]
- Zhang, X.; Tang, W.; Yang, D.; Ma, J.; Li, X.; Tian, G. The latest advances in two-way shape memory polymers: Fabrication strategies, programming mechanisms, and emerging applications. Chem. Eng. J. 2025, 521, 166372. [Google Scholar] [CrossRef]
- Zhang, S.; Shao, Z.; Wu, Y.; Song, Y.; He, Y.; Liu, Z.; Fu, X.; Wang, L. The cardiac electrophysiology-inspired patches for repairing myocardial infarction: A review. Smart Mater. Med. 2025, 6, 108–119. [Google Scholar] [CrossRef]
- Sareło, P.; Sobieszczańska, B.; Wysokińska, E.; Gąsior-Głogowska, M.; Kałas, W.; Podbielska, H.; Wawrzyńska, M.; Kopaczyńska, M. In vitro examinations of the anti-inflammatory interleukin functionalized polydopamine based biomaterial as a potential coating for cardiovascular stents. Biocybern. Biomed. Eng. 2023, 43, 369–385. [Google Scholar] [CrossRef]
- Hertault, A.; Chai, F.; Maton, M.; Sobocinski, J.; Woisel, P.; Maurel, B.; Lyskawa, J.; Blanchemain, N. In vivo evaluation of a pro-healing polydopamine coated stent through an in-stent restenosis rat model. Biomater. Sci. 2021, 9, 212–220. [Google Scholar] [CrossRef] [PubMed]
- Wang, J.; Lu, B.; Yin, G.; Liu, L.; Yang, P.; Huang, N.; Zhao, A. Design and Fabrication of Environmentally Responsive Nanoparticles for the Diagnosis and Treatment of Atherosclerosis. ACS Biomater. Sci. Eng. 2024, 10, 1190–1206. [Google Scholar] [CrossRef]
- Arora, R.; Mohanta, M.; Jaiswal, S.; Thirugnanam, A.; Mohanta, P. An overview of polymer-based-bioresorbable drug-eluting stents. Innov. Emerg. Technol. 2024, 11, 2430002. [Google Scholar] [CrossRef]
- Yeazel, T.R.; Becker, M.L. Advancing Toward 3D Printing of Bioresorbable Shape Memory Polymer Stents. Biomacromolecules 2020, 21, 3957–3965. [Google Scholar] [CrossRef] [PubMed]
- Yasmin, F.; Vafadar, A.; Tolouei-Rad, M. Application of Additive Manufacturing in the Development of Polymeric Bioresorbable Cardiovascular Stents: A Review. Adv. Mater. Technol. 2025, 10, 2400210. [Google Scholar] [CrossRef]
- Joseph, T.M.; Thomas, M.G.; Mahapatra, D.K.; Unni, A.B.; Kianfar, E.; Haponiuk, J.T.; Thomas, S. Adaptive and intelligent polyurethane shape-memory polymers enabling next-generation biomedical platforms. Case Stud. Chem. Environ. Eng. 2025, 11, 101165. [Google Scholar] [CrossRef]
- Amin, M.; Farsangi, A.; Reza, M.; Ahari, M.F.; Mirsayar, M. Magnetic shape memory polymers: A state-of-the-art review. Smart Mater. Struct. 2025, 34, 053001. [Google Scholar] [CrossRef]
- Kim, Y.B.; Song, H.; Kim, S.; Chun, H.J. 4D printing of magneto-responsive shape memory nano-composite for stents. Smart Mater. Struct. 2024, 33, 105004. [Google Scholar] [CrossRef]
- Yeazel, T.R.; Davis, A.G.; Becker, L.M. Thiol-ene-Based 3D Printing of Bi oresorbable Fumarate-Based ABA Triblock Copolyester Elastomers. Adv. Mater. Technol. 2023, 8. [Google Scholar] [CrossRef]
- Kumar, V.; Babbar, A.; Sharma, A.; Kumar, R.; Tyagi, A. Polymer 3D Bioprinting for Bionics and Tissue Engineering Applications. In Additive Manufacturing of Polymers for Tissue Engineering; CRC Press: Boca Raton, FL, USA, 2022; pp. 17–39. [Google Scholar] [CrossRef]
- Babbar, A.; Kumar, R.; Dhavan, V.; Ranjan, N.; Sharma, A. Additive Manufacturing of Polymers for Tissue Engineering—Fundamentals, Application and Future Advancements. CRC Press: Boca Raton, FL, USA, 2023. [Google Scholar]
- Parisi, O.I.; Curcio, M.; Puoci, F. Polymer Chemistry and Synthetic Polymers. In Advanced Polymers in Medicine; Springer: Cham, Switzerland, 2015; pp. 1–31. [Google Scholar] [CrossRef]
- Mansuri, S.S.; Patil, H.S.; Nunse, D.K.; Jumde, S.M.; Gupta, P.R.; Talele, S.G.; Borse, L.B. Polymer and Plastic Fundamentals and Its Connecting with Current Environmental, Biomedical, and Pharmaceutical Engineering. In Sustainability in Polymer Technology and Plastic Engineering; Apple Academic Press: Burlington, ON, Canada, 2025; pp. 117–255. [Google Scholar] [CrossRef]
- Sajjad, R.; Chauhdary, S.T.; Anwar, M.T.; Zahid, A.; Khosa, A.A.; Imran, M.; Sajjad, M.H. A review of 4D printing—Technologies, shape shifting, smart polymer based materials, and biomedical applications. Adv. Ind. Eng. Polym. Res. 2024, 7, 20–36. [Google Scholar] [CrossRef]
- Hasirci, V.; Hasirci, N.; Biomaterials, P.A. Fundamentals of Biomaterials; Springer: Cham, Switzerland, 2024; pp. 83–101. [Google Scholar] [CrossRef]
- Wang, L.; Oyunbaatar, N.E.; Jeong, Y.J.; Lee, H.; Won, Y.; Jeong, I.S.; Kayumov, M.; Obiweluozor, F.O.; Kim, D.S.; Lee, D.W. The PolyCraft Polymer–Metal Hybrid Smart Stent System: The Future of Cardiovascular Blood Pressure Management. Adv. Funct. Mater. 2024, 34, 2408022. [Google Scholar] [CrossRef]
- Kirimi, M.T.; Hoare, D.; Holsgrove, M.; Czyzewski, J.; Mirzai, N.; Mercer, J.R.; Neale, S.L.; Kirimi, M.T.; Neale, S.L.; Hoare, D.; et al. Detection of Blood Clots Using a Whole Stent as an Active Implantable Biosensor. Adv. Sci. 2024, 11, 2304748. [Google Scholar] [CrossRef] [PubMed]
- Cricco, R.; Segreti, A.; Ferro, A.; Beato, S.; Castaldo, G.; Ciancio, M.; Sacco, F.M.; Pennazza, G.; Ussia, G.P.; Grigioni, F. Advancements in Sensor Technology for Monitoring and Management of Chronic Coronary Syndrome. Sensors 2025, 25, 4585. [Google Scholar] [CrossRef]
- Green, R.A.; Lovell, N.H.; Wallace, G.G.; Poole-Warren, L.A. Conducting polymers for neural interfaces: Challenges in developing an effective long-term implant. Biomaterials 2008, 29, 3393–3399. [Google Scholar] [CrossRef]
- Liu, Y.; Feig, V.R.; Bao, Z. Conjugated Polymer for Implantable Electronics toward Clinical Application. Adv. Healthc. Mater. 2021, 10, 2001916. [Google Scholar] [CrossRef]
- Zhang, P.; Zhu, B.; Du, P.; Travas-Sejdic, J. Electrochemical and Electrical Biosensors for Wearable and Implantable Electronics Based on Conducting Polymers and Carbon-Based Materials. Chem. Rev. 2024, 124, 722–767. [Google Scholar] [CrossRef]
- Nezakati, T.; Seifalian, A.; Tan, A.; Seifalian, A.M. Conductive Polymers: Opportunities and Challenges in Biomedical Applications. Chem. Rev. 2018, 118, 6766–6843. [Google Scholar] [CrossRef]
- Chen, S.; Zhang, Y.; Li, Y.; Wang, P.; Hu, D. Recent development of flexible force sensors with multiple environmental adaptations. Nano Energy 2024, 124, 109443. [Google Scholar] [CrossRef]
- Gao, W.; Yu, C. Wearable and Implantable Devices for Healthcare. Adv. Healthc. Mater. 2021, 10, 2101548. [Google Scholar] [CrossRef]
- Shen, Y.; Yu, X.; Cui, J.; Yu, F.; Liu, M.; Chen, Y.; Wu, J.; Sun, B.; Mo, X. Development of Biodegradable Polymeric Stents for the Treatment of Cardiovascular Diseases. Biomolecules 2022, 12, 1245. [Google Scholar] [CrossRef] [PubMed]
- Zong, J.; He, Q.; Liu, Y.; Qiu, M.; Wu, J.; Hu, B. Advances in the development of biodegradable coronary stents: A translational perspective. Mater. Today Bio 2022, 16, 100368. [Google Scholar] [CrossRef] [PubMed]
- Park, J.; Kim, J.K.; Park, S.A.; Lee, D.W. Biodegradable polymer material based smart stent: Wireless pressure sensor and 3D printed stent. Microelectron. Eng. 2019, 206, 1–5. [Google Scholar] [CrossRef]
- Tetali, S.S.V.; Fricker, A.T.R.; van Domburg, Y.A.; Roy, I. Intelligent biomaterials for cardiovascular applications. Curr. Opin. Biomed. Eng. 2023, 28, 100474. [Google Scholar] [CrossRef]
- Udriște, A.S.; Burdușel, A.C.; Niculescu, A.G.; Rădulescu, M.; Grumezescu, A.M. Metal-based nanoparticles for cardiovascular diseases. Int. J. Mol. Sci. 2024, 25, 1001. [Google Scholar] [CrossRef]
- Mondal, S. Additive Manufacturing of Polymers for Biomedical Applications. In Additive Manufacturing Processes in Biomedical Engineering; CRC Press: Boca Raton, FL, USA, 2022; pp. 99–115. [Google Scholar] [CrossRef]
- Shakibania, S.; Ghazanfari, L.; Raeeszadeh-Sarmazdeh, M.; Khakbiz, M. Medical application of biomimetic 4D printing. Drug Dev. Ind. Pharm. 2021, 47, 521–534. [Google Scholar] [CrossRef]
- Ning, C.; Zhou, Z.; Tan, G.; Zhu, Y.; Mao, C. Electroactive polymers for tissue regeneration: Developments and perspectives. Prog. Polym. Sci. 2018, 81, 144–162. [Google Scholar] [CrossRef]
- Ershad-Langroudi, A.; Babazadeh, N.; Alizadegan, F.; Mousaei, S.M.; Moradi, G. Polymers for implantable devices. J. Ind. Eng. Chem. 2024, 137, 61–86. [Google Scholar] [CrossRef]
- Liu, J.; Garcia, J.; Leahy, L.M.; Song, R.; Mullarkey, D.; Fei, B.; Dervan, A.; Shvets, I.V.; Stamenov, P.; Wang, W.; et al. 3D Printing of Multifunctional Conductive Polymer Composite Hydrogels. Adv. Funct. Mater. 2023, 33, 2214196. [Google Scholar] [CrossRef]
- Baker, C.; Wagner, K.; Wagner, P.; Officer, D.L.; Mawad, D. Biofunctional conducting polymers: Synthetic advances; challenges, and perspectives towards their use in implantable bioelectronic devices. Adv. Phys. X 2021, 6, 1899850. [Google Scholar] [CrossRef]
- Shen, Y.; Tang, C.; Sun, B.; Zhang, Y.; Sun, X.; El-Newehy, M.; Mo, X. 3D printed personalized, heparinized and biodegradable coronary artery stents for rabbit abdominal aorta implantation. Chem. Eng. J. 2022, 450, 138202. [Google Scholar] [CrossRef]
- Sun, J.; Sun, K.; Bai, K.; Chen, S.; Wang, F.; Zhao, F.; Hu, H. A novel braided biodegradable stent for use in congenital heart disease: Short-term results in porcine iliac artery. J. Biomed. Mater. Res. Part A 2022, 107, 1667–1677. [Google Scholar] [CrossRef]
- Park, J.; Kim, J.K.; Kim, D.S.; Shanmugasundaram, A.; Park, S.A.; Kang, S.; Kim, S.H.; Jeong, M.H.; Lee, D.W. Wireless pressure sensor integrated with a 3D printed polymer stent for smart health monitoring. Sens. Actuators B Chem. 2019, 280, 201–209. [Google Scholar] [CrossRef]
- Suhad, D. Biomaterials for Cardiovascular Applications. In Handbook of Biomaterials for Medical Applications, Volume 2: Applications; Springer: Berlin/Heidelberg, Germany, 2024; pp. 105–139. [Google Scholar] [CrossRef]
- Drexler, P.; Steinbauer, M.; Alsaleem, F.; Ciotola, F.; Pyxaras, S.; Rittger, H.; Buia, V. MEMS Technology in Cardiology: Advancements and Applications in Heart Failure Management Focusing on the CardioMEMS Device. Sensors 2024, 24, 2922. [Google Scholar] [CrossRef]
- Herbert, R.; Lim, H.R.; Rigo, B.; Yeo, W.H. Fully implantable wireless batteryless vascular electronics with printed soft sensors for multiplex sensing of hemodynamics. Sci. Adv. 2022, 8, eabm1175. [Google Scholar] [CrossRef] [PubMed]
- Bajeu, I.T.; Niculescu, A.G.; Scafa-Udriște, A.; Andronescu, E. Intrastent Restenosis: A Comprehensive Review. Int. J. Mol. Sci. 2024, 25, 1715. [Google Scholar] [CrossRef]
- Herbert, R. Abstract 4144093: Stent-Based Sensor System for Wirelessly Monitoring Arterial Stiffness and Restenosis. Circulation 2024, 150, A4144093. [Google Scholar] [CrossRef]
- Yener, U.C.; Toymus, A.T.; Esat, K.; Alem, M.; Beker, L. Passive ultrasonic communication link for deep-tissue sensor implants. Device 2025, 3, 100755. [Google Scholar] [CrossRef]
- Kalra, P.R.; Gogorishvili, I.; Khabeishvili, G.; Málek, F.; Toman, O.; Critoph, C.; Flett, A.S.; Cowburn, P.J.; Mehra, M.R.; Sheridan, W.S.; et al. First-in-Human Implantable Inferior Vena Cava Sensor for Remote Care in Heart Failure: FUTURE-HF. JACC Heart Fail. 2025, 13, 1000–1010. [Google Scholar] [CrossRef]
- Tang, L.; Yang, J.; Wang, Y.; Deng, R. Recent Advances in Cardiovascular Disease Biosensors and Monitoring Technologies. ACS Sens. 2023, 8, 956–973. [Google Scholar] [CrossRef] [PubMed]
- Li, L.; Liu, Y.; Song, C.; Sheng, S.; Yang, L.; Yan, Z.; Hu, D.J.J.; Sun, Q. Wearable Alignment-Free Microfiber-Based Sensor Chip for Precise Vital Signs Monitoring and Cardiovascular Assessment. Adv. Fiber Mater. 2022, 4, 475–486. [Google Scholar] [CrossRef]
- Chun, K.-Y.; Seo, S.; Han, C.-S.; Chun, K.-Y.; Han, C.-S.; Seo, S. A Wearable All-Gel Multimodal Cutaneous Sensor Enabling Simultaneous Single-Site Monitoring of Cardiac-Related Biophysical Signals. Adv. Mater. 2022, 34, 2110082. [Google Scholar] [CrossRef]
- Kwon, S.H.; Dong, L. Flexible sensors and machine learning for heart monitoring. Nano Energy 2022, 102, 107632. [Google Scholar] [CrossRef]
- Mao, P.; Li, H.; Yu, Z. A Review of Skin-Wearable Sensors for Non-Invasive Health Monitoring Applications. Sensors 2023, 23, 3673. [Google Scholar] [CrossRef] [PubMed]
- Hwang, J.C.; Kim, M.; Kim, S.; Seo, H.; An, S.; Jang, E.H.; Han, S.Y.; Kim, M.J.; Kim, N.K.; Cho, S.W.; et al. In situ diagnosis and simultaneous treatment of cardiac diseases using a single-device platform. Sci. Adv. 2022, 8, 897. [Google Scholar] [CrossRef] [PubMed]
- Presti, D.L.; Bianchi, D.; Massaroni, C.; Gizzi, A.; Schena, E. A Soft and Skin-Interfaced Smart Patch Based on Fiber Optics for Cardiorespiratory Monitoring. Biosensors 2022, 12, 363. [Google Scholar] [CrossRef]
- Xu, Z.; Wang, Z.; Wang, J.; Li, K.; Liu, Y.; Ji, X.; Dong, Y.; Zhang, D. A multi-indicator pulse monitoring system based on an ultra-sensitive and stable self-powered wearable triboelectric sensor with assistance of personalized deep learning. Nano Energy 2025, 140, 111039. [Google Scholar] [CrossRef]
- Kaur, A.; Jadaun, S.; Sharma, M.; Gupta, A.; Sapra, G. Single electrode Triboelectric Nanogenerator integrated pacemaker lead for cardiac energy harvesting. Sens. Actuators A Phys. 2025, 390, 116606. [Google Scholar] [CrossRef]
- Park, Y.J.; Kwak, M.S.; Kim, Y.; Na, S.; Chang, Y.; Kim, Y.R.; Cho, H.; Lee, S.; Kim, J.J.; Ko, H. Biodegradable, stretchable, and high-performance triboelectric nanogenerators through interfacial polarization in bilayer structure. Nano Energy 2024, 132, 110411. [Google Scholar] [CrossRef]
- Zhang, Y.; Li, X.; Kim, J.; Tong, Y.; Thompson, E.G.; Jiang, S.; Feng, Z.; Yu, L.; Wang, J.; Ha, D.S.; et al. Thermally Drawn Stretchable Electrical and Optical Fiber Sensors for Multimodal Extreme Deformation Sensing. Adv. Opt. Mater. 2021, 9, 2001815. [Google Scholar] [CrossRef]
- Paramasivam, G.; Palem, V.V.; Meenakshy, S.; Suresh, L.K.; Gangopadhyay, M.; Antherjanam, S.; Sundramoorthy, A.K. Advances on carbon nanomaterials and their applications in medical diagnosis and drug delivery. Colloids Surf. B Biointerfaces 2024, 241, 114032. [Google Scholar] [CrossRef]
- Cheng, M.; Zhu, G.; Zhang, F.; Tang, W.L.; Jianping, S.; Yang, J.Q.; Zhu, L.Y. A review of flexible force sensors for human health monitoring. J. Adv. Res. 2020, 26, 53–68. [Google Scholar] [CrossRef]
- Petronienė, J.J.; Dzedzickis, A.; Morkvėnaitė-Vilkončienė, I.; Bučinskas, V. Flexible strain sensors: Recent progress 2016–2023. Sens. Actuators A Phys. 2024, 366, 114950. [Google Scholar] [CrossRef]
- Zhang, S.; Li, S.; Xia, Z.; Cai, K. A review of electronic skin: Soft electronics and sensors for human health. J. Mater. Chem. B 2020, 8, 852–862. [Google Scholar] [CrossRef]
- Sun, X.; Yao, F.; Li, J. Nanocomposite hydrogel-based strain and pressure sensors: A review. J. Mater. Chem. A Mater. 2020, 8, 18605–18623. [Google Scholar] [CrossRef]
- Alam, F.; Ahmed, M.A.; Jalal, A.H.; Siddiquee, I.; Adury, R.Z.; Hossain, G.M.M.; Pala, N. Recent Progress and Challenges of Implantable Biodegradable Biosensors. Micromachines 2024, 15, 475. [Google Scholar] [CrossRef] [PubMed]
- Omar, R.; Saliba, W.; Khatib, M.; Zheng, Y.; Pieters, C.; Oved, H.; Silberman, E.; Zohar, O.; Hu, Z.; Kloper, V.; et al. Biodegradable, Biocompatible, and Implantable Multifunctional Sensing Platform for Cardiac Monitoring. ACS Sens. 2024, 9, 126–138. [Google Scholar] [CrossRef]
- Huang, C.; Xiao, M.; Li, Z.; Fu, Z.; Shi, R. Bioinspired breathable biodegradable bioelastomer-based flexible wearable electronics for high-sensitivity human-interactive sensing. Chem. Eng. J. 2024, 486, 150013. [Google Scholar] [CrossRef]
- Lee, J.H.; Bae, J.Y.; Kim, Y.N.; Chae, M.; Lee, W.J.; Lee, J.; Kim, I.D.; Hyun, J.K.; Lee, K.S.; Kang, D.; et al. A Fully Biodegradable and Ultra-Sensitive Crack-Based Strain Sensor for Biomechanical Signal Monitoring. Adv. Funct. Mater. 2024, 34, 2406035. [Google Scholar] [CrossRef]
- Rahman, M.; Islam, K.S.; Dip, T.M.; Chowdhury, M.F.M.; Debnath, S.R.; Hasan, S.M.M.; Sakib, M.S.; Saha, T.; Padhye, R.; Houshyar, S. A review on nanomaterial-based additive manufacturing: Dynamics in properties, prospects, and challenges. Prog. Addit. Manuf. 2024, 9, 1197–1224. [Google Scholar] [CrossRef]
- Salari, S.; Sadeghi-Yarandi, M.; Golbabaei, F. An integrated approach to occupational health risk assessment of manufacturing nanomaterials using Pythagorean Fuzzy AHP and Fuzzy Inference System. Sci. Rep. 2024, 14, 180. [Google Scholar] [CrossRef]
- Li, J.; Li, T.; Ma, X.; Su, Z.; Yin, J.; Jiang, X. Light-Induced Programmable 2D Ordered Patterns Based on a Hyperbranched Poly(ether amine) (hPEA)-Functionalized Graphene Film. ACS Appl. Mater. Interfaces 2021, 13, 1704–1713. [Google Scholar] [CrossRef]
- Liu, N.; Lu, Y.; Li, Z.; Zhao, H.; Yu, Q.; Huang, Y.; Yang, J.; Huang, L.; Interfaces, S.W. Morphing, and Coding of Polymer Surfaces by Dynamic Anisotropic Wrinkling. Langmuir 2024, 40, 18837–18856. [Google Scholar] [CrossRef]
- Lin, J.; Fu, R.; Zhong, X.; Yu, P.; Tan, G.; Li, W.; Zhang, H.; Li, Y.; Zhou, L.; Ning, C. Wearable sensors and devices for real-time cardiovascular disease monitoring. Cell Rep. Phys. Sci. 2021, 2, 100541. [Google Scholar] [CrossRef]
- Kaminski, C.; Beardslee, L.A.; Rajani, R. Sensorized Endovascular Technologies: Additional Data to Enhance Decision-Making. Ann. Vasc. Surg. 2024, 99, 105–116. [Google Scholar] [CrossRef]
- Khan, M.S.Z.; Khan, S.U.; Alrumaihi, F.; Alwanian, W.M.; Alharbi, H.O.; Alfifi, S.M.; Makki, L.K.; Sahli, M.; AL-Nafjan, A.A.; Jackson, M. Future of magnetic sensors applications in early prediction of cardiac health status. Curr. Probl. Cardiol. 2025, 50, 103022. [Google Scholar] [CrossRef]
- Sunwoo, S.-H.; Han, S.I.; Park, C.S.; Kim, J.H.; Georgiou, J.S.; Lee, S.-P.; Kim, D.-H.; Hyeon, T. Soft bioelectronics for the management of cardiovascular diseases. Nat. Rev. Bioeng. 2023, 2, 8–24. [Google Scholar] [CrossRef]
- Baburaj, A.; Banerjee, S.; Aliyana, A.K.; Shee, C.; Banakar, M.; Bairagi, S.; Kumar, S.K.N.; Ali, S.W.; Stylios, G.K. Biodegradable based TENGs for self-sustaining implantable medical devices. Nano Energy 2024, 127, 109785. [Google Scholar] [CrossRef]
- Mallegni, N.; Cicogna, F.; Passaglia, E.; Gigante, V.; Coltelli, M.B.; Coiai, S. Natural Antioxidants: Advancing Stability and Performance in Sustainable Biobased and Biodegradable Plastics. Compounds 2025, 5, 4. [Google Scholar] [CrossRef]
- Bai, Y.; Zhou, Y.; Wu, X.; Yin, M.; Yin, L.; Qu, S.; Zhang, F.; Li, K.; Huang, Y.A. Flexible Strain Sensors with Ultra-High Sensitivity and Wide Range Enabled by Crack-Modulated Electrical Pathways. Nano-Micro Lett. 2025, 17, 64. [Google Scholar] [CrossRef] [PubMed]
- Zhang, H.; Liu, S.; Xiao, Y.; Huang, S.; Hu, X.; Chen, W.; Chen, X.; Chen, H.; Zhao, N. A temperature-insensitivity multi-channel strain sensor based on chirped fiber grating loop ring-down structure. Opt. Laser Technol. 2025, 181, 111729. [Google Scholar] [CrossRef]
- Xie, T.; Chen, H.; Xu, Z.; Huang, W.; Fu, H. High Precision Strain Sensing System Based on Optoelectronic Oscillator for Human Pulse Monitoring. IEEE Sens. J. 2025, 25, 6355–6362. [Google Scholar] [CrossRef]
- Abbas, Z.; Hassan, G.; Khan, M.U.; Abbas, H.; Ahmad, B.; Shuja, A.; Sajid, M.; Bae, J.; Choi, C. Polyurethane packed graphene-coated spider silk by dip-casting for a highly stretchable strain sensor. J. Mater. Chem. B 2025, 13, 3437–3447. [Google Scholar] [CrossRef] [PubMed]
- Lee, S.; Lee, Y.; Park, C.; Ro, Y.G.; Kwak, M.S.; Jeong, G.; Park, J.; Lee, H.; Kim, P.K.; Chung, S.I.; et al. Shape-Reconfigurable Crack-Based Strain Sensor with Ultrahigh and Tunable Sensitivity. Adv. Funct. Mater. 2025, 35, 2421812. [Google Scholar] [CrossRef]
- Wang, J.; Liu, S.; Chen, Z.; Shen, T.; Wang, Y.; Yin, R.; Liu, H.; Liu, C.; Shen, C. Ultrasensitive electrospinning fibrous strain sensor with synergistic conductive network for human motion monitoring and human-computer interaction. J. Mater. Sci. Technol. 2025, 213, 213–222. [Google Scholar] [CrossRef]
- Gillum, R.F.; Makuc, D.M.; Feldman, J.J. Pulse rate, coronary heart disease, and death: The NHANES I Epidemiologic Follow-up Study. Am. Heart J. 1991, 121, 172–177. [Google Scholar] [CrossRef]
- Javaid, S.; Fahim, H.; Zeadally, S.; He, B.; Sensors, S.-P. Challenges, Solutions. IEEE Sens. J. 2023, 23, 20483–20509. [Google Scholar] [CrossRef]
- Duan, Z.; Zhang, M.; Jiang, Y.; Yuan, Z.; Tai, H. Emerging electrochemical humidity sensors for zero power consumption and self-powered humidity detection: A perspective. J. Mater. Chem. A Mater. 2024, 12, 14975–14985. [Google Scholar] [CrossRef]
- Zhang, S.; Lin, X.; Wan, J.; Xu, C.; Han, M. Recent Progress in Wearable Self-Powered Biomechanical Sensors: Mechanisms and Applications. Adv. Mater. Technol. 2024, 9, 2301895. [Google Scholar] [CrossRef]
- Tian, G.; Deng, W.; Yang, T.; Zhang, J.; Xu, T.; Xiong, D.; Lan, B.; Wang, S.; Sun, Y.; Ao, Y.; et al. Hierarchical Piezoelectric Composites for Noninvasive Continuous Cardiovascular Monitoring. Adv. Mater. 2024, 36, 2313612. [Google Scholar] [CrossRef]
- Zhao, J.; Fan, X.; Xie, H.; Luo, Y.; Li, Z.; Peng, X.; Tao, G.; Wang, Z.L.; Dong, K. Revolutionizing wearable sustainable energy enabled by mechano-electric conversion fibers. Energy Environ. Sci. 2025, 18, 3955–3985. [Google Scholar] [CrossRef]
- Dong, F.; Zhu, M.; Wang, Y.; Chen, Z.; Dai, Y.; Xi, Z.; Du, T.; Xu, M. AI-enabled rolling triboelectric nanogenerator for bearing wear diagnosis aiming at digital twin application. Nano Energy 2025, 134, 110550. [Google Scholar] [CrossRef]
- Panda, S.; Hajra, S.; Kumar, R.R.; Kumar, K.U.; Borrás, A.; Mishra, Y.K.; Kim, H.J. Nanostructures for energy harvesting. In Advances in Nanostructures: Processing and Methodology to Grow Nanostructures; Elsevier: Amsterdam, The Netherlands, 2025; pp. 251–323. [Google Scholar] [CrossRef]
- Mirzajani, H.; Zolfaghari, P.; Nakhjavani, S.A.; Koca, Y.; Khodapanahandeh, M.; Urey, H.; Mirzajani, H.; Zolfaghari, P.; Nakhjavani, S.A.; Koca, B.Y.; et al. Transient Implantable Electronics for Postsurgery Preventive Medicine. Adv. Funct. Mater. 2025, 35, 2413324. [Google Scholar] [CrossRef]
- Zheng, X.; Li, Y.; Zhou, Q.; Yu, Z.; Liu, X.; Xu, R.; Sung, H.-K.; Chernogor, L.; Sun, T.; Yao, Z.; et al. Biocompatible, biodegradable, and high-performance flexible pressure sensors for severity grading and rehabilitation assessment in Parkinson’s disease management. Nano Energy 2025, 140, 111030. [Google Scholar] [CrossRef]
- Rich, A.M.; Rubin, W.; Rickli, S.; Akhmetshina, T.; Cossu, J.; Berger, L.; Magno, M.; Nuss, K.M.; Schaller, B.; Löffler, J.F. Development of an implantable sensor system for in vivo strain, temperature, and pH monitoring: Comparative evaluation of titanium and resorbable magnesium plates. Bioact. Mater. 2025, 43, 603–618. [Google Scholar] [CrossRef]
- Yang, G.; Lin, R.; Li, H.; Chen, Y.; Liu, M.; Luo, Z.; Wang, K.; Tu, J.; Xu, Y.; Fan, Z.; et al. Implantable wireless suture sensor for in situ tendon and ligament strain monitoring. Sci. Adv. 2025, 11, 3811. [Google Scholar] [CrossRef]
- Zhang, J.; Li, R.; Dong, L.; Ke, Y.; Liu, C.; Pei, M.; Hu, K.; Ruan, J.; Li, J.; Yang, F. Ultrasensitive biodegradable piezoelectric sensors with localized stress concentration strategy for real-time physiological monitoring. Chem. Eng. J. 2025, 507, 160521. [Google Scholar] [CrossRef]
- Miao, F.; Wu, D.; Liu, Z.; Zhang, R.; Tang, M.; Li, Y. Wearable sensing, big data technology for cardiovascular healthcare: Current status and future prospective. Chin. Med. J. 2023, 136, 1015–1025. [Google Scholar] [CrossRef]
- Chauhan, G.K.; Vavken, P.; Jacob, C. Mobile Apps and Wearable Devices for Cardiovascular Health: Narrative Review. JMIR Mhealth Uhealth 2025, 13, e65782. [Google Scholar] [CrossRef] [PubMed]
- Arpaia, P.; Cuocolo, R.; Donnarumma, F.; Esposito, A.; Moccaldi, N.; Natalizio, A.; Prevete, R. Conceptual design of a machine learning-based wearable soft sensor for non-invasive cardiovascular risk assessment. Measurement 2021, 169, 108551. [Google Scholar] [CrossRef]
- Williams, G.J.; Al-Baraikan, A.; Rademakers, F.E.; Ciravegna, F.; van de Vosse, F.N.; Lawrie, A.; Rothman, A.; Ashley, E.A.; Wilkins, M.R.; Lawford, P.V.; et al. Wearable technology and the cardiovascular system: The future of patient assessment. Lancet Digit. Health 2023, 5, e467–e476. [Google Scholar] [CrossRef] [PubMed]
- Brosseau, C.; Nocchiero, G.; Ville, J. The future of 3D printing in instrumented implantable polymer meta-stents. Ann. 3D Print. Med. 2025, 19, 100211. [Google Scholar] [CrossRef]
- Camlibel, N.O.; Kandola, B.K. Highly sensitive textile pressure sensors with novel hierarchical architecture based on conductive polymers, silver nanoparticles and carbon nanotubes. Sens. Actuators A Phys. 2025, 382, 116166. [Google Scholar] [CrossRef]
- Gospodinova, N.; Terlemezyan, L. Conducting polymers prepared by oxidative polymerization: Polyaniline. Prog. Polym. Sci. 1998, 23, 1443–1484. [Google Scholar] [CrossRef]
- Hong, S.Y.; Lee, Y.H.; Park, H.; Jin, S.W.; Jeong, Y.R.; Yun, J.; You, I.; Zi, G.; Ha, J.S. Stretchable Active Matrix Temperature Sensor Array of Polyaniline Nanofibers for Electronic Skin. Adv. Mater. 2016, 28, 930–935. [Google Scholar] [CrossRef] [PubMed]
- Dube, A.; Malode, S.J.; Alodhayb, A.N.; Mondal, K.; Shetti, N.P. Conducting polymer-based electrochemical sensors: Progress, challenges, future perspectives. Talanta Open 2025, 11, 100395. [Google Scholar] [CrossRef]
- Zhou, X.; Yi, X.; Liang, Z.X.; Zhang, J.; Li, G.X.; He, X.Z.; Tan, Z.W.; Tang, Y.L.; Lv, J.C.; Zhang, S.H. Wrinkle-like polyaniline nanowires thin-film-based flexible pressure sensors for dynamic and static activity tracking. IEEE Sens. J. 2024, 25, 3484–3489. [Google Scholar] [CrossRef]
- Guo, H.; Chu, Z.; Fu, L.; Lv, Y.; Liu, X.; Fan, X.; Zhang, W. Thickness-induced gradient micro-wrinkle PDMS/MXene/rGO wearable strain sensor with high sensitivity and stretchability for human motion detection. Chem. Eng. J. 2024, 495, 153684. [Google Scholar] [CrossRef]
- Jeon, S.H.; Min, H.; Son, J.; Ahn, T.K.; Pang, C. Highly Sensitive Stretchable Electronic Skin with Isotropic Wrinkled Conductive Network. J. Sens. Sci. Technol. 2024, 33, 7–11. [Google Scholar] [CrossRef]
- Haghayegh, M.; Bagherzadeh, R.; Cao, R.; Zabihi, F.; Miao, Y.-E.; Yang, S.; Zhu, M. Macro- and micro-wrinkled conductors and multi-scale wrinkled nanofibers for omnidirectional stretchable wearable triboelectric nanogenerators. Sens. Actuators B Chem. 2025, 439, 137813. [Google Scholar] [CrossRef]
- Xu, X.; Liu, Y.; Zhou, H.; Li, Z.; Wang, R.; Jin, B.; Liu, H.; Fan, Q.; Fang, Y.; Liu, N.; et al. Wrinkled and Fibrous Conductive Bandages with Tunable Mechanoelectrical Response Toward Wearable Strain Sensors. Adv. Fiber Mater. 2024, 6, 1174–1187. [Google Scholar] [CrossRef]
- Chowdhury, A.H.; Jafarizadeh, B.; Baboukani, A.R.; Pala, N.; Wang, C. Monitoring and analysis of cardiovascular pulse waveforms using flexible capacitive and piezoresistive pressure sensors and machine learning perspective. Biosens. Bioelectron. 2023, 237, 115449. [Google Scholar] [CrossRef]
- Lv, K.; Tian, G.; Yan, Y.; Zhou, H.; Fan, Q.; Liang, L.; Liu, N.; Wang, D.; Song, Z.; Xu, F.; et al. Stretchable carbon nanotube/Ecoflex conductive elastomer films toward multifunctional wearable electronics. Chem. Eng. J. 2024, 500, 157534. [Google Scholar] [CrossRef]
- Sagar, P.; Sinha, N.; Shukla, M.; Yadav, T.; Kumar, B. Flexible piezoelectric nanogenerator based on Nd-ZnS nanoplates for human body movements detection and wearable electronics. J. Alloys Compd. 2025, 1010, 178035. [Google Scholar] [CrossRef]
- Zheng, M.; Li, A.; He, X.; Wang, L.; Qin, X. Liquid metals and electrospun nanofibers: A magical marriage for wearable electronics. Nano Energy 2024, 129, 110078. [Google Scholar] [CrossRef]
- Jayathilaka, W.A.D.M.; Qi, K.; Qin, Y.; Chinnappan, A.; Serrano-García, W.; Baskar, C.; Wang, H.; He, J.; Cui, S.; Thomas, S.W.; et al. Significance of Nanomaterials in Wearables: A Review on Wearable Actuators and Sensors. Adv. Mater. 2019, 31, 1805921. [Google Scholar] [CrossRef]
- Aseri, V.; Kumari, P.; Nagar, V.; Godara, V.; Verma, R.K.; Awasthi, G.; Awasthi, K.K.; Sankhla, M.S.; Aseri, V.; Kumari, P.; et al. Synthetization and Functionalization of Natural, Polymer, and Quantum-Based Carbon Nanodots and Their Application in Biomedicine. Macromol. Symp. 2024, 413, 2300052. [Google Scholar] [CrossRef]
- Zhao, G.; Shi, L.; Yang, G.; Zhuang, X.; Cheng, B. 3D fibrous aerogels from 1D polymer nanofibers for energy and environmental applications. J. Mater. Chem. A Mater. 2023, 11, 512–547. [Google Scholar] [CrossRef]
- Chauhan, N.; Chawla, S.; Pundir, C.S.; Jain, U. An electrochemical sensor for detection of neurotransmitter-acetylcholine using metal nanoparticles, 2D material and conducting polymer modified electrode. Biosens. Bioelectron. 2017, 89, 377–383. [Google Scholar] [CrossRef]
- Rajan, S.P.; Paduvilan, J.K.; Velayudhan, P.; Sidharthan, S.K.; Simon, S.M.; Thomas, S. Progress in 2D/3D nanomaterials incorporated polymer thin films for refractive index engineering: A critical review. J. Polym. Res. 2024, 31, 124. [Google Scholar] [CrossRef]
- Zhang, J.H.; Sun, X.; Wang, H.; Li, J.; Guo, X.; Li, S.; Wang, Y.; Cheng, W.; Qiu, H.; Shi, Y.; et al. From 1D to 2D to 3D: Electrospun Microstructures towards Wearable Sensing. Chemosensors 2023, 11, 295. [Google Scholar] [CrossRef]
- Sun, M.; Wang, S.; Zhang, Y.; Zhang, Z.; Wang, S.; Wang, Z.; Chen, X.; Liu, H.; Zhang, Y.; Han, L. An ultrasensitive flexible biosensor enabled by high-performance graphene field-effect transistors with defect-free van der Waals contacts for breast cancer miRNA fast detection. Talanta 2025, 287, 127637. [Google Scholar] [CrossRef]
- Kim, D.S.; Jeong, J.M.; Park, H.J.; Kim, Y.K.; Lee, K.G.; Choi, B.G.; Concentrated, H. Conductive, Defect-free Graphene Ink for Screen-Printed Sensor Application. Nanomicro Lett. 2021, 13, 87. [Google Scholar] [CrossRef] [PubMed]
- Somarathna, U.S.; Garakani, B.; Weerawarne, D.L.; Alhendi, M.; Poliks, M.D.; Misner, M.; Burns, A.; Khinda, G.S.; Alizadeh, A. Reliability of Screen-printed Water-based Carbon Resistors for Sustainable Wearable Sensors. IEEE Sens. J. 2025, 25, 6449–6463. [Google Scholar] [CrossRef]
- Ismail, S.N.A.; Nayan, N.A.; Haniff, M.A.S.M.; Jaafar, R.; May, Z. Wearable Two-Dimensional Nanomaterial-Based Flexible Sensors for Blood Pressure Monitoring: A Review. Nanomaterials 2023, 13, 852. [Google Scholar] [CrossRef]
- Abid, J.; Khalil, F.M.A.; Saeed, S.; Khan, S.U.; Iqbal, I.; Khan, S.U.; Anthony, S.; Shahzad, R.; Koerniati, S.; Naz, F. Nano revolution in cardiovascular health: Nanoparticles (NPs) as tiny titans for diagnosis and therapeutics. Curr. Probl. Cardiol. 2024, 49, 102466. [Google Scholar] [CrossRef]
- Arshad, I.; Kanwal, A.; Zafar, I.; Unar, A.; Mouada, H.; Razia, I.T.; Arif, S.; Ahsan, M.; Kamal, M.A.; Rashid, S.; et al. Multifunctional role of nanoparticles for the diagnosis and therapeutics of cardiovascular diseases. Environ. Res. 2024, 242, 117795. [Google Scholar] [CrossRef] [PubMed]
- Zheng, Z.; Zhu, S.; Lv, M.; Gu, Z.; Hu, H. Harnessing nanotechnology for cardiovascular disease applications—A comprehensive review based on bibliometric analysis. Nano Today 2022, 44, 101453. [Google Scholar] [CrossRef]
- Tavakoli, M. Surface modification of polymers to enhance biocompatibility. In Surfaces and Interfaces for Biomaterials; Woodhead Publishing: Cambridge, UK, 2005; pp. 719–744. [Google Scholar] [CrossRef]
- Tyagi, Y.; Kumar, R.; Sharma, A. Development of biodegradable polymeric nanoparticles–based nanobiosystems. In Intelligent Nanobiosystems in Medicine and Healthcare, Volume 1: Fundamentals, Fabrication and Commercialization; Academic Press: Cambridge, MA, USA, 2025; pp. 241–302. [Google Scholar] [CrossRef]
- Benjamin, S.R.; Júnior, E.J.M.R. Carbon-based nanomaterials as antimicrobial nanocoatings for medical devices and implants. In Next-Generation Antimicrobial Nanocoatings for Medical Devices and Implants; Woodhead Publishing: Cambridge, UK, 2024; pp. 205–230. [Google Scholar] [CrossRef]
- Menaga, S.; Kumari, S. Clinically used hydrogels for biomedical applications. In Hydrogel Tissue Analogues; Woodhead Publishing: Cambridge, UK, 2025; pp. 515–527. [Google Scholar] [CrossRef]
- Zhang, F.; Zang, Y.; Huang, D.; Di, C.A.; Zhu, D. Flexible and self-powered temperature–pressure dual-parameter sensors using microstructure-frame-supported organic thermoelectric materials. Nat. Commun. 2015, 6, 8356. [Google Scholar] [CrossRef] [PubMed]
- Yoon, J.I.; Choi, K.S.; Chang, S.P. A novel means of fabricating microporous structures for the dielectric layers of capacitive pressure sensor. Microelectron. Eng. 2017, 179, 60–66. [Google Scholar] [CrossRef]
- Vishnu, J.; Manivasagam, G. Perspectives on smart stents with sensors: From conventional permanent to novel bioabsorbable smart stent technologies. Med. Devices Sens. 2020, 3, e10116. [Google Scholar] [CrossRef]
- Chaparro-Rico, B.D.M.; Sebastiano, F.; Cafolla, D. A Smart Stent for Monitoring Eventual Restenosis: Computational Fluid Dynamic and Finite Element Analysis in Descending Thoracic Aorta. Machines 2020, 8, 81. [Google Scholar] [CrossRef]
- Pang, W.; Yuan, C.; Zhong, T.; Huang, X.; Pan, Y.; Qu, J.; Nie, L.; Zhou, Y.; Lai, P. Diagnostic and therapeutic optical imaging in cardiovascular diseases. iScience 2024, 27, 111216. [Google Scholar] [CrossRef]
- Ang, Y.X.; Ghazali, F.A.M.; Ali, M.S.M. Micromachined Shape Memory Alloy Active Stent with Wireless Monitoring and Re-Expansion Features. In Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), Vancouver, BC, Canada, 18–22 January 2020; pp. 396–399. [Google Scholar] [CrossRef]
- Oyunbaatar, N.E.; Kim, D.S.; Prasad, G.; Jeong, Y.J.; Lee, D.W. Self-rollable Polymer Stent Integrated with Wireless Pressure Sensor for Real-time Monitoring of Cardiovascular Pressure. Sens. Actuators A Phys. 2022, 346, 113869. [Google Scholar] [CrossRef]
- Oyunbaatar, N.E.; Shanmugasundaram, A.; Kwon, K.; Lee, D.W. Continuous monitoring of cardiovascular function with a smart stent incorporating a flexible and stretchable wireless pressure sensor. J. Micromechanics Microengineering 2023, 33, 115001. [Google Scholar] [CrossRef]
- Wang, X.; Li, J.; Song, H.; Huang, H.; Gou, J. Highly Stretchable and Wearable Strain Sensor Based on Printable Carbon Nanotube Layers/Polydimethylsiloxane Composites with Adjustable Sensitivity. ACS Appl. Mater. Interfaces 2018, 10, 7371–7380. [Google Scholar] [CrossRef]
- Sharma, P.; Sharma, R.; Janyani, V.; Verma, D. Development of a multi-modal graphene nanoparticles (GNP)—Polydimethylsiloxane (PDMS) flexible sensor for human activity monitoring and health assessment. Int. J. Electrochem. Sci. 2023, 18, 100236. [Google Scholar] [CrossRef]
- Jang, H.H.; Park, J.S.; Choi, B. Flexible piezoresistive pulse sensor using biomimetic PDMS mold replicated negatively from shark skin and PEDOT:PSS thin film. Sens. Actuators A Phys. 2019, 286, 107–114. [Google Scholar] [CrossRef]
- Mirsepah, A.; Shooshtari, L.; Mohammadpour, R.; Esfandiar, A.; Irajizad, A. Wearable broadband MoS2 photodetector for dual heart rate and UV detection powered by PDMS-MXene TENG. Chem. Eng. J. 2024, 499, 155953. [Google Scholar] [CrossRef]
- Chen, S.; Wu, N.; Lin, S.; Duan, J.; Xu, Z.; Pan, Y.; Zhang, H.; Xu, Z.; Huang, L.; Hu, B.; et al. Hierarchical elastomer tuned self-powered pressure sensor for wearable multifunctional cardiovascular electronics. Nano Energy 2020, 70, 104460. [Google Scholar] [CrossRef]
- Fang, H.; Ji, Y.; Li, S.; Liu, H.; Wang, D. RHES: Development of real-time health evaluation system based on human pulse signal utilizing PVDF/PDMS arch-type piezoelectric sensor. Measurement 2024, 224, 113856. [Google Scholar] [CrossRef]
- Seok, M.; Yoon, S.; Kim, M.; Cho, Y.H. A porous PDMS pulsewave sensor with haircell structures for water vapor transmission rate and signal-to-noise ratio enhancement. Nanoscale Adv. 2021, 3, 4843–4850. [Google Scholar] [CrossRef]
- Yang, C.R.; Lin, M.F.; Huang, C.K.; Huang, W.C.; Tseng, S.F.; Chiang, H.H. Highly sensitive and wearable capacitive pressure sensors based on PVDF/BaTiO3 composite fibers on PDMS microcylindrical structures. Measurement 2022, 202, 111817. [Google Scholar] [CrossRef]
- Mirzajani, H.; Kraft, M. Soft Bioelectronics for Heart Monitoring. ACS Sens. 2024, 9, 4363. [Google Scholar] [CrossRef] [PubMed]
- Kang, B.H.; Park, K.; Hambsch, M.; Hong, S.; Kim, H.T.; Choi, D.H.; Lee, J.H.; Kim, S.; Kim, H.J. Skin-conformable photoplethysmogram sensors for energy-efficient always-on cardiovascular monitoring systems. Nano Energy 2022, 92, 106773. [Google Scholar] [CrossRef]
- Papavassiliou, D.; Lima, R.A. The Impact of Polydimethylsiloxane (PDMS) in Engineering: Recent Advances and Applications. Fluids 2025, 10, 41. [Google Scholar] [CrossRef]
- Alam, S.T.; Urooj, S.; Ansari, A.Q.; Arif, A. Design and Performance Assessment of Biocompatible Capacitive Pressure Sensors with Circular and Square Geometries Using ANSYS Workbench. Sensors 2025, 25, 2423. [Google Scholar] [CrossRef]
- Trung, T.Q.; Ramasundaram, S.; Hwang, B.-U.; Lee, N.-E.; Trung, T.Q.; Hwang, B.-U.; Ramasundaram, S.; Lee, E.N. An All-Elastomeric Transparent and Stretchable Temperature Sensor for Body-Attachable Wearable Electronics. Adv. Mater. 2016, 28, 502–509. [Google Scholar] [CrossRef]
- Yuan, Z.; Pei, Z.; Shahbaz, M.; Zhang, Q.; Zhuo, K.; Zhao, C.; Zhang, W.; Ma, X.; Sang, S. Wrinkle Structured Network of Silver-Coated Carbon Nanotubes for Wearable Sensors. Nanoscale Res. Lett. 2019, 14, 356. [Google Scholar] [CrossRef]
- Zhao, X.; Liu, Y.; Li, A.; Chen, J. Multi-dimensional synergistic force sensor for pulsation signal detection. Int. J. Mech. Sci. 2025, 295, 110274. [Google Scholar] [CrossRef]
- Liu, Q.; Tai, H.; Yuan, Z.; Zhou, Y.; Su, Y.; Jiang, Y.; Liu, Q.; Tai, H.; Yuan, Z.; Zhou, Y.; et al. A High-Performances Flexible Temperature Sensor Composed of Polyethyleneimine/Reduced Graphene Oxide Bilayer for Real-Time Monitoring. Adv. Mater. Technol. 2019, 4, 1800594. [Google Scholar] [CrossRef]
- Pang, Y.N.; Liu, B.; Liu, J.; Wan, S.P.; Wu, T.; Yuan, J.; Xin, X.; He, X.D.; Wu, Q. Singlemode-Multimode-Singlemode Optical Fiber Sensor for Accurate Blood Pressure Monitoring. J. Light. Technol. 2022, 40, 4443–4450. [Google Scholar] [CrossRef]
- Li, S.; Dong, K.; Li, R.; Huang, X.; Chen, T.; Xiao, X. Capacitive pressure sensor inlaid a porous dielectric layer of superelastic polydimethylsiloxane in conductive fabrics for detection of human motions. Sens. Actuators A Phys. 2020, 312, 112106. [Google Scholar] [CrossRef]
- Liu, Z.; Chen, K.; Fernando, A.; Gao, Y.; Li, G.; Jin, L.; Zhai, H.; Yi, Y.; Xu, L.; Zheng, Y.; et al. Permeable graphited hemp fabrics-based, wearing-comfortable pressure sensors for monitoring human activities. Chem. Eng. J. 2021, 403, 126191. [Google Scholar] [CrossRef]
- Pruvost, M.; Smit, W.J.; Monteux, C.; Poulin, P.; Colin, A. Polymeric foams for flexible and highly sensitive low-pressure capacitive sensors. Npj Flex. Electron. 2019, 3, 7. [Google Scholar] [CrossRef]
- Guo, J.; Zhou, B.; Yang, C.; Dai, Q.; Kong, L.; Guo, J.; Zhou, B.; Yang, C.; Kong, L.; Dai, Q. Stretchable and Temperature-Sensitive Polymer Optical Fibers for Wearable Health Monitoring. Adv. Funct. Mater. 2019, 29, 1902898. [Google Scholar] [CrossRef]
- Lin, M.; Zheng, Z.; Yang, L.; Luo, M.; Fu, L.; Lin, B.; Xu, C.; Lin, M.; Zheng, Z.; Yang, L.; et al. High-Performance, Sensitive, Wearable Multifunctional Sensor Based on Rubber/CNT for Human Motion and Skin Temperature Detection. Adv. Mater. 2022, 34, 2107309. [Google Scholar] [CrossRef]
- Wang, X.; Tang, Y.; Cheng, S.; Gao, Q.; Yuan, Y.; Li, A.; Guan, S. PDMS-based conductive elastomeric composite with 3D reduced graphene oxide conductive network for flexible strain sensor. Compos. Part. A Appl. Sci. Manuf. 2022, 161, 107113. [Google Scholar] [CrossRef]
- Wang, Q.; Zhang, Y.; Du, M.; Song, A.; Tan, Y.; Li, T. Hydrogel-Based Polymer Fiber Strain Sensor for Human Body Monitoring. In Proceedings of the 2024 Academic Conference of China Instrument and Control Society (ACCIS), Chengdu, China, 28–31 July 2024; pp. 195–198. [Google Scholar] [CrossRef]
- Liu, Z.; Xiang, C.; Tong, Y.; Li, K.H.; Guan, X. Transfer Learning Enhanced Blood Pressure Monitoring Based on Flexible Optical Pulse Sensing Patch. ACS Sens. 2025, 10, 2732–2742. [Google Scholar] [CrossRef]
- Xu, M.; Peng, Q.; Song, Z.; Qin, M.; Sun, Y.; Du, Z.; Zheng, K.; Wang, X.; Yang, B.; Liu, J. Multimodal MEMS Microwrinkle Electronics for Cardiac Pulsed Field Ablation and Sensing. In Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), Kaohsiung, Taiwan, 19–23 January 2025; pp. 484–487. [Google Scholar] [CrossRef]
- Ding, S.; Pichon, L.; Chen, Y. A Low-cost Microwave Stentenna for In-stent Restenosis Detection. IEEE Trans. Antennas Propag. 2025, 73, 8681–8692. [Google Scholar] [CrossRef]
- Abdin, Z.U.; Shah, S.A.A.; Shah, I.A.; Iman, U.R.; Mian, S.H.; Yoo, H. A Novel Dual-Band MIMO-Enabled Biotelemetric Endovascular Stent IoMT System. IEEE Trans. Instrum. Meas. 2025, 74, 5505215. [Google Scholar] [CrossRef]
- Bateman, A.; He, Y.; Cherono, C.; Lee, J.; Ghalichechian, N.; Yeo, W.H. Implantable Membrane Sensors and Long-Range Wireless Electronics for Continuous Monitoring of Stent Edge Restenosis. ACS Appl. Mater. Interfaces 2025, 17, 42781–42790. [Google Scholar] [CrossRef] [PubMed]
- Moon, K.-J.; Dong, C.-W.; Ham, D.-H.; Park, W.-T. Ultra-Miniature MEMS Sensor Packaging Process for Intravascular Medical Device. Int. J. Precis. Eng. Manuf. 2025, 2025, 2739–2748. [Google Scholar] [CrossRef]
- Chen, X.; Assadsangabi, B.; Hsiang, Y.; Takahata, K.; Chen, X.; Assadsangabi, B.; Takahata, K.; Hsiang, Y.; Angioplasty-Ready, E. “Smart” Stents to Detect In-Stent Restenosis and Occlusion. Adv. Sci. 2018, 5, 1700560. [Google Scholar] [CrossRef]
- Romero, U.V.; Abir, S.S.H.; Karam, N.; Torres, M.; Ahmed, S.; Rahman, M.W.; Azimi, B.; Danti, S.; Li, J.; Uddin, M.J. A biocompatible nitinol based triboelectric stent sensor for prospective cardiovascular health monitoring. Hybrid Adv. 2025, 10, 100484. [Google Scholar] [CrossRef]
- Sappati, K.K.; Bhadra, S. Piezoelectric Polymer and Paper Substrates: A Review. Sensors 2018, 18, 3605. [Google Scholar] [CrossRef] [PubMed]
- Ruan, L.; Yao, X.; Chang, Y.; Zhou, L.; Qin, G.; Zhang, X. Properties and applications of the β phase poly(vinylidene fluoride). Polymers 2018, 10, 228. [Google Scholar] [CrossRef] [PubMed]
- Tanguy, N.R.; Rana, M.; Khan, A.A.; Zhang, X.; Tratnik, N.; Chen, H.; Ban, D.; Yan, N. Natural lignocellulosic nanofibrils as tribonegative materials for self-powered wireless electronics. Nano Energy 2022, 98, 107337. [Google Scholar] [CrossRef]
- Wang, L.; Jiao, L.; Pang, S.; Yan, P.; Wang, X.; Qiu, T. The development of design and manufacture techniques for bioresorbable coronary artery stents. Micromachines 2021, 12, 990. [Google Scholar] [CrossRef]
- Wei, J.-L.; Oyunbaatar, N.-E.; Kim, D.-S.; Lee, D.-W. Hybrid Biodegradable Polymer Stent Fabrication Using 3D Printers and Integration with Wireless Sensors for Real-Time Pressure Monitoring in Blood Vessels. In Proceedings of the 22nd International Conference on Solid-State Sensors, Actuators and Microsystems (Transducers), Kyoto, Japan, 25–29 June 2023; Available online: https://ieeexplore.ieee.org/abstract/document/10516841 (accessed on 12 November 2025).
- Xue, Y.-H.; Lv, T.-R.; Zhang, H.; Yang, Y.-Q.; Yin, M.-J.; An, Q.-F. Bioinspired hydrogel tactile sensor via pressure-intensified ion signals with self-healing and anti-frozen capability. Chem. Eng. J. 2025, 515, 163485. [Google Scholar] [CrossRef]
- Cui, M.; Chai, Z.; Lu, Y.; Zhu, J.; Chen, J. Developments of polyurethane in biomedical applications: A review. Resour. Chem. Mater. 2023, 2, 262–276. [Google Scholar] [CrossRef]
- Pavithra, S.; Thejas, R.; Rao, H.N.A.; Krishna, B.S.; Nagaraju, G. Preparation of polypyrrole by chemical oxidation: Applications for sensor studies. Macromol. Res. 2024, 32, 23–33. [Google Scholar] [CrossRef]
- Sun, Z.; Ou, Q.; Dong, C.; Zhou, J.; Hu, H.; Li, C.; Huang, Z. Conducting polymer hydrogels based on supramolecular strategies for wearable sensors. Exploration 2024, 4, 20220167. [Google Scholar] [CrossRef]
- Guo, Z.; Liao, G.; Ren, L.; Qiao, H.; Huang, Z.; Wang, Z.; Qi, X. Non-invasive flexible sensor based on liquid metal for human physiological detection. Next Nanotechnol. 2024, 5, 100042. [Google Scholar] [CrossRef]
- Elendu, C.; Amaechi, D.C.; Elendu, T.C.; Amaechi, E.C.; Elendu, I.D.; Omeludike, J.C.; Omeludike, E.K.; Onubogu, N.C.; Ogelle, E.C.; Meduoye, O.O.M.; et al. Essential information about nanotechnology in cardiology. Ann. Med. Surg. 2025, 87, 748–779. [Google Scholar] [CrossRef]
- Ge, G.; Lu, Y.; Qu, X.; Zhao, W.; Ren, Y.; Wang, W.; Wang, Q.; Huang, W.; Dong, X. Muscle-Inspired Self-Healing Hydrogels for Strain and Temperature Sensor. ACS Nano 2020, 14, 218–228. [Google Scholar] [CrossRef]
- Li, Q.; Zhang, L.N.; Tao, X.M.; Ding, X. Review of Flexible Temperature Sensing Networks for Wearable Physiological Monitoring. Adv. Healthc. Mater. 2017, 6, 1601371. [Google Scholar] [CrossRef]
- Yasmin, F.; Zaidi, S.F.; Moeed, A.; Shahzad, M.; Asghar, M.S.; Sadiq, M.; Iqbal, J.; Surani, S.; Alraies, M.C. Clinical Outcomes of Immediate Versus Staged Revascularization of Nonculprit Arteries in Patients With Acute Coronary Syndrome: A Systematic Review and Meta-Analysis. Clin. Cardiol. 2025, 48, e70105. [Google Scholar] [CrossRef] [PubMed]
- Kumar, G.; Duggal, B.; Singh, J.P.; Shrivastava, Y. Efficacy of Various Dry Electrode-Based ECG Sensors: A Review. J. Biomed. Mater. Res. A 2025, 113, e37845. [Google Scholar] [CrossRef]
- Oyunbaatar, N.-E.; Wei, J.; Wang, L.; Kim, S.-H.; Lee, H.; Kwon, K.; Won, Y.; Lee, D.-W. 3D-Printed CNT-Reinforced Bioresorbable Vascular Scaffold with Enhanced Mechanical Stability and Integrated Wireless Pressure Sensor for Continuous Hemodynamic Monitoring. ACS Sens. 2025, 10, 5735. [Google Scholar] [CrossRef]
- Wang, L.; Oyunbaatar, N.E.; Kim, D.S.; Wei, J.; Jeong, Y.J.; Lee, H.; Kimv, S.H.; Won, Y.; Kwon, K.; Jeong, I.S.; et al. Ultra-Sensitive Wireless Pressure Sensor for Real-Time Cardiovascular Restenosis Monitoring in Smart Stents. In Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), Kaohsiung, Taiwan, 19–23 January 2025; pp. 12–15. [Google Scholar] [CrossRef]
- Wang, Y.; Jia, Y.; Zhou, Y.; Wang, Y.; Zheng, G.; Dai, K.; Liu, C.; Shen, C. Ultra-stretchable, sensitive and durable strain sensors based on polydopamine encapsulated carbon nanotubes/elastic bands. J. Mater. Chem. C Mater. 2018, 6, 8160–8170. [Google Scholar] [CrossRef]
- Wang, L.; Zhu, R.; Li, G. Temperature and Strain Compensation for Flexible Sensors Based on Thermosensation. ACS Appl. Mater. Interfaces 2020, 12, 1953–1961. [Google Scholar] [CrossRef] [PubMed]
- Nakata, S.; Arie, T.; Akita, S.; Takei, K. Wearable, Flexible, and Multifunctional Healthcare Device with an ISFET Chemical Sensor for Simultaneous Sweat pH and Skin Temperature Monitoring. ACS Sens. 2017, 2, 443–448. [Google Scholar] [CrossRef]
- Ma, Z.; Wei, A.; Li, Y.; Shao, L.; Zhang, H.; Xiang, X.; Wang, J.; Ren, Q.; Kang, S.; Dong, D.; et al. Lightweight, flexible and highly sensitive segregated microcellular nanocomposite piezoresistive sensors for human motion detection. Compos. Sci. Technol. 2021, 203, 108571. [Google Scholar] [CrossRef]
- Guan, L.; Yan, S.; Liu, X.; Li, X.; Gao, G. Wearable strain sensors based on casein-driven tough, adhesive and anti-freezing hydrogels for monitoring human-motion. J. Mater. Chem. B 2019, 7, 5230–5236. [Google Scholar] [CrossRef]
- Lin, Q.; Huang, J.; Yang, J.; Huang, Y.; Zhang, Y.; Wang, Y.; Zhang, J.; Wang, Y.; Yuan, L.; Cai, M.; et al. Highly Sensitive Flexible Iontronic Pressure Sensor for Fingertip Pulse Monitoring. Adv. Healthc. Mater. 2020, 9, 2001023. [Google Scholar] [CrossRef] [PubMed]
- Pan, J.; Liu, S.; Zhang, H.; Lu, J. A Flexible Temperature Sensor Array with Polyaniline/Graphene–Polyvinyl Butyral Thin Film. Sensors 2019, 19, 4105. [Google Scholar] [CrossRef] [PubMed]
- Fan, W.; Liu, T.; Wu, F.; Wang, S.; Ge, S.; Li, Y.; Liu, J.; Ye, H.; Lei, R.; Wang, C.; et al. An Antisweat Interference and Highly Sensitive Temperature Sensor Based on Poly(3,4-ethylenedioxythiophene)-Poly(styrenesulfonate) Fiber Coated with Polyurethane/Graphene for Real-Time Monitoring of Body Temperature. ACS Nano 2023, 17, 21073–21082. [Google Scholar] [CrossRef] [PubMed]
- Park, J.; Kim, M.; Lee, Y.; Lee, H.S.; Ko, H. Nanomaterials: Fingertip skin-inspired microstructured ferroelectric skins discriminate static/dynamic pressure and temperature stimuli. Sci. Adv. 2015, 1, e1500661. [Google Scholar] [CrossRef]
- Tan, J.Y.; Kim, C.; Mou, T.D.; Kim, A.; Kim, J.J.K. Wireless Pressure Sensing Smart Stent for Enhanced Post-Endovascular Aneurysm Repair (EVAR) Surveillance. IEEE Access 2024, 12, 198123–198131. [Google Scholar] [CrossRef]
- Oyunbaatar, N.E.; Lee, D.W. Carbon Nano Tubes-Incorporated Smart Stents to Improve Mechanical Strength and Sensor Reliability. In Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), Austin, TX, USA, 21–25 January 2024; pp. 386–389. [Google Scholar] [CrossRef]
- Qu, X.; Cheng, S.; Liu, Y.; Hu, Y.; Shan, Y.; Luo, R.; Weng, S.; Li, H.; Niu, H.; Gu, M.; et al. Bias-Free Cardiac Monitoring Capsule. Adv. Mater. 2024, 36, 2402457. [Google Scholar] [CrossRef]
- Palwai, S.; Batra, A.; Kotru, S.; Vaseashta, A. Electrospun Polyvinylidene Fluoride Nanofiber Membrane-Based Flexible Capacitive Tactile Sensors for Biomedical Applications. Surf. Eng. Appl. Electrochem. 2022, 58, 194–201. [Google Scholar] [CrossRef]
- Yang, Y.; Pan, H.; Xie, G.; Jiang, Y.; Chen, C.; Su, Y.; Wang, Y.; Tai, H. Flexible piezoelectric pressure sensor based on polydopamine-modified BaTiO3/PVDF composite film for human motion monitoring. Sens. Actuators A Phys. 2020, 301, 111789. [Google Scholar] [CrossRef]
- Huang, P.; Wei, Q.; Wang, B.; Li, B.; Wu, Z.; Xing, Y. Continuous blood pressure monitoring based on improved multi-scale U-net assisted with piezoelectric polymer nanocomposite sensors. Biomed. Signal Process Control 2025, 105, 107598. [Google Scholar] [CrossRef]
- Zhang, M.; Yeow, J.T.W. A flexible, scalable, and self-powered mid-infrared detector based on transparent PEDOT: PSS/graphene composite. Carbon 2020, 156, 339–345. [Google Scholar] [CrossRef]
- Zhao, S.; Ran, W.; Wang, D.; Yin, R.; Yan, Y.; Jiang, K.; Lou, Z.; Shen, G. 3D Dielectric Layer Enabled Highly Sensitive Capacitive Pressure Sensors for Wearable Electronics. ACS Appl. Mater. Interfaces 2020, 12, 32023–32030. [Google Scholar] [CrossRef]
- Yin, R.; Yang, S.; Li, Q.; Zhang, S.; Liu, H.; Han, J.; Liu, C.; Shen, C. Flexible conductive Ag nanowire/cellulose nanofibril hybrid nanopaper for strain and temperature sensing applications. Sci. Bull. 2020, 65, 899–908. [Google Scholar] [CrossRef] [PubMed]
- Chen, S.; Qi, J.; Fan, S.; Qiao, Z.; Yeo, J.C.; Lim, C.T. Flexible wearable sensors for cardiovascular health monitoring. Adv. Healthc. Mater. 2021, 10, e2100116. [Google Scholar] [CrossRef] [PubMed]
- Choi, J.; Kwon, D.; Kim, K.; Park, J.; Del Orbe, D.; Gu, J.; Ahn, J.; Cho, I.; Jeong, Y.; Oh, Y.; et al. Synergetic Effect of Porous Elastomer and Percolation of Carbon Nanotube Filler toward High Performance Capacitive Pressure Sensors. ACS Appl. Mater. Interfaces 2020, 12, 1698–1706. [Google Scholar] [CrossRef]
- Wang, Y.F.; Sekine, T.; Takeda, Y.; Yokosawa, K.; Matsui, H.; Kumaki, D.; Shiba, T.; Nishikawa, T.; Tokito, S. Fully Printed PEDOT:PSS-based Temperature Sensor with High Humidity Stability for Wireless Healthcare Monitoring. Sci. Rep. 2020, 10, 2467. [Google Scholar] [CrossRef]
- Zheng, X.; Chen, L.; Xiao, S.; Meng, Z.; Liu, H.; Wan, G.; He, Y. High-performance flexible pressure sensor based on ordered double-level nanopillar array films: Design, development, and modeling. Compos. Sci. Technol. 2023, 241, 110157. [Google Scholar] [CrossRef]
- Peng, H.K.; Shi, Y.Y.; Yu, Y.; Li, T.T.; Zhang, X.Y.; Fan, X.X.; Lin, J.H. Temperature/Pressure Dual-Mode Flexible Sensors: PP Nonwoven-Based and Low-Temperature Polymerized with Pyrrole. Fibers Polym. 2024, 25, 901–912. [Google Scholar] [CrossRef]
- Sun, Y.; Liu, K.; Bu, F.; Meng, R.; Xie, G.; Guo, K.; Cao, A.; Tu, L. Low-cost, reliable and flexible piezoresistive pressure sensors coated with single layer graphene and silver nanowires on three-dimensional polyurethane sponge. Sens. Actuators A Phys. 2024, 375, 115524. [Google Scholar] [CrossRef]
- Xie, F. Natural polymer starch-based materials for flexible electronic sensor development: A review of recent progress. Carbohydr. Polym. 2024, 337, 122116. [Google Scholar] [CrossRef] [PubMed]
- Nath, N.; Chakroborty, S.; Vishwakarma, D.P.; Goga, G.; Yadav, A.S.; Mohan, R. Recent advances in sustainable nature-based functional materials for biomedical sensor technologies. Environ. Sci. Pollut. Res. 2023, 31, 57289–57313. [Google Scholar] [CrossRef] [PubMed]
- Qin, X.; Zhao, Z.; Deng, J.; Zhao, Y.; Liang, S.; Yi, Y.; Li, J.; Wei, Y. Tough, conductive hydrogels based on gelatin and oxidized sodium carboxymethyl cellulose as flexible sensors. Carbohydr. Polym. 2024, 335, 121920. [Google Scholar] [CrossRef] [PubMed]
- Gao, J.; Li, X.; Xu, L.; Yan, M.; Bi, H.; Wang, Q. Transparent multifunctional cellulose-based conductive hydrogel for wearable strain sensors and arrays. Carbohydr. Polym. 2024, 329, 121784. [Google Scholar] [CrossRef]
- Li, N.; Yu, X.; Yang, D.P.; He, J. Natural polysaccharides-based smart sensors for health monitoring, diagnosis and rehabilitation: A review. Int. J. Biol. Macromol. 2025, 304, 140966. [Google Scholar] [CrossRef]
- Tordi, P.; Ridi, F.; Samorì, P.; Bonini, M.; Tordi, P.; Ridi, F.; Bonini, M.; Samorì, P. Cation-Alginate Complexes and Their Hydrogels: A Powerful Toolkit for the Development of Next-Generation Sustainable Functional Materials. Adv. Funct. Mater. 2025, 35, 2416390. [Google Scholar] [CrossRef]
- Saleh, A.K.; El-Sayed, M.H.; El-Sakhawy, M.A.; Alshareef, S.A.; Omer, N.; Abdelaziz, M.A.; Jame, R.; Zheng, H.; Gao, M.; Du, H. Cellulose-based Conductive Materials for Bioelectronics. ChemSusChem 2025, 18, e202401762. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Y.H.; Lei, Q.Y.; Liu, R.J.; Zhang, L.; Lyu, B.; Liu, L.P.; Ma, J.Z. Self-healing cellulose-based flexible sensor: A review. Ind. Crops Prod. 2023, 206, 117724. [Google Scholar] [CrossRef]
- Dong, M.; Soul, A.; Li, Y.; Bilotti, E.; Zhang, H.; Cataldi, P.; Papageorgiou, D.G.; Dong, M.; Soul, A.; Li, Y.; et al. Transient Starch-Based Nanocomposites for Sustainable Electronics and Multifunctional Sensing. Adv. Funct. Mater. 2025, 35, 2412138. [Google Scholar] [CrossRef]
- Zhang, C.; Zhang, C.; Liu, Y. Progress in the Development of Flexible Devices Utilizing Protein Nanomaterials. Nanomaterials 2025, 15, 367. [Google Scholar] [CrossRef] [PubMed]
- PereiraTavares, A.J.; Aranda-Michel, L.; Hahn, S.; Coffin, B.D.; Ashraf, S.F.; Szafron, J.M.; Straub, A.C.; Shiwarski, D.J. Development of an Open-source Low-cost Pressure Myography and Cardiac Flow Simulator, HemoLens, for Mechanical Characterization of Native and Engineered Blood Vessels. BioRxiv 2025. [Google Scholar] [CrossRef]
- Sharma, R.; Malviya, R.; Patel, M.; Raval, D. Biodegradable Materials for Customized Medical Devices Improve Personalized Medicine. In Sustainable Nanocomposites with Green Biomaterials; Springer: Cham, Switzerland, 2025; pp. 357–375. [Google Scholar] [CrossRef]
- Hasanpur, E.; Ghazavizadeh, A.; Sadeghi, A.; Haboussi, M. In vitro corrosion study of PLA/Mg composites for cardiovascular stent applications. J. Mech. Behav. Biomed. Mater. 2021, 124, 104768. [Google Scholar] [CrossRef]
- Tian, J.; Jiang, F.; Zeng, Q.; Pourhosseiniasl, M.J.; Han, C.; Ren, K. Biocompatible Piezoelectric Polymer Poly(Lactic Acid)-Based Stethoscope for Wearable Health Monitoring Devices. IEEE Sens. J. 2023, 23, 6264–6271. [Google Scholar] [CrossRef]
- Natesan, T.; Nangan, S.; Ramasamy, R. Bioresorbable polymer-based sensors for medical applications. In Bioresorbable Polymers and Their Composites: Characterization and Fundamental Processing for Pharmaceutical and Medical Device Development; Woodhead Publishing: Cambridge, UK, 2024; pp. 469–494. [Google Scholar] [CrossRef]
- Heydarkhan-Hagvall, S.; Schenke-Layland, K.; Dhanasopon, A.P.; Rofail, F.; Smith, H.; Wu, B.M.; Shemin, R.; Beygui, R.E.; MacLellan, W.R. Three-dimensional electrospun ECM-based hybrid scaffolds for cardiovascular tissue engineering. Biomaterials 2008, 29, 2907–2914. [Google Scholar] [CrossRef]
- Oh, B.; Lee, C.H. Nanofiber for cardiovascular tissue engineering. Expert. Opin. Drug Deliv. 2013, 10, 1565–1582. [Google Scholar] [CrossRef]
- Zhao, Z.; Ji, J.; Zhang, Y.; Liu, J.; Yu, R.; Yang, X.; Zhao, X.; Huang, W.; Zhao, W. Ultra-elastic conductive silicone rubber composite foams for durable piezoresistive sensors via direct ink writing three-dimensional printing. Chem. Eng. J. 2025, 504, 158733. [Google Scholar] [CrossRef]
- Badawi, M.N.; Batoo, K.M. Recent advances incorporating conductive cotton for applications in Sensors, Optoelectronics, and energy Harvesting: A review. Inorg. Chem. Commun. 2025, 173, 113876. [Google Scholar] [CrossRef]
- Wang, D.; Wang, L.; Lou, Z.; Zheng, Y.; Wang, K.; Zhao, L.; Han, W.; Jiang, K.; Shen, G. Biomimetic, biocompatible and robust silk Fibroin-MXene film with stable 3D cross-link structure for flexible pressure sensors. Nano Energy 2020, 78, 105252. [Google Scholar] [CrossRef]
- Wang, R.; Liu, Q.; Wei, J.; Zhu, C.; Wang, Y.; Yu, A.; Wang, W.; Zou, J.; Xie, J.; Fu, Z. Biocomposite silk fibroin hydrogel with stretchability, conductivity and biocompatibility for wireless strain sensor. J. Mater. Sci. Technol. 2025, 210, 195–203. [Google Scholar] [CrossRef]
- Chen, Y.; Pötschke, P.; Pionteck, J.; Voit, B.; Qi, H. Smart cellulose/graphene composites fabricated by in situ chemical reduction of graphene oxide for multiple sensing applications. J. Mater. Chem. A Mater. 2018, 6, 7777–7785. [Google Scholar] [CrossRef]
- Yin, H.; Liu, F.; Abdiryim, T.; Chen, J.; Liu, X. Sodium carboxymethyl cellulose and MXene reinforced multifunctional conductive hydrogels for multimodal sensors and flexible supercapacitors. Carbohydr. Polym. 2024, 327, 121677. [Google Scholar] [CrossRef] [PubMed]
- Fu, Y.; Wang, S.; Wan, Z.; Tian, Y.; Wang, D.; Ma, Y.; Yang, L.; Wei, Z. Functional magnetic alginate/gelatin sponge-based flexible sensor with multi-mode response and discrimination detection properties for human motion monitoring. Carbohydr. Polym. 2024, 324, 121677. [Google Scholar] [CrossRef] [PubMed]
- Xing, L.; Wang, Y.; Cheng, J.; Chen, G.; Xing, T. Robust and flexible smart silk/PEDOT conductive fibers as wearable sensor for personal health management and information transmission. Int. J. Biol. Macromol. 2023, 248, 125870. [Google Scholar] [CrossRef]
- Wang, S.; Xiao, J.; Liu, H.; Zhang, L. Silk nanofibrous iontronic sensors for accurate blood pressure monitoring. Chem. Eng. J. 2023, 453, 139815. [Google Scholar] [CrossRef]
- Muhammad, U.; Cao, X.; Zhang, T.; Ji, W.; Lv, R.; Chen, J.; Wei, Y. Fabrication of highly tough, self-healing sodium alginate/polyacrylamide and copper based nanocomposite hydrogel and its application as strain and pressure sensor for human health monitoring and signature recognition. Int. J. Biol. Macromol. 2025, 311, 143734. [Google Scholar] [CrossRef]
- Julius, A.; Malakondaiah, S.; Pothireddy, R.B. Polymer and nanocomposite fillers as advanced materials in biomedical applications. Nano Trends 2025, 9, 100087. [Google Scholar] [CrossRef]
- Zahran, M. Carbohydrate polymer-supported metal and metal oxide nanoparticles for constructing electrochemical sensors. Mater. Adv. 2024, 5, 68–82. [Google Scholar] [CrossRef]
- Gao, Y.; Gao, Y.; Zhang, Z.; Jia, F.; Gao, G. Acetylated Distarch Phosphate-Mediated Tough and Conductive Hydrogel for Antibacterial Wearable Sensors. ACS Appl. Mater. Interfaces 2022, 14, 51420–51428. [Google Scholar] [CrossRef]
- Lu, L.; Huang, Z.; Li, X.; Li, X.; Cui, B.; Yuan, C.; Guo, L.; Liu, P.; Dai, Q. A high-conductive, anti-freezing, antibacterial and anti-swelling starch-based physical hydrogel for multifunctional flexible wearable sensors. Int. J. Biol. Macromol. 2022, 213, 791–803. [Google Scholar] [CrossRef]
- Wang, Y.; Huang, H.; Wu, J.; Han, L.; Yang, Z.; Jiang, Z.; Wang, R.; Huang, Z.; Xu, M.; Self-Healing, U. Reusable, and Conductive Polysaccharide-Based Hydrogels for Sensitive Ionic Sensors. ACS Sustain. Chem. Eng. 2020, 8, 18506–18518. [Google Scholar] [CrossRef]
- Hu, X.; Chen, J.; Yan, Z.; Nie, D.; Guan, F.; Shi, C.; Lin, N. Multifunctional Silk Fibroin Hydrogels with Strong Adhesion for Tissue Sealing and Wearable Electronic Sensors. ACS Appl. Mater. Interfaces 2025, 17, 16453–16467. [Google Scholar] [CrossRef]
- Lv, Q.; Chen, S.; Luo, D.; Liu, H.; Song, Y.; Liu, M.; Xiao, F.; Wang, Z.; Wang, L. An Implantable and Degradable Silk Sericin Protein Film Energy Harvester for Next-Generation Cardiovascular Electronic Devices. Adv. Mater. 2025, 37, 2413610. [Google Scholar] [CrossRef]
- Luo, Y.; Abidian, M.R.; Ahn, J.-H.; Akinwande, D.; Andrews, A.M.; Antonietti, M.; Bao, Z.; Berggren, M.; Berkey, C.A.; Bettinger, C.J.; et al. Technology Roadmap for Flexible Sensors. ACS Nano 2023, 17, 5211–5295. [Google Scholar] [CrossRef]
- Zhao, G.; Zhang, X.; Li, B.; Huang, G.; Xu, F.; Zhang, X. Solvent-Free Fabrication of Carbon Nanotube/Silk Fibroin Electrospun Matrices for Enhancing Cardiomyocyte Functionalities. ACS Biomater. Sci. Eng. 2020, 6, 1630–1640. [Google Scholar] [CrossRef]
- Gad-el-Hak, M. MEMS: Design and Fabrication; CRC Press: Boca Raton, FL, USA, 2005. [Google Scholar]
- Hsu, T.R. MEMS and Microsystems: Design; Manufacture; Nanoscale Engineering; John Wiley and Sons: Hoboken, NJ, USA, 2008. [Google Scholar]
- Abraham, W.T.; Adamson, P.B.; Bourge, R.C.; Aaron, M.F.; Costanzo, M.R.; Stevenson, L.W.; Strickland, W.; Neelagaru, S.; Raval, N.; Krueger, S.; et al. Wireless pulmonary artery haemodynamic monitoring in chronic heart failure: A randomised controlled trial. Lancet 2011, 377, 658–666. [Google Scholar] [CrossRef] [PubMed]
- Brox, D.S.; Chen, X.; Mirabbasi, S.; Takahata, K. Wireless Telemetry of Stainless-Steel-Based Smart Antenna Stent Using a Transient Resonance Method. IEEE Antennas Wirel. Propag. Lett. 2016, 15, 754–757. [Google Scholar] [CrossRef]
- Chen, X.; Brox, D.; Assadsangabi, B.; Ali, M.S.M.; Takahata, K. A stainless-steel-based implantable pressure sensor chip and its integration by microwelding. Sens. Actuators A Phys. 2017, 257, 134–144. [Google Scholar] [CrossRef]
- Chen, X.; Brox, D.; Assadsangabi, B.; Hsiang, Y.; Takahata, K. Intelligent telemetric stent for wireless monitoring of intravascular pressure and its in vivo testing. Biomed. Microdevices 2014, 16, 745–759. [Google Scholar] [CrossRef]
- Sheridan, W.S.; Wetterling, F.; Testani, J.M.; Borlaug, B.A.; Fudim, M.; Damman, K.; Gray, A.; Gaines, P.; Poloczek, M.; Madden, S.; et al. Safety and performance of a novel implantable sensor in the inferior vena cava under acute and chronic intravascular volume modulation. Eur. J. Heart Fail. 2023, 25, 754–763. [Google Scholar] [CrossRef]
- Lu, Y.; Mi, Y.; Wu, T.; Cao, X.; Wang, N. From Triboelectric Nanogenerator to Polymer-Based Biosensor: A Review. Biosensors 2022, 12, 323. [Google Scholar] [CrossRef] [PubMed]
- Lin, Z.; Zou, M.; Lu, Y.; Deng, Y.; Nie, S.; Yang, J.; Guo, H. Device design and data processing strategies for self-powered cardiovascular sensors. Device 2025, 3, 100726. [Google Scholar] [CrossRef]
- Liu, Z.; Ma, Y.; Ouyang, H.; Shi, B.; Li, N.; Jiang, D.; Xie, F.; Qu, D.; Zou, Y.; Huang, Y.; et al. Transcatheter Self-Powered Ultrasensitive Endocardial Pressure Sensor. Adv. Funct. Mater. 2019, 29, 1807560. [Google Scholar] [CrossRef]
- Ma, Y.; Zheng, Q.; Liu, Y.; Shi, B.; Xue, X.; Ji, W.; Liu, Z.; Jin, Y.; Zou, Y.; An, Z.; et al. Self-Powered, One-Stop, and Multifunctional Implantable Triboelectric Active Sensor for Real-Time Biomedical Monitoring. Nano Lett. 2016, 16, 6042–6051. [Google Scholar] [CrossRef]
- Zheng, Q.; Zhang, H.; Shi, B.; Xue, X.; Liu, Z.; Jin, Y.; Ma, Y.; Zou, Y.; Wang, X.; An, Z.; et al. In Vivo Self-Powered Wireless Cardiac Monitoring via Implantable Triboelectric Nanogenerator. ACS Nano 2016, 10, 6510–6518. [Google Scholar] [CrossRef]
- Zhong, M.; Zhang, L.; Liu, X.; Zhou, Y.; Zhang, M.; Wang, Y.; Yang, L.; Wei, D. Wide linear range and highly sensitive flexible pressure sensor based on multistage sensing process for health monitoring and human-machine interfaces. Chem. Eng. J. 2021, 412, 128649. [Google Scholar] [CrossRef]
- Cui, X.; Zhang, C.; Liu, W.; Zhang, Y.; Zhang, J.; Li, X.; Geng, L.; Wang, X. Pulse sensor based on single-electrode triboelectric nanogenerator. Sens. Actuators A Phys. 2018, 280, 326–331. [Google Scholar] [CrossRef]










| Polymer | Nanostructure | Measured Quantity and Sensor Properties | Ref. |
|---|---|---|---|
| PDMS | AgNWs)/PEDOT:PSS/PU | Film | [171] |
| PDMS | Ag@OH-f MWCNTs | Sandwich wrinkled, GF = 412.32 | [172] |
| Pd-CNTs-rGO/PDMS sponge | rGO/CNTs | GF = 27.89 | [173] |
| PDMS/PI | Au/Cr | WVTR = 486.17 g−1 d−1 m−1 | [165] |
| PDMS | GNP | GF = 69 | [160] |
| PDMS/rGO)/PEI/PI/Ag-plates | GO and rGO | Spray-dip process, bending-type | [174] |
| PDMS | Fiber optic sensor, to measure RPTT, BPTT, and the transit time DBRPTT | [175] | |
| PDMS | Cu, Ni | Capacitive pressure; motion in gloves and shoes | [176] |
| PDMS | cellulose | Wide range force sensor | [177] |
| PDMS/CB | micropattern | e-skin type sensor | [178] |
| PDMS/UCNPs/SPOFs | UCNPs: NaYF4: Yb, Er, and a shell of NaYF4 | Radiometric temperature sensing | [179] |
| PEDOT: PSS, PDMS, PVC | microfluidic channel | Force sensor, smart bandage for respiratory diseases, GF = 12 | [180] |
| PDMS | rGO | Pulse, GF = 44.01 | [181] |
| PDMS/PVA/SBMA fiber | nanofiber | Force, sensitivity −0.68 mV/% | [182] |
| AgNPs/silica xerogel film/PPy/CNT/PDMS, | CNT | Pressure sensor, sensitivity of 0.615 kPa in the range of 2–11 kPa, | [121] |
| PDMS/GaN | micronanostructured PDMS | Pressure sensor; sensitivity 94.4 μA/N in 0–1 N range; recovery time 2.8 ms | [183] |
| PDMS/parylene/iridium oxide | nanowrinkles | Pulse. ECG; sensitivity up to 51.03 mV/pH | [184] |
| PDMS, Ti alloy, Cu, PTFE | Au | Capacitive, pressure sensor, pulse, flow | [185] |
| PDMS, AorfixTM-stent | Au | IoT, impedance shift, aneurysm repair | [186] |
| PDMS micro-pyramids, Pi ink, parylene-C for Au layer formation | Au | Capacitive pressure, a resonant circuit to send a wireless signal, and blood flow | [187] |
| Polymer | Nanostructure | Measured Quantity and Sensor Properties | Ref. |
|---|---|---|---|
| Co/Cr– Poly(ɛ-caprolactone) (PCL)–Co/Cr | Cr/Au layers | Pressure sensor for real-time blood pressure monitoring | [37] |
| PCL MEMS | CNT | Capacitive pressure for hemodynamic changes | [206] |
| Biodegradable polymer | Cr/Au | Capacitive pressure sensor for intravascular conditions and early conditions | [207] |
| PDA | CNT | Muscle movement sensing | [208] |
| PI/parylene/PDMS | -- | Sponge, smart prosthesis | [209] |
| ISFET/PET | InGaZnO ∼30 nm + Al2O3 layer ∼50 nm | Non-invasive amorphous thin film | [210] |
| Pebax | MWCNT/Ag | Compression piezoresistive strain, motion recognition by synergic effect | [211] |
| PAAm/casein hydrogel | Li Cl | Movement and physiological signals | [212] |
| Au/CPI | Au ∼60–80 nm | Fabric capacitive wireless blood pressure sensor, fingertip pulse monitoring | [213] |
| GPANI-PVB-PET | ITO | Temperature and pressure detection | [214] |
| PU/PEDOT: PSS | Graphene | Fiber, temperature | [215] |
| PVDF | GO sheets | Ferroelectric, piezoelectric, pyroelectric, and piezoresistive sensing for static and dynamic mechanothermal signals | [216] |
| 100-μ PVDF | 300 nm layer Cu, Ti | Pressure | [217] |
| PCL | CNT | Pressure | [218] |
| PTFE/Parylene C | W | Cardiac function | [219] |
| PVDF nanofiber membranes, density (1.78 g/cm3) | β and γ phases | Piezo-Capacitive tactile Cu electrodes, membrane sandwiched in Kapton PI films | [220] |
| PVDF; PDA@BTO/PVDF | BaTiO3, BTO | Motion monitoring | [221] |
| PVDF/MXENEs/PET | MXENE nanofiber | Blood pressure | [222] |
| PEDOT: PSS/PVA/G | graphene | Optoelectronics for autonomous assistants | [223] |
| TPU | TPU nanofiber, AgNW | 3D capacitive pressure sensor | [224] |
| TPU, Ag, microcracks | Nanopaper, nanocellulose, AgNW | Temperature sensor | [225] |
| Elastomer, HSPS, PDMS, FEP/Ag; PET/Ags | Electrostatic nanogenerator | Blood pressure, wearable | [226] |
| Elastomer | CNT | Pressure capacitive | [227] |
| PANI NFs | PANI NFs | Force and temperature sensor GF = 18.28 | [202] |
| PEDOT: PSS, GOPS, CYTOP, AgNP | AgNP | Temperature | [228] |
| PPy/MWCNT/PU | MWCNT, AAO pilar; | Pressure, sensitivity 208.353 kPa−1 | [229] |
| PP nanowoven/carbon ink | PPnanowoven | Temperature, pressure, sensitivity 0.228 kPa−1 | [230] |
| PU | PU@AgNWs@SLG | GF = 0.47 to 2.39; sensitivity ∼0.009 kPa−1 | [231] |
| Polymer | Nanostructure | Declared Sensor Properties | Ref. |
|---|---|---|---|
| Silicone rubber/with PDMS, MWCNTs | MWCNTs | Piezoresistive, compression | [249] |
| Cotton | SWCNT, MACNTs | resistive | [250] |
| SF@MXene | Ti3C2Tx | 3D cross-linked for small deformations | [251] |
| PAA, SF, MXene | MXene | Strain sensor, GF = 6.04 | [252] |
| Cellulose/GO | GO | Multifunctional | [253] |
| SCMC/PAA | MXene, Ti3C2TX | GF = 5.79 to 40.36 | [254] |
| SA/GE sponge/PVDF (SGSP) | CIPs | GFcom = −0.76 ± 0.05 and −1.25 ± 0.16 | [255] |
| Silk/PEDOT | CeO2/silk fiber | GFp1 = −2.861% kPa−1; GFp2 = −0.845% kPa−1, | [256] |
| Silk/DES | Nanofibers | Blood pressure, sensitivity 138.5 kPa−1 | [257] |
| SA/Pam/CuNPs | CuNPS | Tensile strength of 0.42 MPa, electrical conductivity of 2.4 S m−1 | [258] |
| Polymer | Application | Sensor Properties | Ref. |
|---|---|---|---|
| ASDP/PVA/PHMG | pulse | Pulse, ECG | [261] |
| Starch, PVA, AlCl3, [Emim]Ac | pulse | GF = 5.93 | [262] |
| Starch/PVA/borax, or SPB | force, movement | GF = 1.02 at 110–200% strains | [263] |
| Cellulose, gelatin | blood pressure | HG-TENG, power density of 57.8 µW/cm2 | [76] |
| Gelatin/OCMC | movement | GF = 0.18 to 0.86 | [234] |
| MC/TA@CNCs | movement, force | GF = 1.63 | [235] |
| SF/GMA | ECG, EMG, motion | Strain 414.6% | [264] |
| Silk sericin protein, F-SS/ZnO/PVA-based piezoelectric films | ECG | Peak power density of 218.5 µW/m2 | [265] |
| Candelilla wax (Cw), beeswax (Bw), MoO3 | micro-deformation | GF ≈ 100 | [86] |
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Bučinskas, V.; Petronienė, J.J.; Vaičiūnas, G.; Šešok, N.; Dzedzickis, A. Integrated Polymeric Sensors in Heart and Blood Vessel Monitoring: A Review. Sensors 2025, 25, 7178. https://doi.org/10.3390/s25237178
Bučinskas V, Petronienė JJ, Vaičiūnas G, Šešok N, Dzedzickis A. Integrated Polymeric Sensors in Heart and Blood Vessel Monitoring: A Review. Sensors. 2025; 25(23):7178. https://doi.org/10.3390/s25237178
Chicago/Turabian StyleBučinskas, Vytautas, Jūratė Jolanta Petronienė, Gediminas Vaičiūnas, Nikolaj Šešok, and Andrius Dzedzickis. 2025. "Integrated Polymeric Sensors in Heart and Blood Vessel Monitoring: A Review" Sensors 25, no. 23: 7178. https://doi.org/10.3390/s25237178
APA StyleBučinskas, V., Petronienė, J. J., Vaičiūnas, G., Šešok, N., & Dzedzickis, A. (2025). Integrated Polymeric Sensors in Heart and Blood Vessel Monitoring: A Review. Sensors, 25(23), 7178. https://doi.org/10.3390/s25237178

