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Search Results (2,536)

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10 pages, 1878 KB  
Article
Switchable Multicolor Single-Mode Lasing in Polymer-Coupled Microfibers
by Kun Ge, Zishu Zhou and Songtao Li
Polymers 2025, 17(21), 2917; https://doi.org/10.3390/polym17212917 (registering DOI) - 31 Oct 2025
Abstract
Switchable microlasers with multicolor output and high spectral purity are of crucial importance for various photonic devices. However, switchable multicolor lasing usually operates in multimode, which largely restricts its practical applications due to the lack of an effective mode selection mechanism. Here, switchable [...] Read more.
Switchable microlasers with multicolor output and high spectral purity are of crucial importance for various photonic devices. However, switchable multicolor lasing usually operates in multimode, which largely restricts its practical applications due to the lack of an effective mode selection mechanism. Here, switchable single-mode lasing was successfully achieved in coupled microfiber cavities, in which each microfiber served as both WGM resonator and mode filter for another microfiber. The unique mode selection mechanism is demonstrated experimentally and theoretically in the coupled microfibers. Furthermore, the color of single-mode lasing is tunable at will via the doping of microfibers with different active materials. Our work might provide a platform for building switchable multicolor lasers and gaining further insights into photonic integration. Full article
(This article belongs to the Section Polymer Fibers)
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13 pages, 3503 KB  
Article
Evaluation of the Quasi-Pre-Seismic Schumann Resonance Signals in the Greek Area During Five Years of Observations (2020–2025)
by Vasilis Tritakis, Ioannis Contopoulos, Janusz Mlynarczyk, Evangelos Chaniadakis and Jerzy Kubisz
Atmosphere 2025, 16(11), 1251; https://doi.org/10.3390/atmos16111251 (registering DOI) - 31 Oct 2025
Abstract
The Greek territory and the surrounding marine area constitute an excellent laboratory for studying moderate-magnitude earthquakes (4–6 M), as such earthquakes occur very frequently in this region. Ten years ago, it was proposed that there is some kind of relation between earthquakes and [...] Read more.
The Greek territory and the surrounding marine area constitute an excellent laboratory for studying moderate-magnitude earthquakes (4–6 M), as such earthquakes occur very frequently in this region. Ten years ago, it was proposed that there is some kind of relation between earthquakes and unusual Schumann Resonance signals one to twenty days prior to an impending earthquake. During the last five years (2020–2025), a fairly large collection of signals has been gathered that may be considered as precursory seismic signals. Unfortunately, individual case studies overestimate their contribution to the final event and may lead to unjustified ‘extended pictures’ of the phenomenon. In the present article, we systematically attempt to evaluate these signals by examining them as a whole, rather than individually as in case studies. We confirmed that while case studies are a reasonable way to start a research project, they do not guarantee the final result. In our case, while individual studies were very hopeful, the present integrated study led to several unresolved issues that need to be addressed. The results of our work will help to determine whether these signals represent a significant part of the broader LAIC scenario, which is currently the only reliable suggestion for triggering and predicting earthquakes, or whether the origin of these signals should be sought elsewhere. Full article
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24 pages, 8366 KB  
Article
2.5-Dimensional Structure Approach for Miniaturizing Flapping-Wing Air Vehicles
by Daisuke Ishihara, Motonobu Kimura, Ryotaro Suetsugu, Jyunpei Ueo, Naoto Ohira, Masakatsu Takagi, Kazuya Ishiba, Nagi Shirakawa, Ryusei Nishinohara and Masaaki Kimura
Micromachines 2025, 16(11), 1242; https://doi.org/10.3390/mi16111242 (registering DOI) - 31 Oct 2025
Abstract
In this study, we propose a 2.5-dimensional (2.5-D) structure approach for insect-mimetic flapping-wing air vehicles (FWAVs). The proposed approach includes design and fabrication methods. To our best knowledge, this study is the first one that develops a flapping system for FWAVs without any [...] Read more.
In this study, we propose a 2.5-dimensional (2.5-D) structure approach for insect-mimetic flapping-wing air vehicles (FWAVs). The proposed approach includes design and fabrication methods. To our best knowledge, this study is the first one that develops a flapping system for FWAVs without any post-assembly of structural components. The proposed structure consists of a transmission, a supporting frame, and elastic wings. The transmission transforms the small translational displacement produced by a piezoelectric bimorph into a large rotational displacement of the wings. The size is reduced using the proposed design method. Then, the 2.5-D structure is fabricated using the proposed polymer MEMS micromachining method. The presented micro flapping system flaps the wing with a stroke angle and flapping frequency comparable to those of actual small insects using resonance. The results confirm that the proposed approach can miniaturize FWAVs. Full article
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26 pages, 1421 KB  
Systematic Review
Improving Early Prostate Cancer Detection Through Artificial Intelligence: Evidence from a Systematic Review
by Vincenzo Ciccone, Marina Garofano, Rosaria Del Sorbo, Gabriele Mongelli, Mariella Izzo, Francesco Negri, Roberta Buonocore, Francesca Salerno, Rosario Gnazzo, Gaetano Ungaro and Alessia Bramanti
Cancers 2025, 17(21), 3503; https://doi.org/10.3390/cancers17213503 - 30 Oct 2025
Abstract
Background: Prostate cancer is one of the most common malignancies in men and a leading cause of cancer-related mortality. Early detection is essential to ensure curative treatment and favorable outcomes, but traditional diagnostic approaches—such as serum prostate-specific antigen (PSA) testing, digital rectal examination [...] Read more.
Background: Prostate cancer is one of the most common malignancies in men and a leading cause of cancer-related mortality. Early detection is essential to ensure curative treatment and favorable outcomes, but traditional diagnostic approaches—such as serum prostate-specific antigen (PSA) testing, digital rectal examination (DRE), and histopathological confirmation following biopsy—are limited by suboptimal accuracy and variability. Multiparametric magnetic resonance imaging (mpMRI) has improved diagnostic performance but remains highly dependent on reader expertise. Artificial intelligence (AI) offers promising opportunities to enhance diagnostic accuracy, reproducibility, and efficiency in prostate cancer detection. Objective: To evaluate the diagnostic accuracy and reporting timeliness of AI-based technologies compared with conventional diagnostic methods in the early detection of prostate cancer. Methods: Following PRISMA 2020 guidelines, PubMed, Scopus, Web of Science, and Cochrane Library were searched for studies published between January 2015 and April 2025. Eligible designs included randomized controlled trials, cohort, case–control, and pilot studies applying AI-based technologies to early prostate cancer diagnosis. Data on AUC-ROC, sensitivity, specificity, predictive values, diagnostic odds ratio (DOR), and time-to-reporting were narratively synthesized due to heterogeneity. Risk of bias was assessed using the QUADAS-AI tool. Results: Twenty-three studies involving 23,270 patients were included. AI-based technologies achieved a median AUC-ROC of 0.88 (range 0.70–0.93), with median sensitivity and specificity of 0.86 and 0.83, respectively. Compared with radiologists, AI or AI-assisted readings improved or matched diagnostic accuracy, reduced inter-reader variability, and decreased reporting time by up to 56%. Conclusions: AI-based technologies show strong diagnostic performance in early prostate cancer detection. However, methodological heterogeneity and limited standardization restrict generalizability. Large-scale prospective trials are required to validate clinical integration. Full article
(This article belongs to the Special Issue Medical Imaging and Artificial Intelligence in Cancer)
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21 pages, 5218 KB  
Article
Biomimetic Nonlinear X-Shaped Vibration Isolation System for Jacket Offshore Platforms
by Zhenghan Zhu and Yangmin Li
Machines 2025, 13(11), 998; https://doi.org/10.3390/machines13110998 - 30 Oct 2025
Abstract
Vibrations induced by marine environmental loads can compromise the operational performance of offshore platforms and, in severe cases, result in structural instability or overturning. This study proposes a biomimetic nonlinear X-shaped vibration isolation system (NXVIS) to suppress earthquake-induced vibration response in offshore platforms. [...] Read more.
Vibrations induced by marine environmental loads can compromise the operational performance of offshore platforms and, in severe cases, result in structural instability or overturning. This study proposes a biomimetic nonlinear X-shaped vibration isolation system (NXVIS) to suppress earthquake-induced vibration response in offshore platforms. Compared with traditional passive vibration isolators, the key innovations of the NXVIS include: (1) the proposed NXVIS can be tailored to different load requirements and resonant frequencies to accommodate diverse offshore platforms and environmental loads; (2) By adjusting isolator parameters (e.g., link length and spring stiffness, etc.), the anti-vibration system can achieve different types of nonlinear stiffness and a large-stroke quasi-zero stiffness (QZS) range, enabling ultra-low frequency (ULF) vibration control without compromising load capacity. To evaluate the effectiveness of the designed NXVIS for vibration suppression of jacket offshore platforms under seismic loads, numerical analysis was performed on a real offshore platform subjected to seismic loads. The results show that the proposed nonlinear vibration isolation solution significantly reduces the dynamic response of deck displacement and acceleration under seismic loads, demonstrating effective low-frequency vibration control. This proposed NXVIS provides a novel and effective method for manipulating beneficial nonlinearities to achieve improved anti-vibration performance. Full article
(This article belongs to the Special Issue Vibration Isolation and Control in Mechanical Systems)
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16 pages, 6281 KB  
Article
Multivariable Evaluation of Wireless Power Transfer in Electrified Pavements with Magnetite-Modified Asphalt Mixtures
by Gustavo Boada-Parra, Federico Gulisano, Damaris Cubilla and Juan Gallego
Sensors 2025, 25(21), 6646; https://doi.org/10.3390/s25216646 - 30 Oct 2025
Viewed by 80
Abstract
Electrified roads with embedded wireless power transfer (WPT) systems provide a promising strategy for dynamic charging of electric vehicles, but pavement materials strongly influence transmission efficiency. This study examines the effect of replacing conventional filler with magnetite powder in AC-16 asphalt mixtures. Specimens [...] Read more.
Electrified roads with embedded wireless power transfer (WPT) systems provide a promising strategy for dynamic charging of electric vehicles, but pavement materials strongly influence transmission efficiency. This study examines the effect of replacing conventional filler with magnetite powder in AC-16 asphalt mixtures. Specimens were prepared with five magnetite substitution levels (0–100%) and three bitumen contents (4.1%, 4.6%, and 5.1%) and were tested under different temperatures (10, 20, and 40 °C), moisture conditions (dry and saturated), and specimen thicknesses. Power transmission was measured with a resonant inductive system at 85 kHz, and both received power variation (RPV) and relative efficiency (RE) were computed. Results showed that magnetite systematically improved electromagnetic performance: RPV increased by up to 13% under dry conditions at 20 °C with 100% magnetite, while RE exhibited smaller variations (−1% to +2%). Moisture reduced RPV, and high temperature (40 °C) caused additional losses, whereas RE remained largely stable. Bitumen contributed indirectly, adding modest RPV gains. Thickness was the dominant geometric factor, with magnetite content particularly effective in mitigating losses at greater depths. Random forest analysis confirmed thickness and magnetite as the most influential variables. These findings demonstrate the potential of magnetite-modified asphalt to enhance the design of WPT-enabled pavements, providing a robust experimental basis for future full-scale applications. Full article
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14 pages, 6637 KB  
Article
Design of a Broadband Flexible Monopole Antenna for Open Sea Communication
by Yunpeng Bian, Bing Wei, Junwei Peng, Congyi Wu and Huan Zheng
Electronics 2025, 14(21), 4232; https://doi.org/10.3390/electronics14214232 - 29 Oct 2025
Viewed by 79
Abstract
For the requirements of frequency modulation (FM) broadcasting communication in open-sea areas (resonant frequency 98 MHz), ground-based station signals are difficult to cover, and the large size of rigid buoy antennas limits the number that vessels can carry. To address this issue, this [...] Read more.
For the requirements of frequency modulation (FM) broadcasting communication in open-sea areas (resonant frequency 98 MHz), ground-based station signals are difficult to cover, and the large size of rigid buoy antennas limits the number that vessels can carry. To address this issue, this paper designs a flexible buoy antenna, which achieves a volume compression ratio of 88% in the folded state. The antenna is a vertical monopole type, with a center frequency of 98 MHz and dimensions of 879 mm × 120 mm. Simulation results show that S11 remains below −10 dB across 90–105 MHz, reaching a minimum of −30 dB. Measurement results demonstrate that within the 88–107 MHz band, S11 is below −10 dB, with the minimum value increasing in magnitude to −24 dB. The measured center frequency achieves S11 = −21 dB, and the VSWR remains below 3 across the entire operating frequency band, meeting the impedance matching requirements of marine broadcasting systems. On this basis, we further conduct simulations under seawater loading. The results show that seawater induces a resonance down-shift and efficiency degradation; however, by adjusting the radiator length L, the resonance and matching can be restored to the target band while maintaining VSWR ≤ 3 and stable in-band radiation, thereby enabling a rapid, single-parameter, engineering-oriented retuning. Full article
(This article belongs to the Section Microwave and Wireless Communications)
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17 pages, 5800 KB  
Article
Cortical Tubers’ Transformation in Pediatric Patients Diagnosed with Tuberous Sclerosis Complex: A Retrospective Longitudinal MRI Analysis
by Camilla Russo, Simone Coluccino, Maria Fulvia De Leva, Stefania Graziano, Carmela Russo, Federica Mazio, Maria De Liso, Domenico Cicala, Anna Nastro, Federica Palladino, Serena Troisi, Pietro Spennato, Giuseppe Cinalli, Antonio Varone and Eugenio Maria Covelli
J. Clin. Med. 2025, 14(21), 7665; https://doi.org/10.3390/jcm14217665 - 29 Oct 2025
Viewed by 152
Abstract
Background: Cortical tubers (CTs) are hallmark brain lesions in tuberous sclerosis complex (TSC), historically considered stable in number over time; prior literature has correlated overall CT burden on magnetic resonance imaging (MRI) with disease severity. As longitudinal imaging studies assessing CTs’ evolution [...] Read more.
Background: Cortical tubers (CTs) are hallmark brain lesions in tuberous sclerosis complex (TSC), historically considered stable in number over time; prior literature has correlated overall CT burden on magnetic resonance imaging (MRI) with disease severity. As longitudinal imaging studies assessing CTs’ evolution over time are lacking, we aim to investigate temporal changes in CTs—both in number and signal—on MRI in a cohort of pediatric TSC patients. Methods: A retrospective single-center analysis was conducted on 57 pediatric TSC patients who underwent longitudinal MRI studies in a 10-year span. Required MRI sequences included volumetric unenhanced T1-weighted, SWI, T2w and/or FLAIR. CTs were evaluated by two neuroradiologists and classified into five subtypes (A, B, C1, C2, D) according to signal characteristics. Statistical comparison was performed using t-tests. Results: Paired t-test analysis demonstrated a significant longitudinal increase in the overall number of CTs, rising from 16.11 ± 12.43 at baseline to 18.77 ± 13.29 at follow-up (mean difference = −2.67, 95% CI [−3.94, −1.39]; t (56) = 4.19; p < 0.0001), corresponding to a moderate effect size (Cohen’s d ≈ 0.56). When stratified by age, patients <2 years—representing the incompletely myelinated subgroup—showed a more pronounced increase in CT burden, from 19.46 ± 15.21 to 24.17 ± 15.75 (mean difference = −4.71, 95% CI [−7.37, −2.04]; t (23) = 3.65; p = 0.0013; d ≈ 0.75). In contrast, patients aged ≥2 years demonstrated a smaller but still significant increase, from 13.67 ± 9.45 to 14.85 ± 9.64 (mean difference = −1.18, 95% CI [−2.08, −0.28]; t (32) = 2.68; p = 0.0115; d ≈ 0.46). Direct comparison between the two subgroups using Welch’s two-sample t-test confirmed that the mean CT count in patients <2 years was significantly higher than in those ≥2 years (mean difference = 3.53 ± 1.36; t = 2.59; df = 28.4; p = 0.0075), with a large effect size (Cohen’s d ≈ 0.78). Type C1-C2 tubers evolved from pre-existing earlier-stage lesions, while most newly visible CTs over time were type A-B. Type D tubers remained rare and derived from earlier-stage CTs. Conclusions: Contrary to previous assumptions, CTs in pediatric TSC showed a tendency to increase in number and evolve in signal over time, thus challenging the notion of stability and suggesting dynamic behavior. Incomplete myelination in early infancy may impact MRI CTs detection by reducing contrast with surrounding brain tissue, potentially leading to their underestimation/misidentification. Full article
(This article belongs to the Section Clinical Pediatrics)
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15 pages, 3627 KB  
Article
Experimental Investigation of Ring-Type Resonator Dynamics
by Ali F. Abdulla, Soroush Arghavan, Jihyun Cho, Ibrahim F. Gebrel, Mohamed Bognash and Samuel F. Asokanthan
Vibration 2025, 8(4), 67; https://doi.org/10.3390/vibration8040067 - 28 Oct 2025
Viewed by 119
Abstract
One of the challenges in inertia sensor applications is the need for a class of devices that operate at one of the ring resonant frequencies to achieve large amplitudes of vibration. However, large amplitudes tend to produce undesirable nonlinear effects due to geometrical [...] Read more.
One of the challenges in inertia sensor applications is the need for a class of devices that operate at one of the ring resonant frequencies to achieve large amplitudes of vibration. However, large amplitudes tend to produce undesirable nonlinear effects due to geometrical nonlinearities. Hence, a rigorous experimental dynamic analysis of rotating thin circular ring-type structures is considered important to gain a deeper understanding of the device’s nonlinear behavior as well as the potential performance improvements. This study aims to experimentally investigate the nonlinear dynamic behavior of rotating thin circular rings and the effects of angular rate as well as mass mismatch variations on the system natural frequency. A prototype made of a macroscale thin cylindrical structure is employed to study the nonlinear dynamic behavior of rotating thin circular rings. Using a precision rate table equipped with a slip ring as well as non-contact sensors/actuators, experiments that closely represent the actual physical operating conditions of angular rate sensors are developed. Natural frequency variations due to the input angular rate changes are measured in time and frequency domains. Useful experimental observations on the frequency split and mass mismatch effects have been performed. Typical nonlinear behavior, such as jump phenomena of a rotating thin circular cylinder, is noted. The nonlinear dynamic behavior of a ring-type resonator system, which is subjected to external excitations, is experimentally investigated. Results from the present experimental study on the mechanics of the ring structure are expected to provide further insight into the design and operation of ring-type resonators for angular rate sensing applications. Full article
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17 pages, 2925 KB  
Article
Potentiometric Studies of the Complexation Properties of Selected Lanthanide Ions with Schiff Base Ligand
by Julia Barańska, Katarzyna Koroniak-Szejn, Michał Zabiszak, Anita Grześkiewicz, Monika Skrobanska, Martyna Nowak, Renata Jastrzab and Małgorzata T. Kaczmarek
Int. J. Mol. Sci. 2025, 26(21), 10379; https://doi.org/10.3390/ijms262110379 - 25 Oct 2025
Viewed by 415
Abstract
The synthesis, characterization, and equilibrium studies of complexes of selected lanthanide ions Eu(III), Gd(III), and Tb(III) with the ligand 1,3-bis(3-bromo-5-chlorosalicylideneamino)-2-propanol (H3L) are reported. It was found that in the solid state, the complexes with the formulas [Eu(H3L)2(NO [...] Read more.
The synthesis, characterization, and equilibrium studies of complexes of selected lanthanide ions Eu(III), Gd(III), and Tb(III) with the ligand 1,3-bis(3-bromo-5-chlorosalicylideneamino)-2-propanol (H3L) are reported. It was found that in the solid state, the complexes with the formulas [Eu(H3L)2(NO3)3], [Gd(H3L)2(NO3)3], and [Tb(H3L)2(NO3)3] are formed. In solution, complexes with stoichiometries of Ln(III):H3L 1:1 and 1:2 were obtained. The ligand H3L was isolated in crystalline form, and its molecular structure and conformation were determined by single-crystal X-ray diffraction analysis. The compounds were further characterized by elemental analysis, infrared spectroscopy, 1H NMR, 13C NMR techniques, and mass spectrometry (ESI), confirming the formation of the Schiff base group. Stability constants of the complexes in solution were determined using potentiometric titration, providing insights into the metal-ligand binding equilibria. In addition, the spectroscopic properties of the ligand and its lanthanide(III) ion complexes were investigated by UV-Vis spectroscopy, which confirmed ligand-to-metal charge transfer interactions, as well as by luminescence measurements. The luminescence studies revealed inefficient energy transfer in [Eu(H3L)2(NO3)3] complexes, while no transfer was observed in [Tb(H3L)2(NO3)3] systems at any pH value. This behavior is attributed to the large energy gap between the ligand triplet state and the lowest resonant levels of the studied lanthanide ions. Full article
(This article belongs to the Section Physical Chemistry and Chemical Physics)
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23 pages, 6198 KB  
Review
The Role of Imaging in Monitoring Large Vessel Vasculitis: A Comprehensive Review
by Inês Sopa, Roberto Pereira da Costa, Joana Martins Martinho and Cristina Ponte
Biomolecules 2025, 15(11), 1505; https://doi.org/10.3390/biom15111505 - 24 Oct 2025
Viewed by 236
Abstract
Giant cell arteritis (GCA) and Takayasu arteritis (TAK) are forms of primary large vessel vasculitis (LVV) affecting the aorta and its major branches. Timely diagnosis and accurate monitoring are essential to prevent irreversible damage. Current assessment strategies rely heavily on symptoms, physical examination, [...] Read more.
Giant cell arteritis (GCA) and Takayasu arteritis (TAK) are forms of primary large vessel vasculitis (LVV) affecting the aorta and its major branches. Timely diagnosis and accurate monitoring are essential to prevent irreversible damage. Current assessment strategies rely heavily on symptoms, physical examination, and inflammatory markers, which lack sensitivity and specificity, particularly in patients treated with IL-6 inhibitors. This narrative review provides a comprehensive overview of the role of imaging in monitoring LVV. Ultrasound, magnetic resonance imaging, and positron emission tomography better reflect disease activity and treatment response compared to conventional clinical and laboratory measures. Notably, emerging imaging-based tools such as the OMERACT GCA Ultrasound Score, the Takayasu Ultrasound Index, and the TAK Integrated Disease Activity Index (TAIDAI) are promising treat-to-target instruments. While computed tomography is primarily used to assess structural damage, conventional angiography now plays a more limited role, mainly reserved for procedural planning and haemodynamic evaluation. A key challenge remains: interpreting persistent vascular abnormalities, which may indicate active disease, vascular remodelling, or irreversible damage. Standardisation of imaging protocols and interpretation is needed, alongside further research on the prognostic value of imaging for relapse risk. This review supports a multimodal, patient-tailored approach in which imaging is central to the long-term management of LVV. Full article
(This article belongs to the Special Issue Biomarkers for Vascular Disease II)
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18 pages, 1004 KB  
Case Report
Vesicovaginal Leiomyoma at 20 Years of Age—A Rare Clinical Entity: Case Report and Literature Review
by Carmen Elena Bucuri, Răzvan Ciortea, Andrei Mihai Măluțan, Aron Valentin Oprea, Maria Patricia Roman, Cristina Mihaela Ormindean, Ionel Daniel Nati, Viorela Elena Suciu, Alex Emil Hăprean and Dan Mihu
Diagnostics 2025, 15(21), 2686; https://doi.org/10.3390/diagnostics15212686 - 24 Oct 2025
Viewed by 261
Abstract
Background and Clinical Significance: Vesicovaginal leiomyomas are an exceedingly rare form of extrauterine fibroids. They represent less than 1% of all leiomyomas and have been reported in less than 300 cases worldwide since 1733. These benign smooth muscle tumors typically occur in perimenopausal [...] Read more.
Background and Clinical Significance: Vesicovaginal leiomyomas are an exceedingly rare form of extrauterine fibroids. They represent less than 1% of all leiomyomas and have been reported in less than 300 cases worldwide since 1733. These benign smooth muscle tumors typically occur in perimenopausal women aged 35–50 years, presenting in young adults extraordinarily uncommonly. The rarity in younger patients creates significant diagnostic challenges, as clinical presentation often mimics malignant entities, particularly embryonal rhabdomyosarcoma. Case Presentation: This paper presents a 20-year-old nulliparous female who developed progressive dyspareunia and urinary dysfunction over 12 months due to a large vesicovaginal mass. Physical examination revealed a 6–7 cm smooth, firm mass obstructing the vaginal canal. Transvaginal ultrasound demonstrated a well-circumscribed, hypoechoic solid lesion measuring 6.9 cm in the vesicovaginal space. Magnetic resonance imaging showed a characteristic T2-hypointense signal with restricted diffusion consistent with leiomyoma, revealing an incidental septate uterus. Ultrasound-guided core needle biopsy confirmed benign leiomyoma with bland spindle cells, absent atypia, and minimal mitotic activity. The patient underwent successful transvaginal enucleation with complete symptom resolution. Conclusion: This case highlights diagnostic challenges posed by benign leiomyomas in young women presenting with solid pelvic masses. Systematic diagnostic approaches incorporating multimodal imaging and guided tissue sampling are essential to avoid misdiagnosis and unnecessary radical surgery. When malignancy is confidently excluded, management should prioritize fertility preservation in young patients. Full article
(This article belongs to the Special Issue Imaging for the Diagnosis of Obstetric and Gynecological Diseases)
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53 pages, 9438 KB  
Review
Overview of Magnetic Hydrogel Fabrication, Its Basic Characteristics, and Potential Uses in Biomedical Engineering
by Udit Narayan Sharma, Serge Ostrovidov, Sudipto Datta and Hirokazu Kaji
Bioengineering 2025, 12(11), 1142; https://doi.org/10.3390/bioengineering12111142 - 22 Oct 2025
Viewed by 507
Abstract
Magnetic hydrogels are stimulus-responsive hydrogels with rapid response when placed in a magnetic field. Their properties include those of conventional hydrogels such as biocompatibility, viscoelasticity, and a high content of water, with the addition of magnetic actuation, magnetothermal conductivity, and magnetic resonance conferred [...] Read more.
Magnetic hydrogels are stimulus-responsive hydrogels with rapid response when placed in a magnetic field. Their properties include those of conventional hydrogels such as biocompatibility, viscoelasticity, and a high content of water, with the addition of magnetic actuation, magnetothermal conductivity, and magnetic resonance conferred by the magnetic particles. Their use in the biomedical field is constantly growing, with various applications such as drug delivery, hyperthermia treatment, theranostic, and tissue engineering. Since the research field of magnetic hydrogels is very dynamic, it is important to review the literature regularly to highlight the most recent insights of the field. In this review, we focused on the latest advances of magnetic hydrogels and give a large overview on their types, fabrication, properties, and applications in hyperthermia, drug delivery, wound healing, MRI, sensors, and tissue engineering (neural, cartilage, bone, and cardiac tissues). We concluded this review with challenges and future developments of magnetic hydrogels. Full article
(This article belongs to the Section Biomedical Engineering and Biomaterials)
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28 pages, 2421 KB  
Review
Roles of RNA Structures in the Genome Translation of (+) Sense RNA Viruses
by Guangming Lu, Bethel G. Beyene, Joshua Miguele Camacho and Deepak Koirala
Viruses 2025, 17(11), 1404; https://doi.org/10.3390/v17111404 - 22 Oct 2025
Viewed by 582
Abstract
Positive (+) sense RNA viruses include many important pathogens that exploit noncanonical translation mechanisms to express their genomes within the host cells. Unlike DNA or negative (−) sense RNA viruses, (+) sense RNA viruses can directly function as mRNAs, even though they lack [...] Read more.
Positive (+) sense RNA viruses include many important pathogens that exploit noncanonical translation mechanisms to express their genomes within the host cells. Unlike DNA or negative (−) sense RNA viruses, (+) sense RNA viruses can directly function as mRNAs, even though they lack typical features of host mRNAs, such as the 5′ cap structure required for canonical translation initiation. Instead, they exploit structured RNA elements to recruit host translational machinery without the 5′ cap, bypassing the canonical translation initiation mechanism. Prominent examples include internal ribosome entry sites (IRESs) and 3′ cap-independent translation enhancers (3′ CITEs). These RNA modules facilitate translation initiation by recruiting the ribosomal subunits, either directly or through initiation factors, and mediating long-range RNA-RNA interactions. Other regulatory motifs, such as frameshifting signals, allow the ribosome to shift reading frames to regulate protein output. All these RNA elements function through RNA-protein interactions and often utilize host and virus-encoded proteins to hijack the host’s translational apparatus. Over the past several years, various structural biology approaches, including biochemical and enzymatic probing, X-ray crystallography, nuclear magnetic resonance (NMR) spectroscopy, and cryogenic electron microscopy (cryo-EM), have revealed the unique structural roles of these viral RNA elements and their protein complexes. Although a few structures of IRES and CITE domains have been solved through these methods, the structures of these RNA elements and their structure-function relationship have remained largely unknown. This review discusses the current understanding of translation-related RNA structures in (+) sense RNA viruses, the critical RNA-protein interactions they mediate, and various structural biology approaches used to study them. Since the genome of these viruses serves as a template for two mutually exclusive virological processes, namely genome translation and replication, the review also discusses how viruses can utilize RNA structure-based strategies to regulate the switch between genome translation and replication, highlighting future directions for exploring these fundamental virological processes to develop antiviral therapeutics able to combat diseases caused by these pathogens. Full article
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21 pages, 3605 KB  
Article
Brain Tumor Classification in MRI Scans Using Edge Computing and a Shallow Attention-Guided CNN
by Niraj Anil Babar, Junayd Lateef, ShahNawaz Syed, Julia Dietlmeier, Noel E. O’Connor, Gregory B. Raupp and Andreas Spanias
Biomedicines 2025, 13(10), 2571; https://doi.org/10.3390/biomedicines13102571 - 21 Oct 2025
Viewed by 426
Abstract
Background/Objectives: Brain tumors arise from abnormal, uncontrolled cell growth due to changes in the DNA. Magnetic Resonance Imaging (MRI) is vital for early diagnosis and treatment planning. Artificial intelligence (AI), especially deep learning, has shown strong potential in assisting radiologists with MRI analysis. [...] Read more.
Background/Objectives: Brain tumors arise from abnormal, uncontrolled cell growth due to changes in the DNA. Magnetic Resonance Imaging (MRI) is vital for early diagnosis and treatment planning. Artificial intelligence (AI), especially deep learning, has shown strong potential in assisting radiologists with MRI analysis. However, many brain tumor classification models achieve high accuracy at the cost of large model sizes and slow inference, limiting their practicality for medical edge computing. In this work we introduce a new attention-guided classification model and explore how model parameters can be reduced without significantly impacting accuracy. Methods: We develop a shallow attention-guided convolutional neural network (ANSA_Ensemble) and evaluate its effectiveness using Monte Carlo simulations, ablation studies, cross-dataset generalization, and Grad-CAM-generated heatmaps. Several state-of-the-art model compression techniques are also applied to improve the efficiency of our classification pipeline. The model is evaluated on three open-source brain tumor datasets. Results: The proposed ANSA_Ensemble model achieves a best accuracy of 98.04% and an average accuracy of 96.69 ± 0.64% on the Cheng dataset, 95.16 ± 0.33% on the Bhuvaji dataset, and 95.20 ± 0.40% on the Sherif dataset. Conclusions: The performance of the proposed model is comparable to state-of-the-art methods. We find that the best tradeoff between accuracy and speed-up factor is consistently achieved using depthwise separable convolutions. The ablation study confirms the effectiveness of the introduced attention blocks and shows that model accuracy improves as the number of attention blocks increases. Our code is made publicly available. Full article
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