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Keywords = manufacturing of surgical instruments

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16 pages, 8362 KiB  
Article
Analysis of Selected Spark Plasma Sintering Parameters on the Mechanical Properties of Sintered X30Cr13 Steel
by Anna Kulakowska, Teresa Bajor and Anna Kawalek
Materials 2025, 18(13), 3084; https://doi.org/10.3390/ma18133084 - 29 Jun 2025
Viewed by 374
Abstract
This paper presents the possibilities of using the reaction sintering method for the production of tool steel used in medicine. The applied method enables the sintering of powders in one technological process. The SPS (spark plasma sintering) process is a technology in which [...] Read more.
This paper presents the possibilities of using the reaction sintering method for the production of tool steel used in medicine. The applied method enables the sintering of powders in one technological process. The SPS (spark plasma sintering) process is a technology in which electric pulses generate heat and pressure, which allows for the quick and effective connection of powder particles into a homogeneous material with high density and good mechanical properties. As a result, a product of small dimensions and a precisely defined chemical composition, established at the stage of preparing the powder mixture, is obtained. The advantages of the applied production process are the sintering time and small amounts of post-production waste compared to conventional methods of producing a finished product from steel. The method of producing a semi-finished product is particularly useful in the case of small-scale and small-sized production. The subject of the research was the analysis of the conditions for obtaining X30Cr13 martensitic steel used for the production of surgical instruments. This paper analyzes the effect of sintering temperature and time on sinterability and on selected physical and mechanical properties of the obtained materials. The sintering parameters of the starting mixture have been optimized to obtain the highest possible sinter properties, such as density and hardness. Based on the analysis of the results, it was found that the powder preparation method for the SPS process and the grain size significantly affect the microstructure and mechanical properties of the final product. The optimal sintering parameters for X30Cr13 steel are a temperature of 950 °C and a sintering time of 12 min. Furthermore, the use of the SPS method allows for a reduction in the manufacturing costs of martensitic steel semi-finished products. Full article
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14 pages, 7539 KiB  
Article
Biomechanical Evaluation of a Spinal Surgical Instrument: A Numerical–Experimental Approach
by Luca Ciriello and Tomaso Villa
Biomechanics 2025, 5(2), 26; https://doi.org/10.3390/biomechanics5020026 - 20 Apr 2025
Viewed by 387
Abstract
Background/Objectives: The conventional practice in clinical settings involves using multi-use surgical instrumentation (SI). However, there is a growing trend towards transforming these multi-use SIs into disposable surgical instruments, driven by economic and environmental considerations without considering the biomechanical aspects. This study focuses on [...] Read more.
Background/Objectives: The conventional practice in clinical settings involves using multi-use surgical instrumentation (SI). However, there is a growing trend towards transforming these multi-use SIs into disposable surgical instruments, driven by economic and environmental considerations without considering the biomechanical aspects. This study focuses on redesigning an SI kit for implanting cervical spinal facet cages. Understanding the boundary conditions (forces, torques, and bending moments) acting on the SI during surgery is crucial for optimizing its design and materials. Therefore, this study aims to develop a measurement system (MS) to record these loads during implantation and validate it through in vitro testing. Methods: A combined numerical–experimental approach was used to design and calibrate the MS. Finite element analysis (FE) was used to optimize the geometry of the sensitive element of the MS. This was followed by the manufacturing phase using 3D printing and then by calibration tests to determine the stiffness of the system. Finally, the MS was used to measure the boundary conditions applied during SI use during in vitro tests on a cervical Sawbone spine. Results: After designing the measurement system (MS) via finite element analysis, calibration tests determined stiffness values of KF = 1.2385 N/(µm/m) (axial compression), KT = −0.0015 Nm/(µm/m) (torque), and KB = 0.0242 Nm/(µm/m) (non-axial force). In vitro tests identified maximum loads of 40.84 N (compression) and 0.11 Nm (torque). Conclusions: This study developed a measurement system to assess surgical implant boundary conditions. The data will support finite element modeling, guiding the optimization of implant design and materials. Full article
(This article belongs to the Section Injury Biomechanics and Rehabilitation)
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13 pages, 4526 KiB  
Article
Nanometric-Scale-Polished, Engineered Surgical Scalpel Blades Reduce Tissue Inflammation and Scarring
by Lydia Martin, Michelle X. Ling, Victoria Bigdelle and Raphael C. Lee
Surgeries 2025, 6(2), 30; https://doi.org/10.3390/surgeries6020030 - 5 Apr 2025
Viewed by 711
Abstract
Background/Objectives: The insertion of engineered scaffolds and tissues requires precise surgical implantation with minimal interfacial scarring. Nanometric scale material polishing technologies developed for manufacturing microelectronic circuits make it possible to polish and sharpen surgical instruments at near-atomic-scale precision. We tested the hypothesis that [...] Read more.
Background/Objectives: The insertion of engineered scaffolds and tissues requires precise surgical implantation with minimal interfacial scarring. Nanometric scale material polishing technologies developed for manufacturing microelectronic circuits make it possible to polish and sharpen surgical instruments at near-atomic-scale precision. We tested the hypothesis that the use of precision-sharpened scalpel blades would result in less tissue inflammation and incisional scarring. Methods: Parallel contralateral para-spinal longitudinal 4 cm long skin incisions in guinea pigs were performed, one side with a standard scalpel blade (SB) and the other with a polished nanometric scale, engineered experimental scalpel blade (EB). The side used for the polished blade was alternated and blinded from the histochemistry analysis team. The wound was excised at five time points (1, 3, 7, 16, and 60 days) with five animals per group. Histological and histochemical differences were compared. Results: The EB resulted in less bleeding, better wound adherence, relatively less macrophage density, scar volume, and granulation tissue, and significantly reduced levels of M1, M2, and TGF-β expression. Conclusions: Nanometric-scale-polished surgical scalpel blades produce significantly less tissue inflammation, scarring, and fibrosis. Full article
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15 pages, 7221 KiB  
Article
Overcoming Barriers in Neurosurgical Education: Introducing a Simulator for Insular Glioma Resection with Fluorescence Imaging (SIGMA)
by Sifian Al-Hamid, Vanessa Magdalena Swiatek, Julius Reiser, Firat Taskaya, Amir Amini, Klaus-Peter Stein, Ali Rashidi, I. Erol Sandalcioglu and Belal Neyazi
J. Clin. Med. 2025, 14(7), 2479; https://doi.org/10.3390/jcm14072479 - 4 Apr 2025
Viewed by 561
Abstract
Background and Objectives: Realistic surgical simulation models are essential for neurosurgical training, particularly in glioma resection. We developed a patient-specific simulation model designed for fluorescence-guided glioma resection, providing an anatomically accurate and reusable platform for surgical education. While insular gliomas were used as [...] Read more.
Background and Objectives: Realistic surgical simulation models are essential for neurosurgical training, particularly in glioma resection. We developed a patient-specific simulation model designed for fluorescence-guided glioma resection, providing an anatomically accurate and reusable platform for surgical education. While insular gliomas were used as an example, the model can be adapted to simulate gliomas in other brain regions, making it a versatile training tool. Methods: Using open-source 3D software, we created a digitally reconstructed skull, brain, and cerebral vessels, including a fluorescent insular glioma. The model was produced through additive manufacturing and designed with input from neurosurgeons to ensure a realistic and reusable representation of the Sylvian fissure and bone structures. The simulator’s educational effectiveness and usability were evaluated by two senior physicians, four assistant physicians, and six medical students using actual microsurgical instruments. Assessments were based on subjective and objective criteria. Results: Subjective evaluations, using a 5-point Likert scale, showed high face and content validity. Objective measures demonstrated strong construct validity, accurately reflecting the participant’s skills. Medical students and resident neurosurgeons showed marked improvement in their learning curve over three attempts, with progressive improvement in performance. Conclusions: This simulation model addresses advanced neurosurgical training needs by providing a highly realistic, cost- effective, and adaptable platform for fluorescence-guided glioma resection. Its effectiveness in enhancing surgical skills suggests significant potential for broader integration into neurosurgical training programs. Further studies are warranted to explore its applications in different glioma localizations and training settings. Full article
(This article belongs to the Section Oncology)
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20 pages, 786 KiB  
Review
Applications and Effectiveness of 3D Printing in Various Ankle Surgeries: A Narrative Review
by Jeong-Jin Park, Jun Young Choi, Jung-Min Lee, Hyun-Gyu Seok and Chul Hyun Park
Life 2025, 15(3), 473; https://doi.org/10.3390/life15030473 - 15 Mar 2025
Cited by 1 | Viewed by 931
Abstract
Background: Technological advancements have made three-dimensional printing prevalent in orthopedic surgery. It facilitates the production of customized implants and tailored patient instruments, enhancing surgical planning and results. This review focuses on the uses and effectiveness of patient-specific products manufactured using three-dimensional printing in [...] Read more.
Background: Technological advancements have made three-dimensional printing prevalent in orthopedic surgery. It facilitates the production of customized implants and tailored patient instruments, enhancing surgical planning and results. This review focuses on the uses and effectiveness of patient-specific products manufactured using three-dimensional printing in ankle surgery. Methods: A search of databases—PubMed, Embase, Cochrane Library, and Google Scholar—yielded 41 articles for review. Results: Total talus replacement offers a viable alternative to standard treatments like arthrodesis and total ankle arthroplasty. Custom implants and patient-specific instrumentation in total ankle arthroplasty procedures guarantee a tailored fit and accurate alignment. For arthrodesis, three-dimensional printing enables the production of cages, effectively solving issues associated with conventional bone grafts, such as poor bone quality, significant defects, and nonunion. Additionally, patient-specific instrumentation facilitates the swift and accurate placement of Kirschner wires at the correct sites. When performing supramalleolar osteotomy, patient-specific instrumentation leads to shorter operation times, reduced blood loss, and less radiation exposure. Conclusions: Three-dimensional printing is increasingly employed in ankle surgeries, and as technology advances, it is anticipated to become critical for addressing complex ankle issues. Full article
(This article belongs to the Section Medical Research)
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14 pages, 6619 KiB  
Article
The Use of Nanosecond Pulsed Fibre Laser Treatment to Improve the Corrosion Resistance of 316L SS Utilised as Surgical Devices
by Vinicius da Silva Neves, Felipe Queiroz Correa, Murilo Oliveira Alves Ferreira, Alessandro Roger Rodrigues, Witor Wolf, Rodrigo Galo, Fátima Maria Mitsue Yasuoka and Jéferson Aparecido Moreto
Materials 2024, 17(24), 6178; https://doi.org/10.3390/ma17246178 - 18 Dec 2024
Cited by 1 | Viewed by 869
Abstract
The nanosecond pulsed fibre laser (NsPFL) treatment is extensively employed to distinguish hospital surgical instruments (micro-surgical forceps, surgical blades, orthopaedic drills, and high-precision laparoscopic tools), which are generally composed of stainless steel. Nevertheless, if the laser parameters are not properly optimised, this process [...] Read more.
The nanosecond pulsed fibre laser (NsPFL) treatment is extensively employed to distinguish hospital surgical instruments (micro-surgical forceps, surgical blades, orthopaedic drills, and high-precision laparoscopic tools), which are generally composed of stainless steel. Nevertheless, if the laser parameters are not properly optimised, this process may unintentionally provoke corrosion. Maintaining the structural integrity of these materials is essential for ensuring patient safety and minimising long-term costs. This work aims to optimise the laser scanning parameters for marking 316L stainless steel (316L SS), seeking to improve its corrosion resistance. The corrosion behaviour was assessed by using open circuit potential (OCP), potentiodynamic polarisation curves (PPc), and electrochemical impedance spectroscopy (EIS) techniques, conducted in 0.9% wt NaCl solution at a controlled temperature of 25 ± 1 °C. A comprehensive study employing optical profilometry has significantly enhanced our understanding of the corrosion micromechanisms of 316L SS, comparing specimens both with and without NsPFL treatment. Considering applications involving environments rich in chloride ions, the results indicated that the NsPFL-316L SS samples demonstrated markedly enhanced performance compared to the untreated base material after 48 h of immersion in 0.9% wt NaCl solution. This improvement is particularly noteworthy given the widespread utilisation of 316L SS in the manufacturing of surgical instruments, where corrosion resistance is of paramount importance. Full article
(This article belongs to the Section Corrosion)
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16 pages, 6121 KiB  
Review
Concept and Design of Cutting Tools for Osseodensification in Implant Dentistry
by Alexander Isaev, Maria Isaeva, Oleg Yanushevich, Natella Krikheli, Olga Kramar, Aleksandr Tsitsiashvili, Sergey Grigoriev, Catherine Sotova and Pavel Peretyagin
Sci 2024, 6(4), 79; https://doi.org/10.3390/sci6040079 - 2 Dec 2024
Viewed by 1552
Abstract
Osseodensification is an innovative surgical instrumentation technique based on additive (non-cutting) drilling using special burs. It is known from the literature, that the osseodensification burs should operate in a clockwise direction to drill holes and in a counterclockwise direction to compact the osteotomy [...] Read more.
Osseodensification is an innovative surgical instrumentation technique based on additive (non-cutting) drilling using special burs. It is known from the literature, that the osseodensification burs should operate in a clockwise direction to drill holes and in a counterclockwise direction to compact the osteotomy walls. For these purposes, the burs have special design features, like conical contour shape, increased number of helical flutes, and negative rake angle on the peripheral part. However, although other parameters and features of the burs define their overall performance, they are not described sufficiently, and their influence on surgical quality is almost unknown both for clinicians and tool manufacturers. The purpose of the present research is to identify the key design features of burs for osseodensification and their functional relationship with the qualitative indices of the procedure based on an analytical review of research papers and patent documents. It will help to further improve the design of osseodensification burs and thereby enhance the surgical quality and, ultimately, patient satisfaction. Results: The most important design features and parameters of osseodensification burs are identified. Thereon, the structural model of osseodensification bur is first represented as a hypergraph. Based on the analysis of previous research, functional relationships between design parameters of osseodensification burs, osseodensification procedure conditions, and procedure performance data were established and, for the first time, described in the comprehensive form of a hypergraph. Conclusions: This study provides formal models that form the basis of database structure and its control interface, which will be used in the later developed computer-aided design module to create advanced types of burs under consideration. These models will also help to make good experimental designs used in studies aimed at improving the efficiency of the osseodensification procedure. Full article
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18 pages, 11695 KiB  
Article
Proof of Concept of a New Revision Procedure for Ceramic Inlays of Acetabular Cups Using a Shape-Memory Alloy Actuator System
by Christian Rotsch, Karoline Kemter-Esser, Johanna Dohndorf, Kerstin Funke, Christoph-Eckhard Heyde and Welf-Guntram Drossel
Bioengineering 2024, 11(9), 868; https://doi.org/10.3390/bioengineering11090868 - 27 Aug 2024
Viewed by 1423
Abstract
The revision of ceramic inlays of acetabular cups is a challenging surgical procedure. The mechanical impact during the inlay extraction process can damage the ceramic or metal cup rim. To avoid these risks, a concept for a new revision procedure was developed. It [...] Read more.
The revision of ceramic inlays of acetabular cups is a challenging surgical procedure. The mechanical impact during the inlay extraction process can damage the ceramic or metal cup rim. To avoid these risks, a concept for a new revision procedure was developed. It is based on an actuator system, which allows a non-destructive release of the ceramic inlay. To integrate the actuator system, different design concepts of acetabular cup components were investigated, and an actuator based on shape-memory alloy (SMA) wires was developed. The process chain for the actuator, starting from nickel-titanium wires manufactured into the actuator geometry by laser welding and thermo-mechanical treatment for the shape setting process up to the functionality evaluation of the actuator system, was implemented on a laboratory scale. The new revision procedure is based on a phase transformation of the SMA wire actuator, which was obtained through two methods—applying an electrical current by an instrument and rinsing the wire with heated water. The phase transformation of the actuator resulted in a contraction between 3.2% and 4.3% compared to its length after pre-stretching and was able to release the ceramic inlay from the cup. Therefore, the developed actuator design and process chain is a proof of concept towards a new revision procedure for modular acetabular cups. Full article
(This article belongs to the Special Issue Novel and Advanced Technologies for Orthopaedic Implant)
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15 pages, 8147 KiB  
Article
Enhancing Veress Needle Entry with Proximal Vibroacoustic Sensing for Automatic Identification of Peritoneum Puncture
by Moritz Spiller, Nazila Esmaeili, Thomas Sühn, Axel Boese, Salmai Turial, Andrew A. Gumbs, Roland Croner, Michael Friebe and Alfredo Illanes
Diagnostics 2024, 14(15), 1698; https://doi.org/10.3390/diagnostics14151698 - 5 Aug 2024
Cited by 2 | Viewed by 1483
Abstract
Laparoscopic access, a critical yet challenging step in surgical procedures, often leads to complications. Existing systems, such as improved Veress needles and optical trocars, offer limited safety benefits but come with elevated costs. In this study, a prototype of a novel technology for [...] Read more.
Laparoscopic access, a critical yet challenging step in surgical procedures, often leads to complications. Existing systems, such as improved Veress needles and optical trocars, offer limited safety benefits but come with elevated costs. In this study, a prototype of a novel technology for guiding needle interventions based on vibroacoustic signals is evaluated in porcine cadavers. The prototype consistently detected successful abdominal cavity entry in 100% of cases during 193 insertions across eight porcine cadavers. The high signal quality allowed for the precise identification of all Veress needle insertion phases, including peritoneum puncture. The findings suggest that this vibroacoustic-based guidance technology could enhance surgeons’ situational awareness and provide valuable support during laparoscopic access. Unlike existing solutions, this technology does not require sensing elements in the instrument’s tip and remains compatible with medical instruments from various manufacturers. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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20 pages, 7387 KiB  
Article
Press-Fit Placement of a Rectangular Block Implant in the Resorbed Alveolar Ridge: Surgical and Biomechanical Considerations
by Efthimios Gazelakis, Roy B. Judge, Joseph E. A. Palamara, Shiva Subramanian and Mohsin Nazir
Bioengineering 2024, 11(6), 532; https://doi.org/10.3390/bioengineering11060532 - 23 May 2024
Viewed by 1726
Abstract
Rectangular Block Implant (RBIs) were manufactured, using computer-aided-design lathe turning, surface roughened with grit blasting and gamma irradiated. Implants were surgically placed into the resorbed edentulous mandibular ridges of both greyhound dogs (ex vivo and in vivo) and humans; the pooled total was [...] Read more.
Rectangular Block Implant (RBIs) were manufactured, using computer-aided-design lathe turning, surface roughened with grit blasting and gamma irradiated. Implants were surgically placed into the resorbed edentulous mandibular ridges of both greyhound dogs (ex vivo and in vivo) and humans; the pooled total was 17 placements. The aim was to achieve mechanical stability and full implant submergence without damage to the mandibular canal and without bone fracture: fulfilment of all of these criteria was deemed to be a successful surgical outcome. Rectangular osteotomy sites were prepared with piezo surgical instrumentation. Sixteen implants were fully submerged and achieved good primary stability without bone fracture and without evidence of impingement of the mandibular canal. One implant placement was deemed a failure due to bone fracture: the event of a random successful outcome was rejected (p < 0.01 confidence, binomial analysis). Technique of placement yielded excellent mechanical retention: key biomechanical factors that emerged in this process included under preparation of the osteotomy site with the use of specifically designed trial-fit gauges, the viscoelastic property of the peri-implant bone, the flat faces and cornered edges of the block surfaces which enhance stress distribution and mechanical retention, respectively. It was concluded that the surgical protocol for the RBI placement in the resorbed alveolus is a predictable clinical procedure tailored to its specific, unique biomechanical profile. Full article
(This article belongs to the Special Issue Translational Advances in Dental Implants)
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8 pages, 1171 KiB  
Communication
Retention Rates of Genetic Therapies Based on AAV Serotypes 2 and 8 Using Different Drug-Delivery Materials
by Felix F. Reichel, Peter Kiraly, Immanuel P. Seitz and M. Dominik Fischer
Int. J. Mol. Sci. 2024, 25(7), 3705; https://doi.org/10.3390/ijms25073705 - 26 Mar 2024
Viewed by 1582
Abstract
The purpose of this study was to compare the retention rate of Adeno-associated viral vector (AAV) gene therapy agents within different subretinal injection systems. The retention of AAV serotype 2-based voretigene neparvovec (VN) and a clinical-grade AAV serotype 8 vector within four different [...] Read more.
The purpose of this study was to compare the retention rate of Adeno-associated viral vector (AAV) gene therapy agents within different subretinal injection systems. The retention of AAV serotype 2-based voretigene neparvovec (VN) and a clinical-grade AAV serotype 8 vector within four different subretinal cannulas from two different manufacturers was quantified. A standardized qPCR using the universal inverted terminal repeats as a target sequence was developed. The instruments compared were the PolyTip® cannula 25 g/38 g by MedOne Surgical, Inc., Sarasota, FL, USA, and three different subretinal injection needles by DORC, Zuidland, The Netherlands (1270.EXT Extendible 41G subretinal injection needle (23G), DORC 1270.06 23G Dual bore injection cannula, DORC 27G Subretinal injection cannula). The retention rate of VN and within the DORC products (10–28%) was comparable to the retention rate (32%) found for the PolyTip® cannula that is mentioned in the FDA-approved prescribing information for VN. For the AAV8 vector, the PolyTip® cannula showed a retention rate of 14%, and a similar retention rate of 3–16% was found for the DORC products (test–retest variability: mean 4.5%, range 2.5–20.2%). As all the instruments tested showed comparable retention rates, they seem to be equally compatible with AAV2- and AAV8-based gene therapy agents. Full article
(This article belongs to the Special Issue Retinal Degenerative Diseases: 2nd Edition)
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20 pages, 9193 KiB  
Article
Effect of Tempering Time on the Microstructure and Properties of Martensitic Stainless Steel
by Wei Jiang, Dong Wu, Qinyi Zhang, Mingxuan Li and Wei Liu
Metals 2024, 14(3), 322; https://doi.org/10.3390/met14030322 - 11 Mar 2024
Cited by 8 | Viewed by 3362
Abstract
Martensitic stainless steels (MSSs) have been widely used in the manufacture of turbine blades, surgical instruments, and cutting tools because of their hardness and corrosion resistance. The MSSs are usually tempered at a temperature no higher than 250 °C after quenching to avoid [...] Read more.
Martensitic stainless steels (MSSs) have been widely used in the manufacture of turbine blades, surgical instruments, and cutting tools because of their hardness and corrosion resistance. The MSSs are usually tempered at a temperature no higher than 250 °C after quenching to avoid the decline in the hardness, strength, and corrosion resistance of the steels. However, some short-time thermal shocks are inevitable in processes like welding, water grinding, laser marking, etc., in the manufacturing of kitchen knives, all of which may have negative effects on the mechanical properties and corrosion resistance. The effects of these short-time thermal shocks have rarely been studied. In this paper, the martensitic stainless steel 5Cr15MoV (X50CrMoV15 is European Standards) was selected to be tempered at the sensitization temperatures (480 to 600 °C) for a series of times (0.5 to 128 min) after quenching, and the microstructures, hardness, and corrosion resistance of the steel after tempering were investigated. It was shown that the variation in hardness and corrosion resistance of the 5Cr15MoV steel could be divided into four stages over time during tempering at the sensitization temperatures. The hardness of steel was found to increase at first and then decrease with time; accordingly, good corrosion resistance was retained in the initial few minutes of tempering, which then deteriorated fast. The variation in hardness and corrosion resistance of the 5Cr15MoV steel is related to the diffusion of C and Cr atoms at different tempering temperatures. The mechanism of the mechanical properties and corrosion resistance variation caused by the diffusion of C and Cr atoms during tempering at the sensitization temperatures was also discussed. Full article
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4 pages, 1131 KiB  
Proceeding Paper
Wire EDM Process of AISI 431 Martensitic Stainless Steel: A Machinability Investigation
by Balasubramaniyan Chandrasekaran, Santosh Sampath, Arun Anbalagan, Vengatesh Paneerselvam and Vignesh Karthick
Eng. Proc. 2024, 61(1), 27; https://doi.org/10.3390/engproc2024061027 - 3 Feb 2024
Cited by 2 | Viewed by 974
Abstract
The wire EDM process for AISI 431 martensitic stainless steel involves meticulously investigating its machinability. This study explores the intricate details of the machining process, considering factors such as material characteristics and cutting conditions. A steep increase of 51.59% in pulse on time [...] Read more.
The wire EDM process for AISI 431 martensitic stainless steel involves meticulously investigating its machinability. This study explores the intricate details of the machining process, considering factors such as material characteristics and cutting conditions. A steep increase of 51.59% in pulse on time was observed following enhanced material removal. As servo voltage and pulse-off decreased, surface roughness decreased by 24.31%. The aim was to increase the efficiency and precision of the wire EDM process for this AISI 431 stainless steel grade. The investigation shows valuable insights for manufacturing applications, especially in surgical instruments, orthopedic implants, and medical casing. The findings will enhance the performance and quality of AISI 431 martensitic stainless steel components. Full article
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18 pages, 27457 KiB  
Article
Combined Edge Loss UNet for Optimized Segmentation in Total Knee Arthroplasty Preoperative Planning
by Luca Marsilio, Andrea Moglia, Matteo Rossi, Alfonso Manzotti, Luca Mainardi and Pietro Cerveri
Bioengineering 2023, 10(12), 1433; https://doi.org/10.3390/bioengineering10121433 - 16 Dec 2023
Cited by 7 | Viewed by 2443
Abstract
Bone segmentation and 3D reconstruction are crucial for total knee arthroplasty (TKA) surgical planning with Personalized Surgical Instruments (PSIs). Traditional semi-automatic approaches are time-consuming and operator-dependent, although they provide reliable outcomes. Moreover, the recent expansion of artificial intelligence (AI) tools towards various medical [...] Read more.
Bone segmentation and 3D reconstruction are crucial for total knee arthroplasty (TKA) surgical planning with Personalized Surgical Instruments (PSIs). Traditional semi-automatic approaches are time-consuming and operator-dependent, although they provide reliable outcomes. Moreover, the recent expansion of artificial intelligence (AI) tools towards various medical domains is transforming modern healthcare. Accordingly, this study introduces an automated AI-based pipeline to replace the current operator-based tibia and femur 3D reconstruction procedure enhancing TKA preoperative planning. Leveraging an 822 CT image dataset, a novel patch-based method and an improved segmentation label generation algorithm were coupled to a Combined Edge Loss UNet (CEL-UNet), a novel CNN architecture featuring an additional decoding branch to boost the bone boundary segmentation. Root Mean Squared Errors and Hausdorff distances compared the predicted surfaces to the reference bones showing median and interquartile values of 0.26 (0.19–0.36) mm and 0.24 (0.18–0.32) mm, and of 1.06 (0.73–2.15) mm and 1.43 (0.82–2.86) mm for the tibia and femur, respectively, outperforming previous results of our group, state-of-the-art, and UNet models. A feasibility analysis for a PSI-based surgical plan revealed sub-millimetric distance errors and sub-angular alignment uncertainties in the PSI contact areas and the two cutting planes. Finally, operational environment testing underscored the pipeline’s efficiency. More than half of the processed cases complied with the PSI prototyping requirements, reducing the overall time from 35 min to 13.1 s, while the remaining ones underwent a manual refinement step to achieve such PSI requirements, performing the procedure four to eleven times faster than the manufacturer standards. To conclude, this research advocates the need for real-world applicability and optimization of AI solutions in orthopedic surgical practice. Full article
(This article belongs to the Special Issue Artificial Intelligence in Surgery)
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7 pages, 1229 KiB  
Brief Report
Enhanced Precision in Genioplasty: A Novel Intraoperative Spatial Repositioning Using Computer-Aided Design and Manufacturing Technology and a Holographic Mixed Reality Application
by Masahide Koyachi, Keisuke Sugahara, Kotaro Tachizawa, Akihiro Nishiyama, Kento Odaka, Satoru Matsunaga, Maki Sugimoto, Chie Tachiki, Yasushi Nishii and Akira Katakura
J. Clin. Med. 2023, 12(23), 7408; https://doi.org/10.3390/jcm12237408 - 29 Nov 2023
Cited by 7 | Viewed by 1899
Abstract
Genioplasty is performed for the orthognathic surgical correction of dentofacial deformities. This article reports a safe and accurate method for genioplasty combining a novel three-dimensional (3D) device with mixed reality (MR)-assisted surgery using a registration marker and a head-mounted display. Four types of [...] Read more.
Genioplasty is performed for the orthognathic surgical correction of dentofacial deformities. This article reports a safe and accurate method for genioplasty combining a novel three-dimensional (3D) device with mixed reality (MR)-assisted surgery using a registration marker and a head-mounted display. Four types of devices were designed based on the virtual operation: a surgical splint with a connector; an osteotomy device; a repositioning device; and a registration marker. Microsoft HoloLens 2 and Holoeyes MD were used to project holograms created using computed tomography (CT) data onto the surgical field to improve the accuracy of the computer-aided designed and manufactured (CAD/CAM) surgical guides. After making an incision on the oral vestibule, the splint was fitted on the teeth and the osteotomy device was mounted at the junction site, placed directly on the exposed mandible bone surface. Temporary screws were fixed into the screw hole. An ultrasonic cutting instrument was used for the osteotomy. After separating the bone, a repositioning device was connected to the splint junction and bone segment, and repositioning was performed. At the time of repositioning, the registration marker was connected to the splint junction, and mandible repositioning was confirmed three-dimensionally through HoloLens 2 into the position specified in the virtual surgery. The rate of overlay error between the preoperative virtual operation and one-month postoperative CT data within 2 mm was 100%. CAD/CAM combined with MR enabled accurate genioplasty. Full article
(This article belongs to the Special Issue Innovation in Facial Plastic and Aesthetic Surgery)
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