Pub Date : 2026-01-23DOI: 10.1088/1873-4030/ae2918
Famke Janssen, Thom Bitter, Nico Verdonschot, Dennis Janssen
Knee joint distraction is a joint-preserving treatment for younger patients (45-65 years) with tibiofemoral osteoarthritis, aiming to unload cartilage by temporarily separating the femur and tibia. The KneeReviver (KR) is a distraction device specifically developed for this purpose. Despite clinical successes, inter-patient variability in outcomes indicate a limited understanding of its mechanical behavior. This study evaluates the mechanical contribution of KR's bone pins and springs using finite element (FE) modeling. Variations in bone pin length, diameter, and the inclusion of KR's springs were assessed in terms of contact mechanics, initial joint gap creation, and gap narrowing under axial load. Results showed that smaller pin diameters, longer pin lengths, and the inclusion of springs increased cartilage contact pressures, reduced initial joint gaps, and led to earlier joint gap closure. These findings identify critical mechanical factors that may inform future device design, patient-specific configurations, and surgical application strategies.
{"title":"Knee joint distraction in tibiofemoral osteoarthritis: evaluating the impact of bone pins and springs on the mechanical performance of the KneeReviver device.","authors":"Famke Janssen, Thom Bitter, Nico Verdonschot, Dennis Janssen","doi":"10.1088/1873-4030/ae2918","DOIUrl":"https://doi.org/10.1088/1873-4030/ae2918","url":null,"abstract":"<p><p>Knee joint distraction is a joint-preserving treatment for younger patients (45-65 years) with tibiofemoral osteoarthritis, aiming to unload cartilage by temporarily separating the femur and tibia. The KneeReviver (KR) is a distraction device specifically developed for this purpose. Despite clinical successes, inter-patient variability in outcomes indicate a limited understanding of its mechanical behavior. This study evaluates the mechanical contribution of KR's bone pins and springs using finite element (FE) modeling. Variations in bone pin length, diameter, and the inclusion of KR's springs were assessed in terms of contact mechanics, initial joint gap creation, and gap narrowing under axial load. Results showed that smaller pin diameters, longer pin lengths, and the inclusion of springs increased cartilage contact pressures, reduced initial joint gaps, and led to earlier joint gap closure. These findings identify critical mechanical factors that may inform future device design, patient-specific configurations, and surgical application strategies.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127174","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The development of fully biodegradable cardiac occluders presents unique performance challenges, particularly requiring a balance between initial mechanical strength, appropriate degradation kinetics, and enhanced biocompatibility. Although 4D printing offers promising prospects for manufacturing personalized cardiac occluders, there remains a lack of systematic reviews elucidating how material properties and printing strategies can overcome these performance bottlenecks. This review systematically analyzes research findings on the material-property-processing relationships of materials such as aliphatic polyesters and their application in occluder development. Findings indicate that material modification combined with 4D printing parameter control can achieve nonlinear stress-strain behavior and customized degradation profiles-properties critical for cardiac tissue repair. We contend that integrating material design with 4D printing processes represents a key direction for achieving high-performance, personalized cardiac occluder design and manufacturing.
{"title":"Addressing the performance challenges of fully biodegradable cardiac occluders: a review on material advances and 4D-printing fabrication strategies.","authors":"Hai Ding, Lihua Zhao, Xiaofeng Wang, Jixiang Jin, Bingxin Ma, Shuwen He, Fengjun Chen, Shaozhen Hua","doi":"10.1088/1873-4030/ae2ec8","DOIUrl":"https://doi.org/10.1088/1873-4030/ae2ec8","url":null,"abstract":"<p><p>The development of fully biodegradable cardiac occluders presents unique performance challenges, particularly requiring a balance between initial mechanical strength, appropriate degradation kinetics, and enhanced biocompatibility. Although 4D printing offers promising prospects for manufacturing personalized cardiac occluders, there remains a lack of systematic reviews elucidating how material properties and printing strategies can overcome these performance bottlenecks. This review systematically analyzes research findings on the material-property-processing relationships of materials such as aliphatic polyesters and their application in occluder development. Findings indicate that material modification combined with 4D printing parameter control can achieve nonlinear stress-strain behavior and customized degradation profiles-properties critical for cardiac tissue repair. We contend that integrating material design with 4D printing processes represents a key direction for achieving high-performance, personalized cardiac occluder design and manufacturing.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1088/1873-4030/ae2685
Tanmoy Loha, Bidyut Pal
Peri-prosthetic bone remodelling and bone ingrowth into porous implants are two different evolutionary processes that occur simultaneously post-implantation. Local mechanical stimuli generated in the implant-bone structure play a major role in these processes. Bone remodelling changes the bone density, influencing the local mechanical stimuli. Independent numerical predictions of bone remodelling and bone ingrowth have been reported in the literature. However, the influence of bone remodelling on bone ingrowth has rarely been investigated. The objective of this numerical study was to determine the effect of bone remodelling on bone ingrowth into a lattice porous hip stem using computed-tomography (CT) based model of a femur. In the finite element models, bone material property was assigned based on the CT-grey value. Peak loadings for normal walking and stair climbing were applied. Bone remodelling was simulated in the implanted bone macromodel using a strain-energy-density based phenomenological bone remodelling algorithm. Whereas, bone ingrowth was simulated on four submodels using a mechanoregulatory algorithm. A mapping framework was developed to exchange information between the macroscale model and the submodels. The simulation of bone ingrowth without bone remodelling predicted 72%-91% of bone ingrowth considering all submodels. When bone remodelling was integrated with bone ingrowth simulation, the amount of bone ingrowth was reduced to 66%-81%. Computational model-based validation indicated that the lattice-porous hip stem could achieve an estimated bone in growth of at least 66% under simulated bone remodelling conditions. Consequently, the average Young's moduli of the newly formed tissues (in four submodels) were found to be lower when bone remodelling was integrated with the bone ingrowth simulation. Prediction of bone ingrowth was considerably influenced by the bone remodelling process.
{"title":"The effect of bone remodelling on bone ingrowth into a novel porous hip implant-a finite element study integrated with a mechanoregulatory algorithm.","authors":"Tanmoy Loha, Bidyut Pal","doi":"10.1088/1873-4030/ae2685","DOIUrl":"https://doi.org/10.1088/1873-4030/ae2685","url":null,"abstract":"<p><p>Peri-prosthetic bone remodelling and bone ingrowth into porous implants are two different evolutionary processes that occur simultaneously post-implantation. Local mechanical stimuli generated in the implant-bone structure play a major role in these processes. Bone remodelling changes the bone density, influencing the local mechanical stimuli. Independent numerical predictions of bone remodelling and bone ingrowth have been reported in the literature. However, the influence of bone remodelling on bone ingrowth has rarely been investigated. The objective of this numerical study was to determine the effect of bone remodelling on bone ingrowth into a lattice porous hip stem using computed-tomography (CT) based model of a femur. In the finite element models, bone material property was assigned based on the CT-grey value. Peak loadings for normal walking and stair climbing were applied. Bone remodelling was simulated in the implanted bone macromodel using a strain-energy-density based phenomenological bone remodelling algorithm. Whereas, bone ingrowth was simulated on four submodels using a mechanoregulatory algorithm. A mapping framework was developed to exchange information between the macroscale model and the submodels. The simulation of bone ingrowth without bone remodelling predicted 72%-91% of bone ingrowth considering all submodels. When bone remodelling was integrated with bone ingrowth simulation, the amount of bone ingrowth was reduced to 66%-81%. Computational model-based validation indicated that the lattice-porous hip stem could achieve an estimated bone in growth of at least 66% under simulated bone remodelling conditions. Consequently, the average Young's moduli of the newly formed tissues (in four submodels) were found to be lower when bone remodelling was integrated with the bone ingrowth simulation. Prediction of bone ingrowth was considerably influenced by the bone remodelling process.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The gastric electrical impedance tomography (gEIT) has been assessed by the conventional13C-acetate breath test (BT) for gastric retention evaluation. ThegEIT images the conductivity distribution of the gastric volumeVtmin the stomach. ThegEIT was applied to seven healthy subjects during gastric emptying under the experimental conditions which are (i) frequencies of applied current is 30 kHz and 200 ml of 200 kcal liquid meal added with 100 mg sodium acetate- 1-13C. During the 90 min of measurement time, thegEIT measured each subject at five-minutes intervals, followed by the BT measurement. ThegEIT calculated the gastric volumeVtm[%] based on the gastric conductivity distributionσobtained from the reconstructed image. Fifty percent completion time of gastric emptyingt50and13CO2-peak exhalation timetmaxwere used as parameters to characterize gastric emptying during the BT. ThegEIT images the conductivity distribution of the gastric volumeVtm[%] in the abdomen. The experimental results show gEIT is strongly correlated with BT between the values oftmaxandt50at frequency of 30 kHz, which indicates a low error in the gastric retention evaluation.gEIT proves to be a reliable, non-radioactive alternative for gastric retention evaluation.
{"title":"Assessment of gastric electrical impedance tomography by<sup>13</sup>C-acetate breath test for gastric retention evaluation.","authors":"Yujiro Kikushima, Kiagus Aufa Ibrahim, Tomoaki Matsumura, Mai Fujie, Hideki Hayashi, Masahiro Takei","doi":"10.1088/1873-4030/ae23c3","DOIUrl":"https://doi.org/10.1088/1873-4030/ae23c3","url":null,"abstract":"<p><p>The gastric electrical impedance tomography (<i>g</i>EIT) has been assessed by the conventional<sup>13</sup>C-acetate breath test (BT) for gastric retention evaluation. The<i>g</i>EIT images the conductivity distribution of the gastric volumeVtmin the stomach. The<i>g</i>EIT was applied to seven healthy subjects during gastric emptying under the experimental conditions which are (i) frequencies of applied current is 30 kHz and 200 ml of 200 kcal liquid meal added with 100 mg sodium acetate- 1-<sup>13</sup>C. During the 90 min of measurement time, the<i>g</i>EIT measured each subject at five-minutes intervals, followed by the BT measurement. The<i>g</i>EIT calculated the gastric volumeVtm[%] based on the gastric conductivity distributionσobtained from the reconstructed image. Fifty percent completion time of gastric emptyingt50and<sup>13</sup>CO<sub>2</sub>-peak exhalation timetmaxwere used as parameters to characterize gastric emptying during the BT. The<i>g</i>EIT images the conductivity distribution of the gastric volumeVtm[%] in the abdomen. The experimental results show gEIT is strongly correlated with BT between the values oftmaxandt50at frequency of 30 kHz, which indicates a low error in the gastric retention evaluation.<i>g</i>EIT proves to be a reliable, non-radioactive alternative for gastric retention evaluation.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127222","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1088/1873-4030/ae23c5
Wenting Xu, Duhee Jeon, Younghwan Lim, Woosung Kim, Sanghyun Cho, Hyosung Cho
Accurate synthesis of bone and bone-suppression (B-S) images from chest radiographs is crucial for enhancing diagnostic precision in detecting lung abnormalities. Most deep learning methods, which typically generate only one type of image, limit diagnostic scope. This study introduces a novel multi-task interactive feature transfer network (MIFT-Net), which synthesizes dual-energy-like chest images simultaneously using computed tomography (CT) data. MIFT-Net employs a phased feature extraction and separation strategy to progressively generate clear bone and B-S images. By fusing features from different stages of the feature extraction process, the network promotes feature interaction and enhancement between the tasks of bone and B-S image synthesis. Finally, a multi-branch decoder outputs the generated images. For training, fast fuzzy C-means segmentation and pseudo x-ray techniques are utilized to generate bone and B-S images from CT data. MIFT-Net demonstrated superior performance on the test set, significantly outperforming existing image transformation methods in terms of peak signal-to-noise ratio, structural similarity index measure, and root-mean-square error for both bone and B-S images. A feasibility study on clinical chest x-ray images and a downstream diagnostic classification task suggest MIFT-Net's robustness and transferability, indicating its potential to enhance diagnostic accuracy and aid in clinical decision-making.
{"title":"Multi-task interactive feature transfer network for dual-energy-like chest radiography image synthesis using CT data.","authors":"Wenting Xu, Duhee Jeon, Younghwan Lim, Woosung Kim, Sanghyun Cho, Hyosung Cho","doi":"10.1088/1873-4030/ae23c5","DOIUrl":"https://doi.org/10.1088/1873-4030/ae23c5","url":null,"abstract":"<p><p>Accurate synthesis of bone and bone-suppression (B-S) images from chest radiographs is crucial for enhancing diagnostic precision in detecting lung abnormalities. Most deep learning methods, which typically generate only one type of image, limit diagnostic scope. This study introduces a novel multi-task interactive feature transfer network (MIFT-Net), which synthesizes dual-energy-like chest images simultaneously using computed tomography (CT) data. MIFT-Net employs a phased feature extraction and separation strategy to progressively generate clear bone and B-S images. By fusing features from different stages of the feature extraction process, the network promotes feature interaction and enhancement between the tasks of bone and B-S image synthesis. Finally, a multi-branch decoder outputs the generated images. For training, fast fuzzy C-means segmentation and pseudo x-ray techniques are utilized to generate bone and B-S images from CT data. MIFT-Net demonstrated superior performance on the test set, significantly outperforming existing image transformation methods in terms of peak signal-to-noise ratio, structural similarity index measure, and root-mean-square error for both bone and B-S images. A feasibility study on clinical chest x-ray images and a downstream diagnostic classification task suggest MIFT-Net's robustness and transferability, indicating its potential to enhance diagnostic accuracy and aid in clinical decision-making.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127239","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Radiculopathy is a painful condition characterized by nerve root (NR) compression. NRs possess unique anatomical and biomechanical features, including the absence of protective layers, making them particularly vulnerable to deformation. This review aims to synthesize current knowledge of NR biomechanics, elucidate the mechanisms linking compressive loading to radicular pain, and identify literature gaps. A search of PubMed and Scopus was conducted with search terms targeting NR biomechanics and pain. Two reviewers independently screened 2658 titles, abstracts, and texts, identifying 53 studies that met the inclusion criteria. Current evidence underscores the role of mechanical stress in radiculopathy, with studies identifying compression thresholds that disrupt NR function. Key anatomical culprits include intervertebral discs, ligaments, and vertebrae. Research highlights the viscoelastic nature of NRs, which may amplify dysfunction under chronic loading and lead to ectopic firing and persistent pain. Despite these insights, considerable gaps remain in linking precise biomechanical thresholds to symptoms. Advancing this field requires further knowledge on nervous tissue mechanical properties. With further knowledge of tissue behavior, integration of state-of-the-art technology could explore the interplay of loading and NR responses. A deeper understanding of mechanisms could revolutionize diagnostics and offer tailored interventions to alleviate pain and improve patient outcomes.
{"title":"Mechanical behavior of nerve roots and pain mechanisms: insights and opportunities for advancement.","authors":"Mackenzie Hoey, Rachel Bruns Estorge, Kaitlin Gallagher, Alex Vadati, Zac Domire","doi":"10.1088/1873-4030/ae28ed","DOIUrl":"https://doi.org/10.1088/1873-4030/ae28ed","url":null,"abstract":"<p><p>Radiculopathy is a painful condition characterized by nerve root (NR) compression. NRs possess unique anatomical and biomechanical features, including the absence of protective layers, making them particularly vulnerable to deformation. This review aims to synthesize current knowledge of NR biomechanics, elucidate the mechanisms linking compressive loading to radicular pain, and identify literature gaps. A search of PubMed and Scopus was conducted with search terms targeting NR biomechanics and pain. Two reviewers independently screened 2658 titles, abstracts, and texts, identifying 53 studies that met the inclusion criteria. Current evidence underscores the role of mechanical stress in radiculopathy, with studies identifying compression thresholds that disrupt NR function. Key anatomical culprits include intervertebral discs, ligaments, and vertebrae. Research highlights the viscoelastic nature of NRs, which may amplify dysfunction under chronic loading and lead to ectopic firing and persistent pain. Despite these insights, considerable gaps remain in linking precise biomechanical thresholds to symptoms. Advancing this field requires further knowledge on nervous tissue mechanical properties. With further knowledge of tissue behavior, integration of state-of-the-art technology could explore the interplay of loading and NR responses. A deeper understanding of mechanisms could revolutionize diagnostics and offer tailored interventions to alleviate pain and improve patient outcomes.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127213","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Arteriovenous shunts created during hemodialysis are common sites of stenosis. While shunt (blood flow) sounds may be potential indicators in developing noninvasive, simple stenosis screening methods, previous studies have not shown sufficient detection accuracy for practical stenosis screening applications. Despite several studies aiming to improve stenosis screening methods, the detailed mechanism of shunt sound generation remains unclear. We aimed to clarify the mechanism of shunt sound generation to aid the development of a stenosis screening method using shunt sounds. We analyzed flow in a shunt blood vessel model using particle image velocimetry. Spectral analysis of vorticity magnitude fluctuations, which are considered candidate sources of shunt sounds, revealed that stenosis increased the high-frequency spectrum above 400-500 Hz by approximately 5-10 dB Hz-1. A similar trend was observed in the vorticity magnitude fluctuations and shunt sound spectra, suggesting that vorticity magnitude fluctuations downstream of the stenosis contribute to shunt sound generation. Moreover, the results suggest that stenosis can be accurately detected by collecting shunt acoustic data at multiple points downstream of the shunt branch and comparing the acoustic spectrum at each point with those upstream and downstream. These findings contribute to the early detection and treatment of intradialytic shunt vascular stenosis.
血液透析过程中产生的动静脉分流是常见的狭窄部位。虽然分流(血流)声可能是开发无创、简单的狭窄筛查方法的潜在指标,但以往的研究并未显示出足够的检测准确性,无法用于实际的狭窄筛查应用。尽管有几项研究旨在改进狭窄筛查方法,但分流声产生的详细机制尚不清楚。我们的目的是阐明分流音产生的机制,以帮助发展一种使用分流音筛选狭窄的方法。我们用粒子图像测速法分析了分流血管模型中的血流。对被认为是分流声候选来源的涡度幅度波动的频谱分析表明,狭窄使400-500 Hz以上的高频频谱增加了大约5-10 dB Hz-1。在涡量波动和分流声谱中也观察到类似的趋势,表明狭窄下游涡量波动有助于分流声的产生。此外,研究结果表明,通过在分流分支下游的多个点收集分流声学数据,并将每个点的声谱与上游和下游的声谱进行比较,可以准确地检测狭窄。这些发现有助于早期发现和治疗分析内分流血管狭窄。
{"title":"Investigating stenosis effects on flow dynamics in an intradialytic shunt vessel model using particle image velocimetry.","authors":"Shuya Shida, Yutaka Suzuki, Toshinari Akimoto, Yoshihiro Kubota","doi":"10.1088/1873-4030/ae23c2","DOIUrl":"https://doi.org/10.1088/1873-4030/ae23c2","url":null,"abstract":"<p><p>Arteriovenous shunts created during hemodialysis are common sites of stenosis. While shunt (blood flow) sounds may be potential indicators in developing noninvasive, simple stenosis screening methods, previous studies have not shown sufficient detection accuracy for practical stenosis screening applications. Despite several studies aiming to improve stenosis screening methods, the detailed mechanism of shunt sound generation remains unclear. We aimed to clarify the mechanism of shunt sound generation to aid the development of a stenosis screening method using shunt sounds. We analyzed flow in a shunt blood vessel model using particle image velocimetry. Spectral analysis of vorticity magnitude fluctuations, which are considered candidate sources of shunt sounds, revealed that stenosis increased the high-frequency spectrum above 400-500 Hz by approximately 5-10 dB Hz<sup>-1</sup>. A similar trend was observed in the vorticity magnitude fluctuations and shunt sound spectra, suggesting that vorticity magnitude fluctuations downstream of the stenosis contribute to shunt sound generation. Moreover, the results suggest that stenosis can be accurately detected by collecting shunt acoustic data at multiple points downstream of the shunt branch and comparing the acoustic spectrum at each point with those upstream and downstream. These findings contribute to the early detection and treatment of intradialytic shunt vascular stenosis.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1088/1873-4030/ae2463
Leon Linder, Heiko Wagner, Klaus Peikenkamp
This paper presents the development of a mathematical model as an initial step toward calculating the surface pressure between a patient and an air-cell seat cushion, based on the barometric internal pressure of the cushion. The model was developed and validated using measurements from a single air cushion. A total of 36 measurement series were recorded under varying initial and ambient pressures. Each series included 11 force levels ranging from 50 to 150 N, applied to the air cushion using a controlled force test bench. Alongside the barometric internal and ambient pressures, the surface pressure was measured with a pressure plate from T&T medilogic Medizintechnik GmbH (Schönefeld, Germany). The barometric internal pressure was mathematically separated into two parameters: the initial internal pressure and the pressure difference induced by loading. Ten different functions were trained with half of the measurement series and validated with the other half, varying in complexity and parameter weighting. The best-performing model achieved an R2value of 0.98, with an average deviation of -1.9 ± 3.7% and a maximum error of 10.7%. These results are promising and comparable to the measurement accuracy of established pressure mat systems, supporting the model's potential as a foundation for future active wheelchair cushion applications.
{"title":"Development and validation of a mathematical model for calculation surface pressure using a barometric pressure sensor in active wheelchair cushions: a pilot study on a single air cell.","authors":"Leon Linder, Heiko Wagner, Klaus Peikenkamp","doi":"10.1088/1873-4030/ae2463","DOIUrl":"https://doi.org/10.1088/1873-4030/ae2463","url":null,"abstract":"<p><p>This paper presents the development of a mathematical model as an initial step toward calculating the surface pressure between a patient and an air-cell seat cushion, based on the barometric internal pressure of the cushion. The model was developed and validated using measurements from a single air cushion. A total of 36 measurement series were recorded under varying initial and ambient pressures. Each series included 11 force levels ranging from 50 to 150 N, applied to the air cushion using a controlled force test bench. Alongside the barometric internal and ambient pressures, the surface pressure was measured with a pressure plate from T&T medilogic Medizintechnik GmbH (Schönefeld, Germany). The barometric internal pressure was mathematically separated into two parameters: the initial internal pressure and the pressure difference induced by loading. Ten different functions were trained with half of the measurement series and validated with the other half, varying in complexity and parameter weighting. The best-performing model achieved an R<sup>2</sup>value of 0.98, with an average deviation of -1.9 ± 3.7% and a maximum error of 10.7%. These results are promising and comparable to the measurement accuracy of established pressure mat systems, supporting the model's potential as a foundation for future active wheelchair cushion applications.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1088/1873-4030/ae290a
Hao Liu, Kanwei Wang, Yuexin Luo, Jiuzhen Liang
Fundus image disease diagnosis and quality assessment have emerged as essential tasks in medical image analysis. High-quality fundus images provide clear and well-defined pathological features, thereby enhancing diagnostic performance; similarly, diagnostic capability is regarded as one of the key criteria for assessing fundus image quality (FIQ). Motivated by this observation, we propose a dual-task collaborative optimization network (DTCONet) to explore the intrinsic interplay between quality assessment and disease diagnosis, enabling mutual promotion and performance enhancement. Specifically, DTCONet adopts a dual-branch feature extraction framework to strengthen the model's perception of fine structures and pathological characteristics. A dual-task module is then designed to process quality assessment and disease diagnosis in parallel by sharing fundus image representations. Furthermore, a collaborative optimization module is introduced to fully exploit the strong correlation between the two tasks. This study provides new insights into the relationship between FIQ assessment and disease diagnosis. Extensive quantitative and qualitative experiments on five widely used medical image datasets demonstrate the effectiveness and generalizability of the proposed DTCONet.
{"title":"Dual-task collaborative optimization for fundus image disease diagnosis and quality assessment.","authors":"Hao Liu, Kanwei Wang, Yuexin Luo, Jiuzhen Liang","doi":"10.1088/1873-4030/ae290a","DOIUrl":"https://doi.org/10.1088/1873-4030/ae290a","url":null,"abstract":"<p><p>Fundus image disease diagnosis and quality assessment have emerged as essential tasks in medical image analysis. High-quality fundus images provide clear and well-defined pathological features, thereby enhancing diagnostic performance; similarly, diagnostic capability is regarded as one of the key criteria for assessing fundus image quality (FIQ). Motivated by this observation, we propose a dual-task collaborative optimization network (DTCONet) to explore the intrinsic interplay between quality assessment and disease diagnosis, enabling mutual promotion and performance enhancement. Specifically, DTCONet adopts a dual-branch feature extraction framework to strengthen the model's perception of fine structures and pathological characteristics. A dual-task module is then designed to process quality assessment and disease diagnosis in parallel by sharing fundus image representations. Furthermore, a collaborative optimization module is introduced to fully exploit the strong correlation between the two tasks. This study provides new insights into the relationship between FIQ assessment and disease diagnosis. Extensive quantitative and qualitative experiments on five widely used medical image datasets demonstrate the effectiveness and generalizability of the proposed DTCONet.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1088/1873-4030/ae28ee
Chenchen Zhu, Jialiang Zhang, Xiongfeng Tang, Tao Yang, Congwen Wei, Qiran Sun, Zhijun Sun
Magnetic anchoring technology solves the congestion at the puncture site of minimally invasive surgery by fixing the camera system with magnetic force. However, traditional laparoscopic systems use electromagnetic motors to drive and have magnetic field interference problems. Combining magnetic anchoring technology with ultrasonic motors, this system creates a novel laparoscopic imager for single-port surgery. The ultrasonic motor operates via the stator's resonant elliptical motion, and the overall design addresses the common challenges of instrument interference and a restricted visual field. The system utilizes ultrasonic motors as the drive sources to control the rotation and translation of the laparoscope, respectively. Finite element simulations were used to analyze the motor design, and the operating modes and harmonic response characteristics of the ultrasonic motors were validated by experiment. The system incorporates a magnetic anchoring module, an image zoom module, and a pressure sensing module, supporting three degrees of freedom in translation, 160° rotation, and 6 mm lens zoom. Thermal imaging confirmed that the magnetic-assisted laparoscopic temperature remained below 40 °C throughout a 160 s operation, with bionic experiments conducted to verify its overall feasibility and safety in a simulated surgical environment. This research provides a high-degree-of-freedom, electromagnetic interference-free solution for single-port laparoscopic surgery, demonstrating significant clinical application potential.
{"title":"A new type of electromagnetic interference free magnetic anchoring laparoscopic system.","authors":"Chenchen Zhu, Jialiang Zhang, Xiongfeng Tang, Tao Yang, Congwen Wei, Qiran Sun, Zhijun Sun","doi":"10.1088/1873-4030/ae28ee","DOIUrl":"https://doi.org/10.1088/1873-4030/ae28ee","url":null,"abstract":"<p><p>Magnetic anchoring technology solves the congestion at the puncture site of minimally invasive surgery by fixing the camera system with magnetic force. However, traditional laparoscopic systems use electromagnetic motors to drive and have magnetic field interference problems. Combining magnetic anchoring technology with ultrasonic motors, this system creates a novel laparoscopic imager for single-port surgery. The ultrasonic motor operates via the stator's resonant elliptical motion, and the overall design addresses the common challenges of instrument interference and a restricted visual field. The system utilizes ultrasonic motors as the drive sources to control the rotation and translation of the laparoscope, respectively. Finite element simulations were used to analyze the motor design, and the operating modes and harmonic response characteristics of the ultrasonic motors were validated by experiment. The system incorporates a magnetic anchoring module, an image zoom module, and a pressure sensing module, supporting three degrees of freedom in translation, 160° rotation, and 6 mm lens zoom. Thermal imaging confirmed that the magnetic-assisted laparoscopic temperature remained below 40 °C throughout a 160 s operation, with bionic experiments conducted to verify its overall feasibility and safety in a simulated surgical environment. This research provides a high-degree-of-freedom, electromagnetic interference-free solution for single-port laparoscopic surgery, demonstrating significant clinical application potential.</p>","PeriodicalId":49836,"journal":{"name":"Medical Engineering & Physics","volume":"147 2","pages":""},"PeriodicalIF":2.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}