Journal of the Mechanical Behavior of Biomedical Materials最新文献

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Elastic moduli and strain-dependent lateral strain to axial strain ratio in semi-dilute polyacrylamide hydrogels 半稀聚丙烯酰胺水凝胶的弹性模量和应变相关的侧向应变与轴向应变比。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-10-22 DOI: 10.1016/j.jmbbm.2025.107244
Satya Pal , Thomas E. Angelini , Abir Bhattacharyya
{"title":"Elastic moduli and strain-dependent lateral strain to axial strain ratio in semi-dilute polyacrylamide hydrogels","authors":"Satya Pal ,&nbsp;Thomas E. Angelini ,&nbsp;Abir Bhattacharyya","doi":"10.1016/j.jmbbm.2025.107244","DOIUrl":"10.1016/j.jmbbm.2025.107244","url":null,"abstract":"<div><div>Regulating elastic modulus of basic synthetic hydrogels, such as polyacrylamide, is crucial for their application in various fields of biotechnology. However, the measurement of elastic modulus and stress-strain response under different deformation modes is challenging in soft and fragile hydrogels. In this study, a non-contact, 2-dimensional digital image correlation (2D-DIC) technique is used to measure tensile and simple shear stress-strain responses of fully swelled polyacrylamide hydrogels at semi-dilute concentrations, over strain rates ranging between 10<sup>−3</sup>-10<sup>−1</sup>/s. The measured strain fields exhibit uniformity across all the deformation modes up to threshold strain levels. The elastic moduli were found to be strain-rate insensitive, except at small strains for 10<sup>−1</sup>/s due to strain acceleration and inertia of the specimen. The <em>E</em> and <em>G</em> determined from the initial slopes of stress-strain responses of lower strain-rate experiments followed De Genne's <em>c</em><sup>9/4</sup> power law scaling with equilibrium gel concentrations. The Poisson's ratio determined from the measured axial and lateral strains at small strains was found to closely match with the Poisson's ratio determined from <em>E/G</em>, indicating that the gels follow linear elasticity for nearly incompressible solids at small strains, but deviate from linear elasticity and becoming compressible at higher tensile strains leading to nonlinearity in tensile stress-strain response marked by reduction in instantaneous tensile modulus. The simple shear stress-strain response remains linear throughout. Finally, a polymer physics-based explanation connecting hydrogel concentration, mesh size and elastic moduli is proposed to explain strain-dependent evolution of stresses in semi-dilute polyacrylamide hydrogels for different deformation modes. Therefore, design of technologies using hydrogels must consider active deformation mode.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107244"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145395825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biomechanical evaluation of shape-optimized CAD/CAM magnesium plates for mandibular reconstruction 形状优化CAD/CAM镁板下颌骨重建的生物力学评价
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-10-06 DOI: 10.1016/j.jmbbm.2025.107222
Philipp Ruf , Kilian Richthofer , Vincenzo Orassi , Claudius Steffen , Georg N. Duda , Max Heiland , Sara Checa , Carsten Rendenbach
{"title":"Biomechanical evaluation of shape-optimized CAD/CAM magnesium plates for mandibular reconstruction","authors":"Philipp Ruf ,&nbsp;Kilian Richthofer ,&nbsp;Vincenzo Orassi ,&nbsp;Claudius Steffen ,&nbsp;Georg N. Duda ,&nbsp;Max Heiland ,&nbsp;Sara Checa ,&nbsp;Carsten Rendenbach","doi":"10.1016/j.jmbbm.2025.107222","DOIUrl":"10.1016/j.jmbbm.2025.107222","url":null,"abstract":"<div><div>Magnesium CAD/CAM miniplates are a promising alternative to titanium plates for mandibular reconstruction. However, gas formation is an inherent part of the magnesium degradation process, and thus, the quantity of magnesium used in fixation scenarios should be limited. Previous studies described several strategies to limit material volume, such as plate thickness reduction and shape-optimization. In particular, shape-optimization has been described as a strategy to limit material volume while maintaining mechanical integrity.</div><div>In consequence, the present study compared a shape-optimized CAD/CAM magnesium miniplate with standard CAD/CAM magnesium miniplates of varying thicknesses using a biomechanical finite element model. A single-segment mandibular reconstruction was chosen as the investigative scenario, evaluated under different biting tasks to assess the different plate shapes.</div><div>The shape-optimized magnesium plate demonstrated similar primary fixation stability compared to standard CAD/CAM magnesium miniplates, despite having reduced plate material and surface area. Shape optimization could help minimize magnesium volume and surface area to mitigate the issue of gas formation during the degradation process <em>in vivo</em> while maintaining biomechanical performance comparable to common CAD/CAM miniplates.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107222"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145263114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of adipose and muscle tissue thickness on skeletal muscle echo intensity and passive shear modulus: An ultrasound elastography approach 脂肪和肌肉组织厚度对骨骼肌回声强度和被动剪切模量的影响:超声弹性成像方法。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-10-30 DOI: 10.1016/j.jmbbm.2025.107253
Heinrich Leon Souza Viera, Fábio Juner Lanferdini
{"title":"Effect of adipose and muscle tissue thickness on skeletal muscle echo intensity and passive shear modulus: An ultrasound elastography approach","authors":"Heinrich Leon Souza Viera,&nbsp;Fábio Juner Lanferdini","doi":"10.1016/j.jmbbm.2025.107253","DOIUrl":"10.1016/j.jmbbm.2025.107253","url":null,"abstract":"<div><div>Although the growing studies investigating muscle echo intensity (EI) and shear modulus, little is known about the effects of adipose tissue thickness (ATT) on these measures. We investigated whether ATT influences the EI and shear modulus measurements of the human tibialis anterior superficial (TA<sub>superficial</sub>) and deep (TA<sub>deep</sub>) compartments. Ultrasound measurements were taken from the TA at rest, near the highest cross-sectional area, in ten physically active adults in the following conditions: without fat layers and with one and two fat layers. The EI and shear modulus of both TA<sub>superficial</sub> and TA<sub>deep</sub> were determined, and the best-fit regression model was calculated to assess the influence of ATT on EI and shear modulus. A repeated measures ANOVA were adopted to investigate the differences in EI and shear modulus in the different fat layers. The ATT was seen to affect the EI of both TA<sub>superficial</sub> (R<sup>2</sup> = 0.58; p &lt; 0.001) and TA<sub>deep</sub> (R<sup>2</sup> = 0.44; p &lt; 0.001). When the thickness of TA<sub>superficial</sub> was summed with ATT, the EI of TA<sub>deep</sub> was also affected but to a less extent (R<sup>2</sup> = 0.25; p = 0.004). No significant influence of ATT on shear modulus was seen for both TA compartments (p ≥ 0.061). While EI decreased in both TA compartments (p &lt; 0.05), the repeated measures ANOVA revealed that only TA<sub>deep</sub> shear modulus decreased with the addition of two fat layers (p = 0.005). Corrective formula for EI measurements was determined. Thus, while skeletal muscle EI measurements should be corrected for the thickness of subcutaneous adipose tissue as well as the depth of region of interest, shear modulus does not.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107253"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145440284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Health monitoring of NiTi endodontic instruments using acoustic Emission: Spectral indicators for predictive damage detection 使用声发射的镍钛根管器械的健康监测:预测损伤检测的光谱指标。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-10-26 DOI: 10.1016/j.jmbbm.2025.107246
Jeanne Davril , Romain Hocquel , Marin Vincent , Andrea Cappella , Rémy Balthazard , Éric Mortier , Adrien Baldit , Rachid Rahouadj
{"title":"Health monitoring of NiTi endodontic instruments using acoustic Emission: Spectral indicators for predictive damage detection","authors":"Jeanne Davril ,&nbsp;Romain Hocquel ,&nbsp;Marin Vincent ,&nbsp;Andrea Cappella ,&nbsp;Rémy Balthazard ,&nbsp;Éric Mortier ,&nbsp;Adrien Baldit ,&nbsp;Rachid Rahouadj","doi":"10.1016/j.jmbbm.2025.107246","DOIUrl":"10.1016/j.jmbbm.2025.107246","url":null,"abstract":"<div><div>Nickel-titanium (NiTi) endodontic instruments, also known as files, are widely used in root canal treatments due to their superelastic and shape memory properties. However, their unpredictable failure remains a major concern in clinical practice. In this study, acoustic emission (AE) monitoring is used to assess tool wear and detect early-stage damage in real-time. By segmenting the AE frequency spectrum into four bands corresponding to the sensor's sensitivity range (195–742 kHz), high- and low-frequency acoustic energy indicators are defined. The ratio of high-to low-frequency acoustic energy—termed AEDI—is proposed as a damage indicator associated with the initiation and propagation of microcracks. Its evolution during sequential blocks of use is analyzed for about ten instruments. In parallel, the number of acoustic events and the maximum penetration force are recorded and analyzed. The analysis reveals mechanical and acoustic instabilities that can inform the development of early damage detection criteria. Two predictive approaches are proposed: one based on the cumulative high-frequency AE energy (an energy threshold criterion), and another based on the progressive amplitude and recurrence of mechanical and acoustic instabilities (an incremental criterion). The cumulative AEDI-based criterion considers the total energy of high-frequency signals exceeding a defined threshold, and generally predicts damage later, after an average of 5.81 blocks (SD = 0.92). In contrast, the incremental criterion, which is based on changes in maximum force drop and AEDI increases observed at the end of each block, provides earlier warnings, with an average of 3.75 blocks (SD = 1.16). These findings lay the groundwork for the development of a real-time predictive maintenance method for NiTi endodontic files, aimed at enhancing procedural safety and instrument reliability.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107246"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145403505","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of the fluoride concentration in electrolyte on adhesion of an apatite layer formed on an anodized zirconium surface 电解液中氟化物浓度对氧化锆表面磷灰石层附着的影响
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-09-17 DOI: 10.1016/j.jmbbm.2025.107206
Toshiki Miyazaki, Masaki Noguchi, Jin Nakamura
{"title":"Effect of the fluoride concentration in electrolyte on adhesion of an apatite layer formed on an anodized zirconium surface","authors":"Toshiki Miyazaki,&nbsp;Masaki Noguchi,&nbsp;Jin Nakamura","doi":"10.1016/j.jmbbm.2025.107206","DOIUrl":"10.1016/j.jmbbm.2025.107206","url":null,"abstract":"<div><div>Zirconium is used clinically as a material for hard-tissue repair because it has excellent corrosion resistance, low magnetic susceptibility, and low cytotoxicity. Bone-bonding ability is required to stably fix zirconium implants in bone, and anodization in a fluoride solution has been proposed as a method to achieve this. Because the corrosion reaction rate and surface crystalline phase change according to the fluoride concentration, it is assumed that the fluoride concentration in the electrolyte will affect bone bonding and mechanical properties. However, few studies have investigated this. In this study, zirconium was anodized in an electrolyte containing 0–1 M NH<sub>4</sub>F, and apatite formation in a simulated body fluid was investigated for in vitro evaluation of bone bonding. Adhesion of the apatite layer to the substrate was also investigated. Differences in the NH<sub>4</sub>F concentration had a negligible effect on the apatite formation ability of zirconium. However, adhesion was greatly affected by the fluorine concentration, with an intermediate concentration of 0.1 M resulting in the best adhesion. Adhesion was correlated with surface roughness of the anodized surface.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107206"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145106880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advancing glaucoma research with multiphysics continuum mechanics modelling: Opportunities and open challenges 利用多物理场连续力学模型推进青光眼研究:机遇与挑战。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-10-23 DOI: 10.1016/j.jmbbm.2025.107240
Daniel Sebastia-Saez , Jinyuan Luo , Mengqi Qin , Tao Chen , Cynthia Yu-Wai-Man
{"title":"Advancing glaucoma research with multiphysics continuum mechanics modelling: Opportunities and open challenges","authors":"Daniel Sebastia-Saez ,&nbsp;Jinyuan Luo ,&nbsp;Mengqi Qin ,&nbsp;Tao Chen ,&nbsp;Cynthia Yu-Wai-Man","doi":"10.1016/j.jmbbm.2025.107240","DOIUrl":"10.1016/j.jmbbm.2025.107240","url":null,"abstract":"<div><div>This review examines the emerging role of mechanistic mathematical models based on continuum mechanics to address current challenges in glaucoma research. At present, the advent of Artificial Intelligence and data-based models have resulted in significant progress in drug candidate screening, target identification and delivery optimization for glaucoma treatment. Physics-based models on the other hand offer mechanistic insight by modelling fundamental physical knowledge. Mechanistic models, and specifically those based on continuum mechanics, have the potential to contribute to a better understanding of glaucoma through the description of intraocular fluid dynamics, mass and heat transfer, and other basic physical phenomena. So far, these models have expanded our understanding of ocular fluid dynamics, including descriptions of fluid flow profiles, within the anterior chamber of the eye under glaucomatous conditions. With the ongoing development of multiphysics modelling frameworks, there is increasing potential to apply these tools to a wide range of current challenges within the field of glaucoma. These challenges include glaucoma drainage devices, minimally invasive surgical procedures, therapeutic contact lenses, laser-based interventions like peripheral iridotomy, and the design and optimization of biodegradable drug-releasing intracameral implants, which support patient-specific strategies for glaucoma diagnosis and treatment.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107240"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145395838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multimodal characterization of intracranial biomechanics in a 3D biofidelic head surrogate 三维仿生头替代物颅内生物力学的多模态表征。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-10-24 DOI: 10.1016/j.jmbbm.2025.107250
Ahmed A. Alshareef , J. Sebastian Giudice , Daniel F. Shedd , Yuan-Chiao Lu , Curtis L. Johnson , Dzung L. Pham , Matthew B. Panzer
{"title":"Multimodal characterization of intracranial biomechanics in a 3D biofidelic head surrogate","authors":"Ahmed A. Alshareef ,&nbsp;J. Sebastian Giudice ,&nbsp;Daniel F. Shedd ,&nbsp;Yuan-Chiao Lu ,&nbsp;Curtis L. Johnson ,&nbsp;Dzung L. Pham ,&nbsp;Matthew B. Panzer","doi":"10.1016/j.jmbbm.2025.107250","DOIUrl":"10.1016/j.jmbbm.2025.107250","url":null,"abstract":"<div><div>Rapid head motion causes the brain to deform, which may lead to acute and chronic consequences to normal brain health and function. Since the risk and severity of brain injury correlates with brain strain, computational and physical models of the brain response to impact are commonly used to assess risk and evaluate safety devices <em>in silico</em>. Most physical head surrogates that are used for equipment evaluation, however, are simplified and lack internal measures of brain deformation, relying instead on the interpretation of the resulting head kinematics to predict injury. Developing a more biofidelic physical brain surrogate to improve brain injury risk assessments requires the use of experimental brain motion data. Two techniques, sonomicrometry and tagged magnetic resonance imaging (tMRI), have been independently developed to characterize the <em>in situ</em> and <em>in vivo</em> brain response. Combining data acquired from both techniques can leverage the advantages of each method while alleviating the limitations. The objectives of this study were to create a head surrogate with realistic intracranial geometry and brain simulant for use in multimodal brain deformation experiments. Six gel simulants were tested using shear rheometry, with Sylgard 527 chosen as the best simulant for this study. The headform was created using the average geometry from an MRI template of 20 healthy volunteers, and was tested under non-injurious loading conditions using tMRI and sonomicrometry. The prototype headform showed good contrast in T1-weighted MRI and captured similar strain patterns when compared to the <em>in vivo</em> human response, although maximum principal strains (MPS) were approximately double what is measured <em>in vivo</em>. The two techniques showed good correspondence in brain motion response with trade-offs in temporal resolution and measurement density. Both techniques also showed similar displacement and strain magnitudes with a finite element simulation of the headform. Future studies will focus on including a more realistic sliding condition between skull and brain, as well as optimizing the material properties to better match the <em>in vivo</em> and <em>in situ</em> data.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107250"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145395920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vat photopolymerization of Nb2O5-Doped 3Y-TZP ceramics: Correlation between microstructure, mechanical properties, and aging resistance nb2o5掺杂3Y-TZP陶瓷的还原光聚合:微观结构、力学性能和耐老化性能的相关性。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-09-22 DOI: 10.1016/j.jmbbm.2025.107209
Zhiquan Huang , Yang Sheng , Li Wang , Yannan Cao , Rui Dou , Fangyong Zhu
{"title":"Vat photopolymerization of Nb2O5-Doped 3Y-TZP ceramics: Correlation between microstructure, mechanical properties, and aging resistance","authors":"Zhiquan Huang ,&nbsp;Yang Sheng ,&nbsp;Li Wang ,&nbsp;Yannan Cao ,&nbsp;Rui Dou ,&nbsp;Fangyong Zhu","doi":"10.1016/j.jmbbm.2025.107209","DOIUrl":"10.1016/j.jmbbm.2025.107209","url":null,"abstract":"<div><div>In this study, 3 mol% yttria-stabilized tetragonal zirconia polycrystals (3Y-TZP) ceramics with four levels of Niobium pentoxide (Nb<sub>2</sub>O<sub>5</sub>) doping (0, 0.3, 0.6, and 1.2 wt%) were fabricated using vat photopolymerization (VPP) and subsequently sintered at 1500 °C. The influence of Nb<sub>2</sub>O<sub>5</sub> doping on the phase composition, microstructure, mechanical properties, and hydrothermal aging behavior of the ceramics was investigated. All ceramic pastes showed similar rheological behavior, and no significant difference were observed in shrinkage during sintering. X-ray diffraction revealed an increase in monoclinic phase content with increasing Nb<sub>2</sub>O<sub>5</sub> doping (from 1.03 wt% to 37.60 wt% m-ZrO<sub>2</sub>). SEM analysis showed grain growth from 0.433 to 0.558 μm with increasing dopant content. Mechanical testing revealed that low Nb<sub>2</sub>O<sub>5</sub> doping (0.3 wt%) significantly improved fracture toughness (from 4.36 to 7.52 MPa m<sup>1</sup>/<sup>2</sup>), while higher doping levels led to a decline in flexural strength (from 999.68 to 380.23 MPa) and hardness (from 12.71 to 9.51 GPa). Accelerated aging tests (134 °C/0.2 MPa, for up to 50 h) demonstrated that Nb<sub>2</sub>O<sub>5</sub> addition promoted t→m transformation, increasing monoclinic content and surface roughness, ultimately reduced aging stability. These results highlight a trade-off between improved toughness and hydrothermal degradation in Nb<sub>2</sub>O<sub>5</sub>-doped 3Y-TZP ceramics prepared by VPP.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107209"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145202537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fused filament fabrication manufactured biological scaffolds: An investigation of mechanical properties by using the Taguchi method and machine learning techniques 熔融丝制备生物支架:利用田口法和机器学习技术研究其力学性能。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-09-28 DOI: 10.1016/j.jmbbm.2025.107215
Idil Tartici , Paulo Bartolo
{"title":"Fused filament fabrication manufactured biological scaffolds: An investigation of mechanical properties by using the Taguchi method and machine learning techniques","authors":"Idil Tartici ,&nbsp;Paulo Bartolo","doi":"10.1016/j.jmbbm.2025.107215","DOIUrl":"10.1016/j.jmbbm.2025.107215","url":null,"abstract":"<div><div>Tissue engineering scaffolds are three-dimensional, biocompatible, biodegradable, and porous structures designed to support cell attachment, proliferation, and differentiation, leading to new tissue formation. Designing optimal scaffolds is complex, requiring the optimisation of various physical, chemical, and biological properties, which are cell- or tissue-dependent. For hard tissue applications such as bone, compressive strength is a critical property and can be adjusted by modifying printing conditions. The mechanical properties of scaffolds produced using different microstructural polymers (semi-crystalline and amorphous) depend on parameters that significantly impact filament extrusion and the crystallisation process. This study investigates the effect of key process parameters (printing temperature, printing speed, and flow) on scaffold mechanical properties using the Taguchi method. Three biocompatible polymers with different microstructures—polycaprolactone, polylactic acid, and polyethylene terephthalate glycol—were examined. Results show a high correlation between process parameters and compressive strength using the Taguchi method, but prediction accuracy remained low. Therefore, four machine learning algorithms—Random Forest (RF), Support Vector Regression (SVR), K-Nearest Neighbor (K-NN), and Gradient Boosting Regression (GBR)—were applied to enhance predictive performance. Notably, the RF and GBR algorithms achieved approximately 99 % prediction accuracy when evaluated on the test dataset.</div></div>","PeriodicalId":380,"journal":{"name":"Journal of the Mechanical Behavior of Biomedical Materials","volume":"173 ","pages":"Article 107215"},"PeriodicalIF":3.5,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145294959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanical characterisation of hand first dorsal interosseous muscle during gripping 手第一背骨间肌在抓握过程中的力学特征。
IF 3.5 2区 医学
Journal of the Mechanical Behavior of Biomedical Materials Pub Date : 2026-01-01 Epub Date: 2025-06-06 DOI: 10.1016/j.jmbbm.2025.107072
Simon Vauthier , Christophe Noël , Nicla Settembre , Emmanuel Foltête , Jérôme Chambert , Emmanuelle Jacquet
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