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Deep Learning-Assisted Organogel Pressure Sensor for Alphabet Recognition and Bio-Mechanical Motion Monitoring
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作者 Kusum Sharma Kousik Bhunia +5 位作者 Subhajit Chatterjee Muthukumar Perumalsamy Anandhan Ayyappan Saj Theophilus Bhatti Yung‑Cheol Byun Sang-Jae Kim 《Nano-Micro Letters》 2026年第2期644-663,共20页
Wearable sensors integrated with deep learning techniques have the potential to revolutionize seamless human-machine interfaces for real-time health monitoring,clinical diagnosis,and robotic applications.Nevertheless,... Wearable sensors integrated with deep learning techniques have the potential to revolutionize seamless human-machine interfaces for real-time health monitoring,clinical diagnosis,and robotic applications.Nevertheless,it remains a critical challenge to simultaneously achieve desirable mechanical and electrical performance along with biocompatibility,adhesion,self-healing,and environmental robustness with excellent sensing metrics.Herein,we report a multifunctional,anti-freezing,selfadhesive,and self-healable organogel pressure sensor composed of cobalt nanoparticle encapsulated nitrogen-doped carbon nanotubes(CoN CNT)embedded in a polyvinyl alcohol-gelatin(PVA/GLE)matrix.Fabricated using a binary solvent system of water and ethylene glycol(EG),the CoN CNT/PVA/GLE organogel exhibits excellent flexibility,biocompatibility,and temperature tolerance with remarkable environmental stability.Electrochemical impedance spectroscopy confirms near-stable performance across a broad humidity range(40%-95%RH).Freeze-tolerant conductivity under sub-zero conditions(-20℃)is attributed to the synergistic role of CoN CNT and EG,preserving mobility and network integrity.The Co N CNT/PVA/GLE organogel sensor exhibits high sensitivity of 5.75 k Pa^(-1)in the detection range from 0 to 20 k Pa,ideal for subtle biomechanical motion detection.A smart human-machine interface for English letter recognition using deep learning achieved 98%accuracy.The organogel sensor utility was extended to detect human gestures like finger bending,wrist motion,and throat vibration during speech. 展开更多
关键词 Wearable ORGANOGEL Deep learning Pressure sensor bio-mechanical motion
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PHASE TRANSFORMATION AND BIOMECHANICAL COMPATIBILITY OF CALCIUM-PHOSPHATE BIOCERAMICS
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作者 Ruan Jianmin Huang Baiyun(Powder Metallurgy Research Institute,central South University of Technology, Changsha 410083) 《中国有色金属学会会刊:英文版》 CSCD 1994年第4期101-104,108,共5页
PHASETRANSFORMATIONANDBIOMECHANICALCOMPATIBILITYOFCALCIUM-PHOSPHATEBIOCERAMICS¥RuanJianmin;HuangBaiyun(Powde... PHASETRANSFORMATIONANDBIOMECHANICALCOMPATIBILITYOFCALCIUM-PHOSPHATEBIOCERAMICS¥RuanJianmin;HuangBaiyun(PowderMetallurgyResear... 展开更多
关键词 BIOMATERIALS PHASE TRANSFORMATION bio-mechanical compatibility
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Modeling and Simulation of Valve Cycle in Vein Using an Immersed Finite Element Method
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作者 Xiang Liu Liangbo Sun +2 位作者 Mingzhen Wang Bin Li Lisheng Liu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2020年第4期153-183,共31页
A vein model was established to simulate the periodic characteristics of blood flow and valve deformation in blood-induced valve cycles.Using an immersed finite element method which was modified by a ghost fluid techn... A vein model was established to simulate the periodic characteristics of blood flow and valve deformation in blood-induced valve cycles.Using an immersed finite element method which was modified by a ghost fluid technique,the interaction between the vein and blood was simulated.With an independent solid solver,the contact force between vein tissues was calculated using an adhesive contact method.A benchmark simulation of the normal valve cycle validated the proposed model for a healthy vein.Both the opening orifice and blood flow rate agreed with those in the physiology.Low blood shear stress and maximum leaflet stress were also seen in the base region of the valve.On the basis of the healthy model,a diseased vein model was subsequently built to explore the sinus lesions,namely,fibrosis and atrophy which are assumed stiffening and softening of the sinus.Our results showed the opening orifice of the diseased vein was inversely proportional to the corresponding modulus of the sinus.A drop in the transvalvular pressure gradient resulted from the sinus lesion.Compared to the fibrosis,the atrophy of the sinus apparently improved the vein deformability but simultaneously accelerated the deterioration of venous disease and increased the risk of potential fracture.These results provide understandings of the normal/abnormal valve cycle in vein,and can be also helpful for the prosthesis design. 展开更多
关键词 Numerical simulation fluid-structure interaction immersed finite element method adhesive contact method bio-mechanics venous valve.
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Biomechanical study of the atlantoaxial joint after artifi- cial atlanto-odontoid joint arthroplasty 被引量:1
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作者 HU Yong GU Yong-jie +3 位作者 YUAN Zhen-shan HE Xian-feng DONG wei-xin ZHAO Wei-dong 《Chinese Journal of Traumatology》 CAS 2012年第6期329-333,共5页
Objective: To investigate the stability and three-dimensional movements of the atlantoaxial joint after artificial atlanto-odontoid joint (AAOJ) arthroplasty by comparing with a conventional method. Methods: Afte... Objective: To investigate the stability and three-dimensional movements of the atlantoaxial joint after artificial atlanto-odontoid joint (AAOJ) arthroplasty by comparing with a conventional method. Methods: After anterior decompression, 24 human ca- daveric spinal specimens of C0-C3 were randomly divided into two groups: Group A receiving artificial AAOJ arthroplasty; Group B experiencing anterior transarticular screw (ATAS) fixation. Two groups underwent flexibility test in intact and instrumented states. Rotational angle of the C0-C3 segments was measured to study the immediate stability and function of anterior decompression with AAOJ arthroplasty compared with the intact state and ATAS fixation. Results: Compared with the intact state, anterior decompression with AAOJ arthroplasty resulted in a sig- nificant decrease in the range of motion (ROM) and neu-tral zone (NZ) during flexion, extension and lateral bending (P〈0.05); however, with regard to axial rotation, there was no significant difference in ROM and NZ (P〉0.05). Com- pared with anterior decompression with ATAS fixation, an- terior decompression with AAOJ arthroplasty during flexion, extension and lateral bending, significant differ- ence was found in ROM and NZ (P〉0.05); however, as for axial rotation, there was a significant increase in ROM and NZ (P〈0.05). Conclusion: The self-designed AAOJ has an excellent biomechanical performance, which can restore excellent in- stant stability and preserve the movement of the atlanto- axial joint. 展开更多
关键词 ARTHROPLASTY Atlanto-axialjoint bio-mechanics
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