Joint resting state and structural networks characterize pediatric bipolar patients compared to healthy controls: a multimodal fusion approach by Xiaoping Yi, Mingzhao Ma, Xueying Wang, Jinfan Zhang, Feifei Wu, Haimiao Huang, Qian Xiao, An Xie, Peng Liu, Alessandro Grecucci

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Finding a predictive value for the degree of pain for partial rupture of the anterior cruciate ligament in terms of some indicators of the functional structure of the knee joint fo... by Ammar Mzial Shnta, Amaar Shanta

“…Objective: The research aimed to find predictive equations for the degree of pain among athletes with partial rupture of the anterior cruciate ligament as a function of measuring some indicators of the functional structure of the knee joint during the injury period on a sample of (18) of the injured, conducting the necessary tests and measurements. …”
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Lokomat-Assisted Robotic Rehabilitation in Spinal Cord Injury: A Biomechanical and Machine Learning Evaluation of Functional Symmetry and Predictive Factors by Alexandru Bogdan Ilies, Cornel Cheregi, Hassan Hassan Thowayeb, Jan Reinald Wendt, Maur Sebastian Horgos, Liviu Lazar

“…However, the objective evaluation of treatment effectiveness through biomechanical parameters and machine learning approaches remains underexplored. …”
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TOPSIS vs Quality Loss Function Multi-Criteria Optimization of   Mechanical Performance in Laser Spot Welding Process by Ruba Khalil, Bassim Bachy

“…Multi-objective optimization techniques TOPSIS-Quality Loss Function were used, and the results were compared. …”
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Application of machine learning and neural network models based on experimental evaluation of dissimilar resistance spot-welded joints between grade 2 titanium alloy and AISI 304 s... by Marwan T. Mezher, Alejandro Pereira, Rusul Ahmed Shakir, Tomasz Trzepieciński

“…To improve the quality of dissimilar welded joints, the welding parameters should be selected precisely. …”
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Associations Between Aromatic Compounds and Hepatorenal Biomarkers Among Coking Workers: Insights from Mediation Analysis by Dongming Chen, Hang Yu, Hailing Li, Guiying Li, Taicheng An

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Research on the functions and potential mechanisms of STAT3 in chronic myelogenous leukemia by Xiaoyun Feng, Yufeng Qin, Yulong Feng, Yingquan Zhuo

“…The construction of gene-disease networks reveals that these genes not only participate in the occurrence and development of CML but also jointly participate in multiple disease processes. …”
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Joint Effects of Lifestyle Habits and Heavy Metals Exposure on Chronic Stress Among U.S. Adults: Insights from NHANES 2017–2018 by Esther Ogundipe, Emmanuel Obeng-Gyasi

“…This study aims to investigate the joint effects of lifestyle habits and environmental factors on AL, using data from the NHANES 2017–2018 cycle. …”
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FATIGUE DEVICE FOR TESTING ANKLE JOINT ENDOPROSTHESES by Cristian TOADER-PASTI, Dan Ioan STOIA, Mirela TOTH-TAŞCĂU

“…The concept of the testing device relies on two aspects: almost any type of ankle prosthesis can be tested on it and it has to work on INSTRON axial-torsion testing machine. Starting from these requirements, a 3D functional assembly that reproduces the real movement of the ankle joint during gait cycle has been designed. …”
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A Perspective on Rehabilitation Through Open-Source Low-Cost 3D-Printed Distal to the Wrist Joint Transitional Prosthetics: Towards Autonomous Hybrid Devices by Florin-Felix Răduică, Ionel Simion, Ioana-Cătălina Enache, Elena Narcisa Valter, Alessandro Naddeo

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Serum metabolic fingerprints encode functional biomarkers for ovarian cancer diagnosis: a large-scale cohort studyResearch in context by Wanshan Liu, Xiaoxiao Hu, Zhouzhou Bao, Yanyan Li, Juxiang Zhang, Shouzhi Yang, Yida Huang, Ruimin Wang, Jiao Wu, Xiaoyu Xu, Qi Sang, Wen Di, Huaiwu Lu, Xia Yin, Kun Qian

“…A diagnostic panel was developed through machine learning of SMFs in the discovery cohort and validated in independent verification and set-aside validation cohorts. …”
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Morphological evaluation of temporo-mandibular joint in indian population by Shivlal Rawlani, Rahul Bhowate, Shivali Kashikar, Monika Khubchandani, Sudhir Rawlani, Rakhi Chandak

“… The temporomandibular joint (TMJ) is one of the most complex joints in the body and its harmonious functioning is very important to maintain a normal masticatory system. …”
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Research of the Combined Trajectory Planning of Descartes Space and Joint Space by Lai Xiao, Liu Yong, Luo Wenguo, Dai Yanxia, Zeng Han

“…Through the closed loop vector method,kinematics equation is established and the space trajectory is fitted based B spline function model,the motion curve of the joint space planning and the motion curve of Descartes space planning and the motion curve of combined space planning are obtained. …”
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Model Updating of Spindle Systems Based on the Identification of Joint Dynamics by Hongrui Cao, Songtao Xi, Wei Cheng

“…However, the unknown joint dynamics (e.g., bolts) between the spindle and machine tool column limit the accuracy of the model. …”
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Multiscale metal-based nanocomposites for bone and joint disease therapies by Yuwen Wang, Hasnain Jan, Zheng Zhong, Liangbin Zhou, Kexin Teng, Ye Chen, Jiankun Xu, Denghui Xie, Dexin Chen, Jiake Xu, Ling Qin, Rocky S. Tuan, Zhong Alan Li

“…Bone and joint diseases are debilitating conditions that can result in significant functional impairment or even permanent disability. …”
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Estimation of elbow flexion torque using equilibrium optimizer on feature selection of NMES MMG signals and hyperparameter tuning of random forest regression by Raphael Uwamahoro, Raphael Uwamahoro, Kenneth Sundaraj, Farah Shahnaz Feroz

“…Yet, the lack of direct muscle strength measurement techniques has prompted previous research to deploy joint torque estimation using machine learning models. …”
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Optimizing Screw Fixation in Total Hip Arthroplasty: A Deep Learning and Finite Element Analysis Approach by Jacob Stroud, Emily T. Yan, Jacob Anthony, Kyle Walker, Chung-Hyun Goh

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Dynamic damping under introduction of additional couplings and external actions by S. V. Eliseev, A. S. Mironov, Quang Truc Vuong

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A Novel Compliant Four-Bar Mechanism-Based Universal Joint Design and Production by Raşit Karakuş

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Trajectory Tracking of a Wall-Climbing Cutting Robot Based on Kinematic and PID Joint Optimization by Xiaoguang Liu, Zhenmin Wang, Jing Wu, Hongmin Wu, Hao Zhang

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