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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yan-Xin Zhang

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4 papers indexed here

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Open access Sep 2026

Application of Deep Learning-Based Markerless Pose Estimation in a 3D Exergame System for Knee Osteoarthritis Exercise Management: Development and Preliminary Evaluation

Home-based exercise management for people with knee osteoarthritis (KOA) is often limited by insufficient movement supervision, individualization, and progression support. This study described the development and preliminary evaluation of a KOA-specific 3D exergame exercise management system. The system combined marker...

Xing-Ye Cheng, Xi Gao, Wen-Qi Liang et al. · 0 citations
Review Open access Aug 2026

Co-Designing a Clinician-Centered Video Gait Assessment System for Cerebral Palsy Based on the Framework for Co-Design of Clinical Practice Tools: Iterative Development and Formative Evaluation Study

Abstract Background Clinical gait assessment is essential for monitoring functional progress in children with cerebral palsy (CP); however, traditional visual observation remains inherently subjective and labor-intensive. Although AI-supported video gait assessment may provide more objective and automated outputs, many...

Xi Gao, Xing-Ye Cheng, Jiming Sun et al. · 0 citations
Open access Aug 2026

Biomechanics-Embedded Deep Learning for Joint Moment Estimation in Clinical Gait Analysis for Cerebral Palsy: A Learnable Hill-Type Pathway

Accurate lower-limb joint moment estimation is essential for clinical gait analysis in children with cerebral palsy (CP), yet conventional methods require force plates for ground reaction force (GRF) measurement, limiting assessment to specialized laboratories. Although data-driven methods can bypass force plates, lear...

Wen-Qi Liang, Zhiqiang Zhang, Shu-Yun Jiang et al. · 0 citations
Open access Aug 2026

Concurrent validity of markerless motion capture for occupational lifting: Kinematics and ergonomic risk assessment.

Markerless motion capture has the potential to enhance ergonomic risk assessment, but evidence remains limited for occupational manual handling tasks of increasing complexity. This study compared a multi-view system (OpenCap) and a monocular system (MediaPipe) against a marker-based reference system (Vicon) for lifting...

Mengjie Zhang, A. Nieuwenhuys, Mark G. Boocock et al. · 0 citations

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