Multi-task artificial neural networks and their extrapolation capabilities to predict full-body 3D human posture during one- and two-handed load-handling activities - Mohseni, Mahdi; Zargarzadeh, Sadra; Arjmand, Navid (Journal of biomechanics, 2024)
Keywords: Algorithms; Artificial neural networks; Back pain; Biomechanics; Body mass index; Body weight; Datasets; Ergonomics; Errors; Extrapolation; Extrapolation capability; Hand; Handedness; Humans; Kinematics; Lifting techniques; Machine learning; Motion analysis; Motion capture; Musculoskeletal diseases; Neural networks; Neural Networks, Computer; Obesity; Overweight; Posture; Posture prediction; Predictions; Robustness; Skin; Thinness; Underweight; Body mass index; Lifting techniques; Posture prediction; Motion analysis; Machine learning; Extrapolation capability