26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.P20.A-25

Monocular Biomechanical Tracking of Fingers with Inverse Kinematics to Foundation Models

R. James Cotton, Pouyan Firouzabadi, Wendy Murray, Shirley Ryan AbilityLab / Northwestern University

Session:
Mo.P20: Motor Learning & Neuromuscular Control Poster

Track:
Neural and Rehabilitation Engineering

Location:
Hall E; Bay A, Board #25

Presentation Time:
Monday, 27 July, 16:30 - 18:30

Presentation
Discussion
Resources
No resources available.
Session Mo.P20
Mo.P20.A-14: MODELING CORTICOMUSCULAR COUPLING VIA CROSS-MODAL MAPPING: AN EEG2EMG RECONSTRUCTION FRAMEWORK WITH LARGE-SCALE MODELS
Haoyang Cheng, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; Weizhao Chen, Xiamen University; Liuni Qin, Jing Xia, Yanjuan Geng, Tao Zhang, Guanglin Li, Yang Zhan, Jin Xie, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences
Mo.P20.A-15: FROM UTILITY TO PRECISION: A COMPARATIVE ANALYSIS OF SEMG NORMALIZATION STRATEGIES FOR WHOLE-BODY MUSCLE ACTIVATION IN BADUANJIN
Yufeng Zheng, Southern University of Science and Technology; Yanpei Liu, Shenzhen Institutes of Advanced Technology; Pingao Huang, Guilin University of Electronic Technology; Guoru Zhao, Guanglin Li, Hui Wang, Shenzhen Institutes of Advanced Technology
Mo.P20.A-16: Motor cortex oscillatory LFP transients during locomotion in nonhuman primates
Fan Ze Wang, David Xing, David Borton, Wilson Truccolo, Brown University
Mo.P20.A-17: Multimodal Transformer-Based Prediction of Lower-Limb Muscle Forces During Gait
Xinyue Li, Takashi Watanabe, Tohoku University
Mo.P20.A-18: A FOCUS OF ATTENTION-BASED VIRTUAL TRAINING PLATFORM FOR PRE-PROSTHETIC MYOELECTRIC SKILL ACQUISITION: A PROOF-OF-CONCEPT STUDY
Xiaochen Zhang, Sigrid Dupan, University College Dublin
Mo.P20.A-19: Wearable Fatigue-Related Risk Scoring under Domain Shift: Dual-Stream Fusion with Energy-Adaptive Soft Gating
HAO LI, The University of Electro-Communications; Mingrui Zheng, Hokkaido University; Yuxin Yang, KU Leuven; Yasuyuki Tahara, Yuichi Sei, The University of Electro-Communications; ,
Mo.P20.A-20: Movement-Related Cortical Potentials During CoreMuscles Driven Trunk Movements
Xu Liu, West China Hospital of Sichuan Universit; QIlin Liu, Qiong Guo, Innovation Institute for Integration of Medicine and Engineering; Jiayuan He, West China Hosptial of Sichuan University; Jin Huang, Innovation Institute for Integration of Medicine and Engineering; Ning Jiang, West China Hosptial of Sichuan University
Mo.P20.A-21: LIGHTWEIGHT LEARNABLE SPECTRAL INCEPTION NETWORK FOR HAND GESTURE RECOGNITION FROM SEMG SIGNALS
Yuxin Yang, KU Leuven; Shiqi Ren, Georgia Institute of Technology; Hao Li, The University of Electro-Communications; Minliang Wu, Soochow University
Mo.P20.A-22: Personalized Fatigue Analysis Based on Muscle Synergies
Yingrui Xie, The Hong Kong Polytechnic University; Yanan Diao, Zijing You, Shenzhen Institutes of Advanced Technology,Chinese Academy of Sciences; Huiying Qiu, The University of Hong Kong - Shenzhen Hospital; Guanglin Li, Shenzhen Institutes of Advanced Technology,Chinese Academy of Sciences; Nan Lou, The University of Hong Kong - Shenzhen Hospital; Dahua SHOU, The Hong Kong Polytechnic University; Guoru Zhao, Shenzhen Institutes of Advanced Technology,Chinese Academy of Sciences
Mo.P20.A-23: An Enhanced Motor Unit-Driven Neuro-Musculoskeletal Model for Robust Wrist Kinematics Estimation Across Limb Postures
Yucheng Huang, Yunfei Liu, School of Microelectronics at University of Science and Technology of China Hefei, Anhui, 230027, China; Bo Yao, Institute of Biomedical Engineering, Chinese Academy of Medical Sciences & Peking Union Medical College Tianjin, 300192, China; Dongfang Li, Xu Zhang, School of Microelectronics at University of Science and Technology of China Hefei, Anhui, 230027, China
Mo.P20.A-24: Assessment of tongue force during maximal and sustained elevation using a novel device.
Chloe Leonard, Ella McGrath, Teresa Ishchuk, Jayne Carberry, Emer Doheny, University College Dublin
Mo.P20.A-25: Monocular Biomechanical Tracking of Fingers with Inverse Kinematics to Foundation Models
R. James Cotton, Pouyan Firouzabadi, Wendy Murray, Shirley Ryan AbilityLab / Northwestern University
Mo.P20.A-26: Cross‑Session Data Transformation for Robust Simultaneous and Proportional sEMG‑Based Wrist Detection Across Multiple Hand Gestures
Mohammadali Shafieian, François Nougarou, Université du Québec à Trois-Rivières (UQTR)
Mo.P20.A-27: Validation of a Coincidence Anticipation Timing Task Platform Developed for Integrated Behavioral-EEG-EMG Analysis
André Felipe dos Santos, Bruna Mezzari Carlos, Arturo Forner-Cordero, Escola Politécnica, University of São Paulo
Mo.P20.A-28: THE INFLUENCE OF ELBOW POSTURE ON WRIST PROPRIOCEPTION
Valentina Massone, Aurora Freccero, Università Degli Studi di Genova - ReWing s.r.l.; Meera Sayal, Brock University; Giulia Aurora Albanese, ReWing s.r.l.; Maura Casadio, Università Degli Studi di Genova; Jacopo Zenzeri, ReWing s.r.l.; Michael Holmes, Brock University
Mo.P20.A-29: CHARACTERIZING MOVEMENT KINEMATICS AND VISUOMOTOR ADAPTATION IN A THREE-DIMENSIONAL REACHING TASK
Nicholas Druck, Narges Yaghoubi, Peter Pidcoe, Brooke Dexheimer, Dean Krusienski, Virginia Commonwealth University
Mo.P20.A-30: MODEL-BASED ESTIMATION OF INTERACTION FORCES IN AN OBJECT MANIPULATION TASK
Krishna Sarvani Desabhotla, Silvia Buscaglione, Sidharth Annapragada, Rakshith Lokesh, Northeastern University; Julie DiCarlo, David Lin, Massachusetts General Hospital; Dagmar Sternad, Northeastern University
Mo.P20.A-31: CHARACTERISING MONOTONIC EEG SIGNATURES OF GRADED MOTOR FORCE IN HEALTHY AND STROKE POPULATIONS
Mojisola Grace Asogbon, University of Derby; Frank Kulwa, Shenzhen Hospital; Oluwarotmi Williams Samuel, University of Derby; Tolulope T. Oyemakinde, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences; Bukola Babalola, Oaklands Limited, Derby,Chestnut House; Rami Khushaba, Transport for NSW, Alexandria, New South Wales; Yongcheng Li, Guanglin Li, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences; Mojisola Grace Asogbon, University of Derby
Mo.P20.A-32: NEUROMUSCULAR EFFICIENCY IN INDIAN CLASSICAL FLUTE PERFORMANCE: A MULTIMODAL DATA BASED PILOT STUDY
Purval Bhude, Anish C. Turlapaty, Pushp Garg, Indian Institute of Information Technology, SriCity; Balakrishna Gokaraju, North Carolina A&T State University
Mo.P20.A-33: LONG-TERM RESISTANCE TRAINING REMODELS NEURAL CONTROL MECHANISMS OF REACTIVE BALANCE IN THE ELDERLY
Yuxi Zheng, Pu Duan, Lin Meng, Tianjin university; Dong Ming, Juan Du, Tianjin University
Mo.P20.A-34: DATA-DRIVEN IDENTIFICATION OF THE NEURAL CONTROL PARAMETERS OF QUIET STANCE
Sajeeva Abeywardena, Adelaide University; Ildar Farkhatdinov, King's College London
Mo.P20.A-35: Cross-Person Neural Decoding of Continuous Finger Forces Based on High-Density Electromyogram
Long Meng, Xiaogang Hu, Pennsylvania State University
Resources
No resources available.