Work

Explainable AI-Guided Optimization of EMG Channels and Features for Precise Hand Gesture Classification: A SHAP-Based Study

Year: 2024

Type: article

Source: IEEE Transactions on Medical Robotics and Bionics

DOI: 10.1109/tmrb.2024.3504007

Authors: Parul Rani, Sidharth Pancholi, Vikash Shaw, Suraj Pandey, Manfredo Atzori, Sanjeev Kumar

Institutions: Academy of Scientific and Innovative Research, Harvard University, Massachusetts General Hospital, Indian Institute of Engineering Science and Technology, Shibpur, HES-SO University of Applied Sciences and Arts Western Switzerland, HES-SO Valais-Wallis

Language: English

Topic: Muscle activation and electromyography studies

Subfield: Biomedical Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

Funder: Council of Scientific and Industrial Research, India

OpenAlex ID: W4404627495

FWCI: 0.839

Cites: 30

Cited by: 8

Related to: 10