Publications by authors named "Swakshar Deb"
AI-Driven Stroke Rehabilitation Systems and Assessment: A Systematic Review.
Sejuti Rahman Sujan Sarker A K M Nadimul Haque Monisha Mushtary Uttsha Md Fokhrul Islam Swakshar Deb
IEEE Trans Neural Syst Rehabil Eng
April 2023
Post-stroke therapy restores lost skills. Traditionally, patients are supported by skilled therapists who monitor their progress and evaluate the program's effectiveness. Due to a shortage of qualified therapists, rehabilitation facilities are both expensive and inadequate.
View Article and Find Full Text PDFGraph Convolutional Networks for Assessment of Physical Rehabilitation Exercises.
IEEE Trans Neural Syst Rehabil Eng
March 2022
Article Synopsis
- * Recent advances in deep learning have been used to analyze body movements through RGBD videos, but traditional methods fall short in extracting detailed features from variable-length exercise inputs.
- * The study introduces a spatio-temporal Graph Convolutional Network (GCN) that effectively evaluates variable-length exercises and provides insights on body joint importance, improving users' future performance through self-attention mechanisms.