2 papers
eess.SP2024
ResEMGNet: A Lightweight Residual Deep Learning Architecture for Neuromuscular Disorder Detection from Raw EMG Signals
Minhajur Rahman, Md Toufiqur Rahman, Md Tanvir Raihan +1
Amyotrophic Lateral Sclerosis (ALS) and Myopathy are debilitating neuromuscular disorders that demand accurate and efficient diagnostic approaches. In this study, we harness the po…
eess.SP2024
EMG Signal Classification for Neuromuscular Disorders with Attention-Enhanced CNN
Md. Toufiqur Rahman, Minhajur Rahman, Celia Shahnaz
Amyotrophic Lateral Sclerosis (ALS) and Myopathy present considerable challenges in the realm of neuromuscular disorder diagnostics. In this study, we employ advanced deep-learning…