Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceAmyotrophic Lateral SclerosisHumansElectromyographyNeural NetworksComputer
iEMG-Based Diagnosis of ALS and Myopathy using 1D-CNN.
Sidi Mohamed Sid'El Moctar, Chawki Nasrallah, Imad Rida, Sofiane Boudaoud
Published: 202510.1109/EMBC58623.2025.11251693
Abstract
Amyotrophic Lateral Sclerosis (ALS) and myopathy are debilitating neuromuscular disorders that require accurate and timely diagnosis for effective management. Traditional electromyography (EMG)-based diagnostic methods rely on manual interpretation,…
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