A cross-border community for researchers with openness, equality and inclusion

ABSTRACT LIBRARY

EMG Graph-Based Disease Analysis: A Novel Approach to Neuromuscular Disorder Diagnosis

Publisher: USS

Authors: R Radhika, Delhi College of Engineering Mishra Sachin, Delhi College of Engineering

Open Access

  • Favorite
  • Share:

Abstract:

Diagnosing neuromuscular disorders like muscular dystrophy and myasthenia gravis is challenging. While Electromyography (EMG) aids diagnosis, it requires specialist interpretation. This paper uses ML to analyze EMG data, aiming to create a reliable tool to differentiate between different disorders.

Keywords: neuromuscular disorders; electromyogram (EMG); myasthenia gravis, stroke and amyotrophic lateral sclerosis.

Published in: IEEE Transactions on Antennas and Propagation( Volume: 71, Issue: 4, April 2023)

Page(s): 2908 - 2921

Date of Publication: 2908 - 2921

DOI: 10.1109/TAP.2023.3240032

Publisher: UNITED SOCIETIES OF SCIENCE