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

ID: 38 View Protection: Participants Only Updated time: 2024-08-06 11:08:51 Views: 724 Favorite Cancel favorite

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Source: 2024 Asian Conference on Communication and Networks

Type: Oral Presentation

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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.

Speaker:

R Radhika

Delhi College of Engineering