SincPD: An Explainable Method based on Sinc Filters to Diagnose Parkinson's Disease Severity by Gait Cycle Analysis
The episode discusses SincPD, a method using Sinc filters to diagnose Parkinson's Disease severity from gait cycle analysis using wearable sensors. The hosts explore how this explainable AI model works, detailing its pruning process and findings that pinpoint specific foot sensors and frequency bands relevant to the disease.