An Explainable Machine Learning Model for Early Detection of Parkinson's Disease using LIME on DaTscan Imagery

no code implementations • 1 Aug 2020 • Pavan Rajkumar Magesh, Richard Delwin Myloth, Rijo Jackson Tom

Keeping model interpretability of paramount importance, especially in the healthcare field, this study utilises LIME explanations to distinguish PD from non-PD, using visual superpixels on the DaTscans.

BIG-bench Machine Learning Specificity +2