Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability

no code implementations • 10 Sep 2023 • Shivam Sharma, Suvadeep Maiti, S. Mythirayee, Srijithesh Rajendran, Raju Surampudi Bapi

A distinctive aspect of this study is the adaptation of GradCam for sleep staging, marking the first instance of an explainable DL model in this domain with alignment of its decision-making with sleep expert's insights.

Classification Decision Making +3