CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis

1 code implementation • 24 Nov 2023 • Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri

Lastly, the results of the comparison of XAI techniques show that Grad-Cam gives the best explanations compared to LIME and IG, by achieving a Dice coefficient of 55%, on COVID-19 positive scans, compared to 29% and 24% obtained by IG and LIME respectively.

COVID-19 Diagnosis Segmentation