What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification? - Amitojdeep Singh; Sourya Sengupta; J. Jothi Balaji; Mohammed Abdul Rasheed; Ibrahim Faruq; Varadharajan Jayakumar; John S. Zelek; Vasudevan Lakshminarayanan (OMIA@MICCAI, 2020)

Quantitative and Qualitative Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis. - Amitojdeep Singh; J. Jothi Balaji; Varadharajan Jayakumar; Mohammed Abdul Rasheed; Rajiv Raman 003; Vasudevan Lakshminarayanan (CoRR, 2020)

Uncertainty aware and explainable diagnosis of retinal disease. - Amitojdeep Singh; Sourya Sengupta; Mohammed Abdul Rasheed; Varadharajan Jayakumar; Vasudevan Lakshminarayanan (CoRR, 2021)

Annotation and segmentation of diabetic retinopathy lesions: an explainable AI application. - Hoda Kheradfallah; Janarthanam Jothi Balaji; Varadharajan Jayakumar; Mohammed Abdul Rasheed; Vasudevan Lakshminarayanan (Computer-Aided Diagnosis, 2022)