Varadharajan Jayakumar

According to our database, Varadharajan Jayakumar authored at least 4 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Annotation and segmentation of diabetic retinopathy lesions: an explainable AI application.

Hoda Kheradfallah, Janarthanam Jothi Balaji, Varadharajan Jayakumar, Mohammed Abdul Rasheed, Vasudevan Lakshminarayanan

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Uncertainty aware and explainable diagnosis of retinal disease.

Amitojdeep Singh, Sourya Sengupta, Mohammed Abdul Rasheed, Varadharajan Jayakumar, Vasudevan Lakshminarayanan

CoRR, 2021

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, Vasudevan Lakshminarayanan

CoRR, 2020

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

Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020