Amitojdeep Singh

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 9

Top Topics

Visual Programming Environment

Weakly Supervised

Top Venues

Artif. Intell. Medicine

Publications

Amitojdeep Singh, Sourya Sengupta, Mohammed Abdul Rasheed, Varadharajan Jayakumar, Vasudevan Lakshminarayanan
Uncertainty aware and explainable diagnosis of retinal disease. CoRR (2021)
Amitojdeep Singh, J. Jothi Balaji, Varadharajan Jayakumar, Mohammed Abdul Rasheed, Rajiv Raman, Vasudevan Lakshminarayanan
Quantitative and Qualitative Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis. CoRR (2020)
Amitojdeep Singh, Sourya Sengupta, Vasudevan Lakshminarayanan
Explainable deep learning models in medical image analysis. CoRR (2020)
Amitojdeep Singh, Sourya Sengupta, Vasudevan Lakshminarayanan
Explainable Deep Learning Models in Medical Image Analysis. J. Imaging 6 (6) (2020)
Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan
DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. OMIA@MICCAI (2020)
Amitojdeep Singh, Sourya Sengupta, J. Jothi Balaji, Mohammed Abdul Rasheed, Ibrahim Faruq, Varadharajan Jayakumar, John S. Zelek, Vasudevan Lakshminarayanan
What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification? OMIA@MICCAI (2020)
Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Tanmay Gulati, Vasudevan Lakshminarayanan
Ophthalmic diagnosis using deep learning with fundus images - A critical review. Artif. Intell. Medicine 102 (2020)
Santosh Kumar Yadav, Amitojdeep Singh, Abhishek Gupta, Jagdish Lal Raheja
Real-time Yoga recognition using deep learning. Neural Comput. Appl. 31 (12) (2019)
Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Vasudevan Lakshminarayanan
Ophthalmic Diagnosis and Deep Learning - A Survey. CoRR (2018)