Sourya Sengupta

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Age Related Macular Degeneration

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Artif. Intell. Medicine

Publications

Sourya Sengupta, Mark A. Anastasio
A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers. IEEE Trans. Medical Imaging 43 (5) (2024)
Sourya Sengupta, Mark A. Anastasio
Revisiting model self-interpretability in a decision-theoretic way for binary medical image classification. CoRR (2023)
Craig K. Abbey, Sourya Sengupta, Weimin Zhou, Andreu Badal, Rongping Zeng, Frank W. Samuelson, Miguel P. Eckstein, Kyle J. Myers, Mark A. Anastasio, Jovan G. Brankov
Analyzing neural networks applied to an anatomical simulation of the breast. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Sourya Sengupta, Craig K. Abbey, Kaiyan Li, Mark A. Anastasio
Investigation of adversarial robust training for establishing interpretable CNN-based numerical observers. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Amitojdeep Singh, Sourya Sengupta, Mohammed Abdul Rasheed, Varadharajan Jayakumar, Vasudevan Lakshminarayanan
Uncertainty aware and explainable diagnosis of retinal disease. CoRR (2021)
Nishchal K. Verma, Teena Sharma, Sonal Dixit, Pooja Agrawal, Sourya Sengupta, Vikas Singh
BIDEAL: A Toolbox for Bicluster Analysis - Generation, Visualization and Validation. SN Comput. Sci. 2 (1) (2021)
Chirayata Bhattacharya, Sourya Sengupta, Sayan Nag, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
From Speech to Recital - A case of phase transition? A non-linear study. 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)
Nishchal K. Verma, Teena Sharma, Sonal Dixit, Pooja Agrawal, Sourya Sengupta, Vikas Singh
BIDEAL: A Toolbox for Bicluster Analysis - Generation, Visualization and Validation. CoRR (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)
Sourya Sengupta, Akshay Athwale, Tanmay Gulati, John S. Zelek, Vasudevan Lakshminarayanan
FunSyn-Net: enhanced residual variational auto-encoder and image-to-image translation network for fundus image synthesis. Medical Imaging: Image Processing (2020)
Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Vasudevan Lakshminarayanan
Ophthalmic Diagnosis and Deep Learning - A Survey. CoRR (2018)
Shankha Sanyal, Archi Banerjee, Souparno Roy, Sourya Sengupta, Sayan Biswas, Sayan Nag, Ranjan Sengupta, Dipak Ghosh
Gestalt Phenomenon in Music? A Neurocognitive Physics Study with EEG. CoRR (2017)
Sayan Nag, Sayan Biswas, Sourya Sengupta, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
Can Musical Emotion Be Quantified With Neural Jitter Or Shimmer? A Novel EEG Based Study With Hindustani Classical Music. CoRR (2017)
Vineet Kumar, Aneek Roy, Sourya Sengupta, Sourav Sen Gupta
Parallelized Common Factor Attack on RSA. ICISS (2017)