Sourya Sengupta

22 papers B 1Misc 1Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	SynthFM: Training Modality-Agnostic Foundation Models for Medical Image Segmentation Without Real Medical Data. ISBI Sourya Sengupta, Satrajit Chakrabarty, Keerthi Sravan Ravi, Gopal Avinash, Ravi Soni
2025	J	`jnl`	SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data. CoRR Sourya Sengupta, Satrajit Chakrabarty, Keerthi Sravan Ravi, Gopal Avinash, Ravi Soni
2024	J	`jnl`	A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers. IEEE Trans. Medical Imaging Sourya Sengupta, Mark A. Anastasio
2024	J	`jnl`	Is SAM 2 Better than SAM in Medical Image Segmentation? CoRR Sourya Sengupta, Satrajit Chakrabarty, Ravi Soni
2023	J	`jnl`	Revisiting model self-interpretability in a decision-theoretic way for binary medical image classification. CoRR Sourya Sengupta, Mark A. Anastasio
2023	—	`conf`	Semi-supervised contrastive learning for white blood cell segmentation from label-free quantitative phase imaging. Digital and Computational Pathology Sourya Sengupta, Michael John Fanous, Hua Li, Mark A. Anastasio
2022	—	`conf`	Analyzing neural networks applied to an anatomical simulation of the breast. Image Perception, Observer Performance, and Technology Assessment 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
2022	—	`conf`	Investigation of adversarial robust training for establishing interpretable CNN-based numerical observers. Image Perception, Observer Performance, and Technology Assessment Sourya Sengupta, Craig K. Abbey, Kaiyan Li, Mark A. Anastasio
2021	J	`jnl`	BIDEAL: A Toolbox for Bicluster Analysis - Generation, Visualization and Validation. SN Comput. Sci. Nishchal K. Verma, Teena Sharma, Sonal Dixit, Pooja Agrawal, Sourya Sengupta, Vikas Singh
2021	J	`jnl`	Uncertainty aware and explainable diagnosis of retinal disease. CoRR Amitojdeep Singh, Sourya Sengupta, Mohammed Abdul Rasheed, Varadharajan Jayakumar, Vasudevan Lakshminarayanan
2020	J	`jnl`	BIDEAL: A Toolbox for Bicluster Analysis - Generation, Visualization and Validation. CoRR Nishchal K. Verma, Teena Sharma, Sonal Dixit, Pooja Agrawal, Sourya Sengupta, Vikas Singh
2020	—	`conf`	DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. OMIA@MICCAI Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan
2020	J	`jnl`	Explainable Deep Learning Models in Medical Image Analysis. J. Imaging Amitojdeep Singh, Sourya Sengupta, Vasudevan Lakshminarayanan
2020	J	`jnl`	Explainable deep learning models in medical image analysis. CoRR Amitojdeep Singh, Sourya Sengupta, Vasudevan Lakshminarayanan
2020	J	`jnl`	From Speech to Recital - A case of phase transition? A non-linear study. CoRR Chirayata Bhattacharya, Sourya Sengupta, Sayan Nag, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
2020	B	`conf`	FunSyn-Net: enhanced residual variational auto-encoder and image-to-image translation network for fundus image synthesis. Image Processing Sourya Sengupta, Akshay Athwale, Tanmay Gulati, John S. Zelek, Vasudevan Lakshminarayanan
2020	J	`jnl`	Ophthalmic diagnosis using deep learning with fundus images - A critical review. Artif. Intell. Medicine Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Tanmay Gulati, Vasudevan Lakshminarayanan
2020	—	`conf`	What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification? OMIA@MICCAI Amitojdeep Singh, Sourya Sengupta, J. Jothi Balaji, Mohammed Abdul Rasheed, Ibrahim Faruq, Varadharajan Jayakumar, John S. Zelek, Vasudevan Lakshminarayanan
2018	J	`jnl`	Ophthalmic Diagnosis and Deep Learning - A Survey. CoRR Sourya Sengupta, Amitojdeep Singh, Henry A. Leopold, Vasudevan Lakshminarayanan
2017	J	`jnl`	Can Musical Emotion Be Quantified With Neural Jitter Or Shimmer? A Novel EEG Based Study With Hindustani Classical Music. CoRR Sayan Nag, Sayan Biswas, Sourya Sengupta, Shankha Sanyal, Archi Banerjee, Ranjan Sengupta, Dipak Ghosh
2017	J	`jnl`	Gestalt Phenomenon in Music? A Neurocognitive Physics Study with EEG. CoRR Shankha Sanyal, Archi Banerjee, Souparno Roy, Sourya Sengupta, Sayan Biswas, Sayan Nag, Ranjan Sengupta, Dipak Ghosh
2017	Misc	`conf`	Parallelized Common Factor Attack on RSA. ICISS Vineet Kumar, Aneek Roy, Sourya Sengupta, Sourav Sen Gupta