Acceleration by Deep-Learnt Sharing of Superfluous Information in Multi-contrast MRI. - Sudhanya Chatterjee; Suresh Emmanuel Joel; Ramesh Venkatesan; Dattesh Dayanand Shanbhag (MICCAI (6), 2021)

DCE-former: A Transformer-Based Model with Mutual Information and Frequency-Based Loss Functions for Early and Late Response Prediction in Prostate DCE-MRI. - Sadhana S; Sriprabha Ramanarayanan; Arunima Sarkar; Keerthi Ram; NagaGayathri Matcha; Suresh Emmanuel Joel; Harsh Agarwal; Ramesh Venkatesan; Mohanasankar Sivaprakasam (ISBI, 2024)

AutoDPS: An unsupervised diffusion model based method for multiple degradation removal in MRI. - Arunima Sarkar; Ayantika Das; Keerthi Ram; Sriprabha Ramanarayanan; Suresh Emmanuel Joel; Mohanasankar Sivaprakasam (Comput. Methods Programs Biomed., 2025)