Deep learning based non-contact physiological monitoring in Neonatal Intensive Care Unit. - Nicky Nirlipta Sahoo; Balamurali Murugesan; Ayantika Das; Srinivasa Karthik; Keerthi Ram; Steffen Leonhardt; Jayaraj Joseph; Mohanasankar Sivaprakasam (EMBC, 2022)

A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRI. - Ayantika Das; Arun Palla; Keerthi Ram; Mohanasankar Sivaprakasam (MAD@MICCAI, 2022)

Diffusion Model Based Knee Cartilage Segmentation in MRI. - Veerasravanthi Mudiyam; Ayantika Das; Keerthi Ram; Mohanasankar Sivaprakasam (DGM4MICCAI, 2023)

Ano-swinMAE: Unsupervised Anomaly Detection in Brain MRI using swin Transformer based Masked Auto Encoder. - Kumari Rashmi; Ayantika Das; NagaGayathri Matcha; Keerthi Ram; Mohanasankar Sivaprakasam (MIDL, 2024)

Medframealign: 3D Histological Reconstructions Using Video Frame Interpolation Techniques. - Koushik Bhat; Ayantika Das; Supriti Mulay; Keerthi Ram; Mohanasankar Sivaprakasam (ISBI, 2025)

SMatt-DINO: Spatially Aware Masked Attention Network for High Resolution Brain Image Classification. - Moitreya Chaudhuri; Ayantika Das; Keerthi Ram; Mohanasankar Sivaprakasam (MIUA (1), 2025)

UEM24 at the NTCIR-18 MedNLP-CHAT: A Machine LearningApproach to Multilingual Healthcare Risk Prediction. - Ayantika Das; Anupam Mondal (NTCIR, 2025)

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)

PosDiffAE: Position-aware Diffusion Auto-encoder For High-Resolution Brain Tissue Classification Incorporating Artifact Restoration. - Ayantika Das; Moitreya Chaudhuri; Koushik Bhat; Keerthi Ram; Mihail Bota; Mohanasankar Sivaprakasam (CoRR, 2025)