Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos. - Divyanshu Mishra; He Zhao 002; Pramit Saha; Aris T. Papageorghiou; J. Alison Noble (MICCAI (1), 2023)

Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data. - Pramit Saha; Divyanshu Mishra; J. Alison Noble (MICCAI (2), 2023)

STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos. - Divyanshu Mishra; Pramit Saha; He Zhao 002; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (MICCAI (4), 2024)

Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection. - Pramit Saha; Divyanshu Mishra; Felix Wagner 001; Konstantinos Kamnitsas; J. Alison Noble (CoRR, 2024)

F3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics. - Pramit Saha; Felix Wagner 001; Divyanshu Mishra; Can Peng; Anshul Thakur; David A. Clifton; Konstantinos Kamnitsas; J. Alison Noble (CoRR, 2024)

MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer. - Divyanshu Mishra; Pramit Saha; He Zhao 002; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (AAAI, 2025)

FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning. - Pramit Saha; Divyanshu Mishra; Felix Wagner 001; Konstantinos Kamnitsas; J. Alison Noble (AAAI, 2025)

Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection. - Pramit Saha; Divyanshu Mishra; Felix Wagner 001; Konstantinos Kamnitsas; J. Alison Noble (AAAI, 2025)

F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics. - Pramit Saha; Felix Wagner 001; Divyanshu Mishra; Can Peng; Anshul Thakur; David A. Clifton; Konstantinos Kamnitsas; J. Alison Noble (CVPR, 2025)

TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer. - Divyanshu Mishra; Pramit Saha; He Zhao 002; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; J. Alison Noble (Medical Image Anal., 2025)

Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos. - Pramit Saha; Divyanshu Mishra; Netzahualcoyotl Hernandez-Cruz; Olga Patey; Aris T. Papageorghiou; Yuki M. Asano; J. Alison Noble (CoRR, 2025)

Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation. - Divyanshu Mishra; Mohammadreza Salehi; Pramit Saha; Olga Patey; Aris T. Papageorghiou; Yuki M. Asano; J. Alison Noble (CoRR, 2025)