Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy. - Sanoojan Baliah; Fadillah A. Maani; Santosh Sanjeev; Muhammad Haris Khan (MLMI@MICCAI (1), 2023)

PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis. - Santosh Sanjeev; Salwa K. Al Khatib; Mai A. Shaaban; Ibrahim Almakky; Vijay Ram Papineni; Mohammad Yaqub (MLMI@MICCAI (1), 2023)

TiBiX: Leveraging Temporal Information for Bidirectional X-Ray and Report Generation. - Santosh Sanjeev; Fadillah Adamsyah Maani; Arsen Abzhanov; Vijay Ram Papineni; Ibrahim Almakky; Bartlomiej W. Papiez; Mohammad Yaqub (DGM4MICCAI@MICCAI, 2024)

FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis. - Santosh Sanjeev; Nuren Zhaksylyk; Ibrahim Almakky; Anees Ur Rehman Hashmi; Mohammad Areeb Qazi; Mohammad Yaqub (MICCAI (12), 2024)

DynaMMo: Dynamic Model Merging for Efficient Class Incremental Learning for Medical Images. - Mohammad Areeb Qazi; Ibrahim Almakky; Anees Ur Rehman Hashmi; Santosh Sanjeev; Mohammad Yaqub (MIUA (1), 2024)

XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model. - Anees Ur Rehman Hashmi; Ibrahim Almakky; Mohammad Areeb Qazi; Santosh Sanjeev; Vijay Ram Papineni; Dwarikanath Mahapatra; Mohammad Yaqub (CoRR, 2024)

MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks. - Ibrahim Almakky; Santosh Sanjeev; Anees Ur Rehman Hashmi; Mohammad Areeb Qazi; Mohammad Yaqub (CoRR, 2024)

Continual Learning in Medical Imaging from Theory to Practice: A Survey and Practical Analysis. - Mohammad Areeb Qazi; Anees Ur Rehman Hashmi; Santosh Sanjeev; Ibrahim Almakky; Numan Saeed; Mohammad Yaqub (CoRR, 2024)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CoRR, 2024)

All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages. - Ashmal Vayani; Dinura Dissanayake; Hasindri Watawana; Noor Ahsan; Nevasini Sasikumar; Omkar Thawakar; Henok Biadglign Ademtew; Yahya Hmaiti; Amandeep Kumar; Kartik Kuckreja; Mykola Maslych; Wafa Al Ghallabi; et al. (CVPR, 2025)

crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023. - Navodini Wijethilake; Reuben Dorent; Marina Ivory; Aaron Kujawa; Stefan Cornelissen; Patrick Langenhuizen; Mohamed Okasha; Anna Oviedova; Hexin Dong; Bogyeong Kang; Guillaume Sallé; Luyi Han; et al. (CoRR, 2025)