Amar Kumar – författare

This book presents a series of revised papers selected from the Second MICCAI Student Board Workshop, EMERGE 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings.The 13 full papers presented in this book were carefully reviewed and selected from 19 submissions. These papers were organized in the following topical sections: Foundation Models and Generalization in Medical AI; Representation Learning for Detection and Diagnosis; Signals, Bias, and Structure in Medical Data; Poster Presentations.

This book presents a series of revised papers selected from the Second MICCAI Student Board Workshop, EMERGE 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings.The 13 full papers presented in this book were carefully reviewed and selected from 19 submissions. These papers were organized in the following topical sections: Foundation Models and Generalization in Medical AI; Representation Learning for Detection and Diagnosis; Signals, Bias, and Structure in Medical Data; Poster Presentations.

This book constitutes the refereed proceedings of the first MICCAI Doctoral Symposium, held in conjunction with the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025, which took place in Daejeon, South Korea, during September 23–27, 2025.The 28 full papers included in this book were carefully reviewed and selected from 28 submissions. They were organized in topical sections as follows: Neuroimaging and Neurovascular Analysis; Cardiovascular and Pulmonary Imaging; Computational Pathology and Cancer Imaging; Machine Learning – Fairness and Multimodal Learning; Machine Learning – Representation Learning and Foundation Models; Image Reconstruction, Segmentation, and Radiotherapy; and Surgical and Clinical Video Analysis.