General Vision Encoder Features as Guidance in Medical Image Registration

F Kögl, A Reithmeir, V Sideri-Lampretsa… - arXiv preprint arXiv …, 2024 - arxiv.org
General vision encoders like DINOv2 and SAM have recently transformed computer vision.
Even though they are trained on natural images, such encoder models have excelled in …

Embracing Massive Medical Data

YC Chou, Z Zhou, A Yuille - arXiv preprint arXiv:2407.04687, 2024 - arxiv.org
As massive medical data become available with an increasing number of scans, expanding
classes, and varying sources, prevalent training paradigms--where AI is trained with multiple …