Foundation models for biomedical image segmentation: A survey

HH Lee, Y Gu, T Zhao, Y Xu, J Yang… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in biomedical image analysis have been significantly driven by the
Segment Anything Model (SAM). This transformative technology, originally developed for …

Unleashing the potential of SAM for medical adaptation via hierarchical decoding

Z Cheng, Q Wei, H Zhu, Y Wang, L Qu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract The Segment Anything Model (SAM) has garnered significant attention for its
versatile segmentation abilities and intuitive prompt-based interface. However its application …