Cross-modality Attention Adapter: A Glioma Segmentation Fine-tuning Method for SAM Using Multimodal Brain MR Images

no code implementations • 3 Jul 2023 • Xiaoyu Shi, Shurong Chai, Yinhao Li, Jingliang Cheng, Jie Bai, Guohua Zhao, Yen-Wei Chen

However, for medical images with small dataset sizes, deep learning methods struggle to achieve better results on real-world image datasets.

Ladder Fine-tuning approach for SAM integrating complementary network

1 code implementation • 22 Jun 2023 • Shurong Chai, Rahul Kumar Jain, Shiyu Teng, Jiaqing Liu, Yinhao Li, Tomoko Tateyama, Yen-Wei Chen

Currently, ongoing research focuses on exploring the effective utilization of these generalized models for specific domains, such as medical imaging.

Image Segmentation Medical Image Segmentation +1