We are pleased to announce that the paper “An All in One Foundation Model for Multimodal Medical Image Restoration and Enhancement”, authored by Luyang Cao, Zhijian Wu, Jian Zhang, Lei Qi, Yang Gao, Hairong Zheng, Yefeng Zheng, and Yinghuan Shi, has been published in Nature Machine Intelligence.

The work presents a unified foundation-model approach for multimodal medical image restoration and enhancement.

Citation: Luyang Cao, Zhijian Wu, Jian Zhang, Lei Qi, Yang Gao, Hairong Zheng, Yefeng Zheng, Yinghuan Shi. “An All in One Foundation Model for Multimodal Medical Image Restoration and Enhancement.” Nature Machine Intelligence, 2026.