上海市医学图像处理与计算机辅助手术重点实验室

Mixture-of-experts and semantic-guided network for brain tumor segmentation with missing MRI modalities Siyu Liu, Haoran Wang, Shiman Li, Chenxi Zhang †Medical Bio...

SS-Pro: a simplified Siamese contrastive learning approach for protein surface representationAo Shen, Mingzhi Yuan, Yingfan Ma, Manning Wang†Frontiers of Computer S...

Complementary multi-modality molecular self-supervised learning via non-overlapping masking for property prediction Ao Shen*, Mingzhi Yuan*, Yingfan Ma, Jie Du, Man...

Deep Learning Assessment of Small Renal Masses at Contrast-enhanced Multiphase CTChenchen Dai, Ying Xiong, Pingyi Zhu, Linpeng Yao, Jinglai Lin, Jiaxi Yao, Xue Zhan...

A comprehensive survey on deep active learning in medical image analysisHaoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang†, Zhijian Song†Medical Image Analy...

Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentationXiaoyu Liu*, Linhao Qu*, Ziyue Xie, Jiayue Zhao, Yonghon...

Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image ClassificationYingfan Ma, Xiaoyuan Luo, Kexue Fu, Manning Wang†The Association for t...

Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotationShiman Li, Haoran Wang, Yucong Meng, Chenxi Zhang†, Zhijian Song†Ph...

White Matter Biomarker for Predicting De Novo Parkinsons Disease Using Tract-Based Spatial Statistics: A Machine Learning-Based ModelQi Zhang, Haoran Wang, Yonghong...

Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentationShaolei Liu...