Shiman Li

A comprehensive survey on deep active learning in medical image analysis

Haoran Wang, Qiuye Jin, Shiman Li et al. · Medical Image Analysis · 2024 · 80 citations

Image Analysis, Machine Learning, Deep Learning +15

Cold-start active learning for image classification

Qiuye Jin, Mingzhi Yuan, Shiman Li et al. · Information Sciences · 2022 · 29 citations

Image Classification, Machine Vision, Machine Learning +10

Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks

Linhao Qu, Shaolei Liu, Manning Wang et al. · Expert Systems with Applications · 2023 · 23 citations

Image Analysis, Machine Learning, Data Science +13

Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation

Shiman Li, Haoran Wang, Yucong Meng et al. · Physics in Medicine and Biology · 2024 · 10 citations