Xiaoyan Li

GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection

Haoyuan Chen, Chen Li, Ge Wang et al. · Pattern Recognition · 2022 · 227 citations · Full text

Machine Vision, Image Analysis, Medical Imaging +15

IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach

Haoyuan Chen, Chen Li, Xiaoyan Li et al. · Computers in Biology and Medicine · 2022 · 129 citations · Full text

Interactive Learning, Image Classification, Image Analysis +15

Functional genomics reveal gene regulatory mechanisms underlying schizophrenia risk

Yongxia Huo, Shiwu Li, Jiewei Liu et al. · Nature Communications · 2019 · 124 citations · Full text

Weakly Supervised Object Detection With Segmentation Collaboration

Xiaoyan Li, Meina Kan, Shiguang Shan et al. · 2019 · 104 citations

Convolutional Neural Network, Scene Analysis, Image Analysis +13

Application of transfer learning and ensemble learning in image-level classification for breast histopathology

Yu Zheng, Chen Li, Xiaomin Zhou et al. · Intelligent Medicine · 2022 · 80 citations · Full text