Xiyue Wang

Transformer-based unsupervised contrastive learning for histopathological image classification

Xiyue Wang, Sen Yang, Jun Zhang et al. · Medical Image Analysis · 2022 · 561 citations

Image Analysis, Engineering, Data Science +8

A pathology foundation model for cancer diagnosis and prognosis prediction

Xiyue Wang, Junhan Zhao, Eliana Marostica et al. · Nature · 2024 · 324 citations · Full text

Tumor Biology, Computational Medicine, Medicine +9

RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval

Xiyue Wang, Yuexi Du, Sen Yang et al. · Medical Image Analysis · 2022 · 183 citations

Clustering-guided Contrastive Learning, Image Analysis, Machine Learning +8

A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans

Xiyue Wang, Tao Shen, Sen Yang et al. · NeuroImage Clinical · 2021 · 154 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Mitosis domain generalization in histopathology images — The MIDOG challenge

Marc Aubreville, Nikolas Stathonikos, Christof Bertram et al. · Medical Image Analysis · 2022 · 138 citations · Full text

Stain Normalization, Engineering, Cell Division +12