Transformer-based unsupervised contrastive learning for histopathological image classification

Xiyue Wang, Sen Yang, Jun Zhang, +5

Medical Image Analysis

Image AnalysisEngineeringData ScienceMedical ImagingPattern Recognition +6

A pathology foundation model for cancer diagnosis and prognosis prediction

Xiyue Wang, Junhan Zhao, Eliana Marostica, +26

Nature

Tumor BiologyComputational MedicineMedicinePrognosisPathology +7

Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution

Yu Zhao, Fan Yang, Yuqi Fang, +8

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningDigital Pathology +20

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

Xiyue Wang, Yuexi Du, Sen Yang, +1

Medical Image Analysis

Clustering-guided Contrastive LearningImage AnalysisMachine LearningData ScienceMachine Vision +6

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

Xiyue Wang, Tao Shen, Sen Yang, +5

NeuroImage Clinical

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersDiagnostic Imaging +20

Mitosis domain generalization in histopathology images — The MIDOG challenge

Marc Aubreville, Nikolas Stathonikos, Christof Bertram, +38

Medical Image Analysis

Stain NormalizationEngineeringCell DivisionMedical ImagingBioimage Analysis +10

PAIP 2019: Liver cancer segmentation challenge

Yoo Jung Kim, Hyungjoon Jang, Kyoung Bun Lee, +35

Medical Image Analysis

Artificial IntelligenceMedical Image SegmentationEngineeringMachine LearningDigital Pathology +24

A vision–language foundation model for precision oncology

Jinxi Xiang, Xiyue Wang, Xiaoming Zhang, +14

Nature

Clinical TranslationMedicineVision–language Foundation ModelFoundation ModelsOncology +3

Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge

Xiahai Zhuang, Jiahang Xu, Xinzhe Luo, +20

Medical Image Analysis

EngineeringHealth SciencesMedical ImagingBenchmark StudyBiomedical Imaging +10

Automated segmentation of normal and diseased coronary arteries – The ASOCA challenge

Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, +18

Computerized Medical Imaging and Graphics