Zhang, Jun

Transformer-based unsupervised contrastive learning for histopathological image classification

Wang, X., Yang, S., Zhang, J., Wang, M., Zhang, J., Yang, W., Huang, J., & Han, X. (2022) · Medical Image Analysis

AI in cancer detectionDomain Adaptation and Few-Shot Learning

Cited by 751

A pathology foundation model for cancer diagnosis and prognosis prediction

Wang, X., Zhao, J., Marostica, E., Yuan, W., Jin, J., Zhang, J., Li, R., Tang, H., Wang, K., Li, Y., et al. (2024) · Nature

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 580

Hierarchical fully convolutional network for joint atrophy localization and Alzheimer’s disease diagnosis using structural MRI

Lian, C., Liu, M., Zhang, J., & Shen, D. (2020) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Dementia and Cognitive Impairment ResearchMedical Image Segmentation Techniques

Cited by 544

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

Wang, X., Du, Y., Yang, S., Zhang, J., Wang, M., Zhang, J., Yang, W., Huang, J., & Han, X. (2023) · Medical Image Analysis

AI in cancer detectionImage Retrieval and Classification Techniques

Cited by 218

Detecting Anatomical Landmarks From Limited Medical Imaging Data Using Two-Stage Task-Oriented Deep Neural Networks

Zhang, J., Liu, M., & Shen, D. (2017) · IEEE Transactions on Image Processing

Medical Imaging and AnalysisMedical Image Segmentation Techniques

Cited by 192

TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification

Wang, X., Yang, S., Zhang, J., Wang, M., Zhang, J., Huang, J., Yang, W., & Han, X. (2021) · Lecture Notes in Computer Science

AI in cancer detectionDomain Adaptation and Few-Shot Learning

Cited by 178

Multimodal contrastive learning for spatial gene expression prediction using histology images

Min, W., Shi, Z., Zhang, J., Wan, J., & Wang, C. (2024) · Briefings in Bioinformatics

Single-cell and spatial transcriptomicsGene expression and cancer classification

Cited by 90