WSI分类

• Multi-task Learning of Histology and Molecular
  Markers for Classifying Diffuse Glioma

• Multimodal Pathology Image Search Between H&E Slides and Multiplexed
  Immunofluorescent Images

• Self-supervised driven consistency training for annotation efficient
  histopathology image analysis

• TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

• Multiple Instance Learning with Mixed
  Supervision in Gleason Grading

• AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning
  in Whole Slide Image

• Hierarchical Transformer for Survival Prediction
  Using Multimodality Whole Slide Images and
  Genomics

• Dual-stream Multiple Instance Learning Network
  for Whole Slide Image Classification with Self-supervised Contrastive Learning

• 双流图像表征网络（Dual-stream Network）

• https://www.nuomiphp.com/github/zh/618670e18cd5815e75240d2c.html

• Scaling Vision Transformers to Gigapixel Images via
  Hierarchical Self-Supervised Learning

• https://zhuanlan.zhihu.com/p/40812750

• ACPL: Anti-curriculum Pseudo-labelling for
  Semi-supervised Medical Image Classification

• https://zhuanlan.zhihu.com/p/513887008

• DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification

• Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

• TOWARDS BETTER UNDERSTANDING AND BETTER
  GENERALIZATION OF FEW-SHOT CLASSIFICATION IN
  HISTOLOGY IMAGES WITH CONTRASTIVE LEARNING

• https://openreview.net/forum?id=kQ2SOflIOVC

• https://github.com/tianyizhou/DoCL

• SGCL: Spatial guided contrastive learning on whole-slide pathological
  images

• Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images