whole-slide-image topic

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

miccaiif

The code for Kernel attention transformer (KAT)

Zhengyushan

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)

dazhangyu123

[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images

liupei101

Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "

ChongQingNoSubway

Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.

miccaiif

Python library for reading tiles from wsi tiff-files.

imi-bigpicture

[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning

HKU-MedAI

[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis

HKU-MedAI

Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).

titizheng