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1. VLSA VLSA Public

   Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology

   Jupyter Notebook 17 2

2. MIREL MIREL Public

   [ICML 2024] The official implementation of MIREL (Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation).

   Jupyter Notebook 9

3. PseMix PseMix Public

   [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification

   Python 46 3

4. AdvMIL AdvMIL Public

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

   Python 31 11

5. Pipeline-Processing-TCGA-Slides-for-MIL Pipeline-Processing-TCGA-Slides-for-MIL Public

   This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.

   Python 53 10

6. TFDeepSurv TFDeepSurv Public archive

   COX Proportional risk model and survival analysis implemented by tensorflow.

   Python 101 27