Pinned Loading

1. VLSA VLSA Public

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

   Jupyter Notebook 21 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 49 4

4. AdvMIL AdvMIL Public

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

   Python 32 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 pathology analysis.

   Python 55 11

6. TFDeepSurv TFDeepSurv Public archive

   COX Proportional risk model and survival analysis implemented by tensorflow.

   Python 102 27