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  1. TFDeepSurv TFDeepSurv Public archive

    COX Proportional risk model and survival analysis implemented by tensorflow.

    Python 96 27

  2. MIREL MIREL Public

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

    Jupyter Notebook 7

  3. PseMix PseMix Public

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

    Python 23 2

  4. AdvMIL AdvMIL Public

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

    Python 22 8

  5. DSCA DSCA Public

    [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis

    Python 19 5

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

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

    Python 23 6