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medGIFT

Official github page of the medGIFT group, HES-SO Valais

Popular repositories

  1. This repository contains the code for implementing Bidirectional Relevance scores for Digital Histopathology, which was used for the results in the iMIMIC workshop paper: Regression Concept Vectors…

    Python 16 5

  2. UC1 for PROCESS-project. The use case tackles cancer detection and tissue classification on the latest challenges in cancer research using histopathology images, such as CAMELYON and TUPAC.

    Python 3 4

  3. Interpretable Pruning of CNNs for Scale-Covariant Features in Medical Imaging

    Jupyter Notebook 1

  4. This repository contains the code to interpret the classification of the Plus disease in Rethinopathy of Prematurity images by a deep CNN. This paper is to be presented at SPIE2019 Medical Imaging …

    Jupyter Notebook 1

  5. Forked from maragraziani/ConceptAttribution

    Concept Attribution with Regression Concept Vectors

  6. Layer II of PROCESS UC1 software library camnet

    Python

Repositories

  • PROCESS_L1 Public

    UC1 for PROCESS-project. The use case tackles cancer detection and tissue classification on the latest challenges in cancer research using histopathology images, such as CAMELYON and TUPAC.

    Python 3 MIT 4 0 1 Updated May 26, 2022
  • iMIMIC-RCVs Public

    This repository contains the code for implementing Bidirectional Relevance scores for Digital Histopathology, which was used for the results in the iMIMIC workshop paper: Regression Concept Vectors for Bidirectional Explanations in Histopathology

    Python 16 MIT 5 0 2 Updated May 26, 2022
  • quantimage-melampus Public

    Machine learning infrastracture for SPHN/Imagine project

    Python 0 BSD-3-Clause 1 0 0 Updated Mar 7, 2022
  • scale_covariant_pruning Public

    Interpretable Pruning of CNNs for Scale-Covariant Features in Medical Imaging

    Jupyter Notebook 1 MIT 0 0 0 Updated Feb 8, 2021
  • PROCESS_L3 Public

    Layer III of UC1 PROCESS: Performance boosting and interpretability

    Jupyter Notebook 0 MIT 0 0 0 Updated Nov 21, 2020
  • PROCESS_L2 Public

    Layer II of PROCESS UC1 software library camnet

    Python 0 MIT 0 0 0 Updated Oct 28, 2020
  • SPIE2019_interpretableROP Public

    This repository contains the code to interpret the classification of the Plus disease in Rethinopathy of Prematurity images by a deep CNN. This paper is to be presented at SPIE2019 Medical Imaging at the Computer Aided Diagnosis track.

    Jupyter Notebook 0 MIT 1 0 0 Updated Apr 30, 2019
  • ConceptAttribution Public

    Concept Attribution with Regression Concept Vectors

    0 MIT 3 0 0 Updated Apr 30, 2019

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