weinajin

multimodal_explanation

Generating and Evaluating Post-Hoc Explanation from Deep Neural Networks for Multi-Modal Medical Image Analysis Tasks

mial-hamarneh-repository-template

A template to accelerate the release of state of the art software accompanying papers released at Prof. Hamarneh's medicalimageanalysis.com

ConceptWhitening

xai

XAI - An eXplainability toolbox for machine learning

prostate_lesion_detection

Model for the detection, segmentation, and classification of prostate lesions from mpMRI, using ProstateX data and Retina U-Net

medical-image-data

网上获取到一些关于医学图像处理的数据集

BrainTumor

injuben

xai-iml-sota

Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.

sanity_checks_saliency

BrainPrep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

MONAI

AI Toolkit for Healthcare Imaging

Learn-Vim

Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖

interpretability-by-parts

Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)

torchio

Medical imaging toolkit for deep learning

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

captum

Model interpretability and understanding for PyTorch

3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

rule-matrix-py

Python package for creating rule-based explanations for classifiers.

deid

best effort anonymization for medical images using python

ASIF_empathy_game_for_chronic_pain

AS IF: an empathy kinect game for chronic pain

LikeMind_empathy_game_for_depression

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

IPMI2019-AttnMel

IPMI2019 paper - Melanoma Recognition via Visual Attention

pytorch_classification_template

pytorch-template

PyTorch deep learning projects made easy.

Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.