medgift / iMIMIC-RCVs
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
☆16Updated 2 years ago
Alternatives and similar repositories for iMIMIC-RCVs:
Users that are interested in iMIMIC-RCVs are comparing it to the libraries listed below
- Gifsplanation - Explaining neural networks with gifs!☆25Updated last year
- ☆42Updated 7 years ago
- Meta-repository of screening mammography classifiers☆67Updated 2 years ago
- ☆32Updated 7 years ago
- All credit goes to the authors listed at https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002699☆33Updated 6 years ago
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆62Updated 9 months ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 4 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆27Updated 4 years ago
- Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation☆69Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- Deep learning cardiac motion analysis for survival prediction☆81Updated 2 years ago
- [AVI 2020] UTA4: Medical Imaging DICOM files dataset.☆17Updated 4 years ago
- Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN …☆34Updated 4 years ago
- Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models☆33Updated 4 years ago
- Weakly Supervised MRI Series Classification for the UK Biobank☆26Updated 5 years ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Updated 5 years ago
- ☆56Updated 5 years ago
- Anonymized dataset of COVID-19 cases with a focus on radiological imaging. This includes images (x-ray / ct) with extensive metadata, suc…☆44Updated 3 years ago
- Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"☆22Updated 3 years ago
- Implementation related to the paper: Interpretability-guided Content-based Medical Image Retrieval☆12Updated 4 years ago
- Explainability of Deep Learning Models☆29Updated 2 years ago
- ☆45Updated 2 months ago
- PyTorch implementation of Deep Survival Models.☆18Updated 7 years ago
- OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Developmen…☆24Updated 4 years ago
- Survival Convolutional Neural Networks☆68Updated 2 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆34Updated 3 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆85Updated last year
- Code for "Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP"☆13Updated last year
- Tensorflow implementation of 'Visual Feature Attribution using Wasserstein GANs'☆56Updated 2 years ago