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 last year
Alternatives and similar repositories for iMIMIC-RCVs:
Users that are interested in iMIMIC-RCVs are comparing it to the libraries listed below
- Tumor classification. TF Slim implementation of Camelyon 16 challenge (WIP)☆22Updated 4 years ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 3 years ago
- Meta-repository of screening mammography classifiers☆67Updated 2 years ago
- ☆56Updated 4 years ago
- My implementation for the MRNet competition hosted by the Stanford ML group☆36Updated 5 years ago
- An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department☆41Updated 3 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
- Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS …☆73Updated 4 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆44Updated 5 years ago
- Deep learning cardiac motion analysis for survival prediction☆81Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 2 years ago
- ☆23Updated 4 years ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆14Updated 5 years ago
- Survival Convolutional Neural Networks☆68Updated last year
- DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus …☆59Updated last year
- 3D-GMIC: an efficient deep neural network to find small objects in large 3D images☆30Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆77Updated 2 years ago
- PyTorch implementation of the MRNet paper, developed for the MRNet Competition hosted by the Stanford ML Group☆47Updated 5 years ago
- Explainability of Deep Learning Models☆29Updated last year
- Weakly Supervised MRI Series Classification for the UK Biobank☆25Updated 5 years ago
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- PyTorch implementation of Deep Survival Models.☆18Updated 7 years ago
- ☆45Updated 4 years ago
- Python scripts for automatic Whole-Slide Image preprocessing.☆35Updated 3 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- My code using PSPNet for MICCAI Gleason Challenge 2019☆33Updated 3 years ago
- ☆18Updated 5 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆122Updated 2 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 5 years ago
- Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification☆72Updated 2 years ago