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
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- A human in the loop solution to machine learning for pathologists (easy semantic segmentation of WSI)☆51Updated 4 years ago
- Gifsplanation - Explaining neural networks with gifs!☆25Updated last year
- List of academic institutes/companies working on computer-based digital pathology image analysis☆40Updated last month
- Deep learning cardiac motion analysis for survival prediction☆81Updated 2 years ago
- Survival Convolutional Neural Networks☆69Updated 2 years ago
- Generation of synthetic artefacts / digital pathology☆14Updated 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
- Tumor classification. TF Slim implementation of Camelyon 16 challenge (WIP)☆22Updated 4 years ago
- ☆23Updated 4 years ago
- Meta-repository of screening mammography classifiers☆67Updated 2 years ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 4 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
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆78Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆44Updated last year
- pytorch dataset class for reading and transforming NIfTI files☆63Updated 3 years ago
- Explainability of Deep Learning Models☆29Updated 2 years ago
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆78Updated 2 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Medical images I/O python package☆34Updated 2 years ago
- End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays. Additional material and updates.☆40Updated 2 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆123Updated 2 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆45Updated 5 years ago
- Dynamic Affine Feature Map Transform☆41Updated 9 months ago
- ☆24Updated 2 years ago
- My implementation for the MRNet competition hosted by the Stanford ML group☆37Updated 5 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆81Updated last year
- Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN …☆33Updated 4 years ago
- DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus …☆59Updated last year