nyukat / mammography_metarepository
Meta-repository of screening mammography classifiers
☆65Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for mammography_metarepository
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆44Updated 2 years ago
- 3D-GMIC: an efficient deep neural network to find small objects in large 3D images☆30Updated 2 years ago
- An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization☆170Updated 3 months ago
- An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department☆40Updated 3 years ago
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- The RISE Journal Club aims to create a friendly environment to discuss the latest state-of-the-art papers in the areas of medical image …☆66Updated this week
- Pretrained model for self supervised histopathology☆109Updated 2 years ago
- primakov / DuneAI-Automated-detection-and-segmentation-of-non-small-cell-lung-cancer-computed-tomography-imagesRepository supporting the original research paper in Nature Communications (Primakov et al. 2022)☆65Updated 4 months ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆75Updated last year
- This repository was used to develop Mirai, the risk model described in: Towards Robust Mammography-Based Models for Breast Cancer Risk.☆111Updated 2 months ago
- This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast can…☆12Updated 2 years ago
- Data descriptor and sample notebooks for the Emory Breast Imaging Dataset (EMBED) hosted on the AWS Open Data Program☆65Updated 9 months ago
- medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis☆132Updated 4 months ago
- Notebooks for working with The Cancer Imaging Archive datasets. Have you written one? Submit a PR!☆91Updated last week
- Reproducing CheXpert paper using the PyTorch library.☆37Updated last year
- Materials for the 2021 MONAI Bootcamp☆106Updated 2 years ago
- ☆21Updated last month
- Predict the status of a genetic biomarker important for brain cancer treatment☆38Updated last month
- PyTorch implementation of a multi-task, weak supervision framework for abnormality localization in large, volumetric images.☆22Updated 2 years ago
- Dynamic Affine Feature Map Transform☆36Updated 5 months ago
- A Quick Guide on Radiology Image Pre-processing for Deep Learning Applications in Prostate Cancer Research☆23Updated last year
- Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering