nyukat / mammography_metarepository
Meta-repository of screening mammography classifiers
☆67Updated 2 years ago
Alternatives and similar repositories for mammography_metarepository:
Users that are interested in mammography_metarepository are comparing it to the libraries listed below
- 3D-GMIC: an efficient deep neural network to find small objects in large 3D images☆30Updated 2 years ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆45Updated 2 years ago
- An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization☆172Updated 6 months 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 …☆67Updated 3 weeks ago
- An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department☆41Updated 3 years 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
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- CSAW-M: An Ordinal Classification Dataset for Benchmarking Mammographic Masking of Cancer☆15Updated last year
- Data descriptor and sample notebooks for the Emory Breast Imaging Dataset (EMBED) hosted on the AWS Open Data Program☆69Updated 3 weeks ago
- medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis☆147Updated 6 months ago
- Code for "Optimizing risk-based breast cancer screening policies with reinforcement learning"☆21Updated 3 years ago
- End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Ma…☆60Updated 4 years ago
- ☆66Updated 10 months ago
- Notebooks for working with The Cancer Imaging Archive datasets. Have you written one? Submit a PR!☆100Updated this week
- Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.☆80Updated 2 years ago
- Materials for the 2021 MONAI Bootcamp☆108Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021☆81Updated 2 years ago
- My implementation for the MRNet competition hosted by the Stanford ML group☆36Updated 5 years ago
- ☆22Updated 4 months ago
- CSAW-S: mammography screenings from 172 different patients with annotations for semantic segmentation☆23Updated last year
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆40Updated 3 years ago
- ☆159Updated last month
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆97Updated 2 weeks ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆77Updated 2 years ago
- Machine learning models for multi-organ, multi-disease prediction in chest CT volumes. From paper Draelos et al. "Machine-Learning-Based …☆33Updated 2 years ago
- Predict the status of a genetic biomarker important for brain cancer treatment☆38Updated last month
- Computed tomography to body composition (Comp2Comp).☆70Updated last month
- Dynamic Affine Feature Map Transform☆41Updated 8 months ago