kbressem / faimed3dLinks
Extension to fastai for volumetric medical data
☆33Updated 2 years ago
Alternatives and similar repositories for faimed3d
Users that are interested in faimed3d are comparing it to the libraries listed below
Sorting:
- Meta-repository of screening mammography classifiers☆71Updated 3 years ago
- Fastai extension to work with 3d medical images☆41Updated 6 years ago
- Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021☆82Updated 3 years ago
- pytorch dataset class for reading and transforming NIfTI files☆64Updated 4 years ago
- ☆78Updated 4 months ago
- A grid sampler for larger-than-memory N-dimensional images☆26Updated 2 months ago
- Set of models for classifcation of 3D volumes☆186Updated last year
- Materials for the 2021 MONAI Bootcamp☆110Updated 4 years ago
- The fast version of DeLong's method for computing the covariance of unadjusted AUC.☆163Updated 3 months ago
- Predict the status of a genetic biomarker important for brain cancer treatment☆39Updated 3 months ago
- ☆39Updated 2 years ago
- An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization☆183Updated last year
- PyTorch Volume Models for 3D data☆83Updated 4 months ago
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆189Updated 5 months ago
- MONAIViz - 3D Slicer Extension☆24Updated last week
- Material for the 2020 MONAI Bootcamp☆64Updated 4 years ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆48Updated 3 years ago
- ☆93Updated 7 months ago
- This repository contains code that was used to train and evaluate deep learning models, as described in the article "Improving breast can…☆15Updated 3 years ago
- 3D-GMIC: an efficient deep neural network to find small objects in large 3D images☆31Updated 3 years ago
- Official repository for RADTorch - The Medical Imaging Machine Learning Framework☆22Updated last year
- Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.☆89Updated 3 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆78Updated 3 years ago
- Code for deep learning-based glioma/tumor growth models☆27Updated 4 years ago
- ☆52Updated 2 years ago
- This repository was used to develop Mirai, the risk model described in: Towards Robust Mammography-Based Models for Breast Cancer Risk.☆151Updated last year
- Library for 3D augmentations☆259Updated last year
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆43Updated 3 years ago
- Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments☆57Updated 10 months ago
- ☆69Updated last month