renato145 / fastai_scansLinks
Fastai extension to work with 3d medical images
☆41Updated 5 years ago
Alternatives and similar repositories for fastai_scans
Users that are interested in fastai_scans are comparing it to the libraries listed below
Sorting:
- pytorch dataset class for reading and transforming NIfTI files☆63Updated 3 years ago
- Skull stripping and brain tissue segmentation☆122Updated 6 years ago
- PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using…☆103Updated 4 years ago
- Material for the 2020 MONAI Bootcamp☆65Updated 4 years ago
- Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation☆69Updated last year
- Medical images I/O python package☆34Updated 2 years ago
- Dataset of head and neck CT scans and segmentations in NRRD format.☆94Updated 4 years ago
- UNet deep learning model for medical image segmentation☆48Updated last year
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆51Updated 3 months ago
- ☆75Updated last year
- [unmaintained] This repository hosts NiftyNet networks pre-trained for specific tasks☆50Updated 4 years ago
- A deep learning python package for neuroimaging data. Made by:☆127Updated 4 years ago
- An object relational mapping for the LIDC dataset using sqlalchemy.☆105Updated 10 months ago
- This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MI…☆51Updated 2 years ago
- Automated deep-learning based brain tumor segmentation on MRI☆31Updated 2 years ago
- DLTK Model Zoo☆114Updated 6 years ago
- MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)☆44Updated 5 years ago
- Deep CNN for Abdominal Adipose Tissue Segmentation on Dixon MRI☆23Updated 3 years ago
- Deep learning based skull stripping and FLAIR abnormality segmentation in brain MRI using U-Net☆132Updated 5 years ago
- Extension to fastai for volumetric medical data☆33Updated 2 years ago
- ☆69Updated last year
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 4 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆191Updated last year
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆127Updated 2 years ago
- Data, notebooks, and articles associated with the RSNA AI Deep Learning Lab at RSNA 2021☆81Updated 3 years ago
- This is a tool to quickly preview nifti images on the terminal☆61Updated 4 months ago
- Instructions on how to dockerize your algorithm and additional info, as applied in the BraTS challenge☆24Updated 4 years ago
- Multi-class U-Net for head CT segmentation☆33Updated 3 years ago
- Segment Deep Gray Matter on QSM images using 3D CNN☆18Updated 6 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆144Updated 10 months ago