fepegar / miccai-educational-challenge-2019Links
Tutorial about combining PyTorch and NiftyNet for deep learning and medical image computing
☆14Updated 5 years ago
Alternatives and similar repositories for miccai-educational-challenge-2019
Users that are interested in miccai-educational-challenge-2019 are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of HighRes3DNet☆54Updated last year
- Algorithm to simulate resection surgery on brain MRI scans. Published in MICCAI 2020, extended in IJCARS.☆14Updated last year
- pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis☆60Updated 7 months ago
- MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)☆44Updated 5 years ago
- Medical images I/O python package☆34Updated last week
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- Grand Challenge on MR Brain Segmentation at MICCAI 2018 - MISPL☆23Updated 6 years ago
- Stroke growth prediction☆10Updated 2 years ago
- Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets☆13Updated 3 months ago
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆73Updated 4 years ago
- Volumetric MRI brain tumor segmentation using autoencoder regularization☆48Updated 2 years ago
- Medical Image Analysis Lab (MIALab), University of Bern☆28Updated last year
- deep neural network-based image translation/synthesis☆27Updated 3 years ago
- ☆12Updated 6 years ago
- VNet for 3d volume segmentation☆44Updated 4 years ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 4 years ago
- This repository contains the pytorch implementation of our LiviaNET architecture☆16Updated 5 years ago
- Feature extraction for overall survival prediction in BraTS 2019 challenge☆11Updated 4 years ago
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆22Updated last year
- D-Unet in PyTorch☆24Updated 5 years ago
- Web-based app for labeling DICOM files in Python.☆21Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- A solution to MICCAI 2020 M&Ms☆25Updated 5 years ago
- code for "Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation (MICCAI 2020)☆23Updated 2 years ago
- Code for NeuroImage: Clinical paper "Automatic post-stroke lesion segmentation on MR images using 3D residual convolutional neural networ…☆33Updated 5 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 6 years ago
- Code for MICCAI2020 paper "An Elastic Interaction-Based Loss Function for Medical Image Segmentation"☆38Updated 2 years ago
- Code relevant for training, evaluating, assessing, and deploying CNNs for image classification and segmentation of Digital Mammography im…☆9Updated 2 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆23Updated 6 years ago
- pytorch implementation of paper https://www.frontiersin.org/articles/10.3389/fcomp.2020.00035/full☆63Updated 2 years ago