josedolz / LiviaNET
This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
☆161Updated 4 years ago
Related projects: ⓘ
- Patch-based 3D U-Net for brain tumor segmentation☆94Updated 2 years ago
- Fully-connected (dense) 3D CRF for processing biomedical scans☆137Updated 6 years ago
- Implementation of VoxResNet for 3D brain segmentation☆66Updated 6 years ago
- A Tensorflow implementation of SegNet for cardiac MRI segmentation☆74Updated 6 years ago
- ☆52Updated 5 years ago
- Implementation of the nic_vicorob team for addressing the MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg2017☆36Updated 6 years ago
- Convolutional Neural Networks for Cardiac Segmentation☆107Updated 7 years ago
- 3D convolutional neural network for MRI brain extraction☆118Updated 3 years ago
- code of DenseVoxNet and 3D-DSN☆87Updated 7 years ago
- Tensorflow implementation of the V-Net architecture for medical imaging segmentation.☆93Updated 6 years ago
- Chainer implementations of 3D UNet☆182Updated 4 years ago
- 3D Unet Equipped with Advanced Deep Learning Methods☆61Updated 4 years ago
- MS lesion segmentation using cascaded 3D convolutional neural networks☆42Updated 6 years ago
- UNet deep learning model for medical image segmentation☆47Updated 11 months ago
- ☆284Updated 7 years ago
- Repository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation…☆55Updated 6 years ago
- ☆102Updated 5 years ago
- A python wrapper for Krähenbühls dense CRF for medical image volumes.☆89Updated 6 years ago
- Code for reproducing the results of our paper on CNN-based medical image segmentation☆87Updated 7 years ago
- This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…☆148Updated 4 years ago
- Datasets, Transforms and Utilities specific to Biomedical Imaging☆108Updated 6 years ago
- 3D Unet biomedical segmentation model powered by tensorpack with fast io speed☆202Updated 5 years ago
- The implementation of 3D_DenseSeg for infant brain MRI segmentation☆47Updated 5 years ago
- Segment 3D MRIs of the brain into anatomical regions☆35Updated 9 years ago
- A SlidingWindow-Free Accurate and Fast 3D Medical Image Segmentation Framework☆119Updated 5 years ago
- ☆69Updated this week
- This is a repository containing code to Paper "Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine Segmentation" publish…☆213Updated 4 years ago
- Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)☆87Updated 6 years ago
- Lung fields segmentation on tomography images using convolutional neural networks.☆97Updated 7 years ago
- This repository aims at containing all the code employed at LIVIA to segment medical images. Mainly, our research focuses on bringind the…☆54Updated 6 years ago