alegonz / kdsb17
Gaussian Mixture Convolutional AutoEncoder applied to CT lung scans from the Kaggle Data Science Bowl 2017
☆19Updated 7 years ago
Alternatives and similar repositories for kdsb17:
Users that are interested in kdsb17 are comparing it to the libraries listed below
- Boost lung Cancer Detection using Generative model and Semi-Supervised Learning☆11Updated 6 years ago
- UNet deep learning model for medical image segmentation☆48Updated last year
- Implementation of the nic_vicorob team for addressing the MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg2017☆36Updated 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 7 years ago
- ☆24Updated 7 years ago
- Fetal Region Localisation using PyTorch and Soft Proposal Networks (paper: https://arxiv.org/abs/1808.00793)☆26Updated 3 years ago
- Tumor Segmentation of the BRATS2015 dataset☆15Updated 8 years ago
- Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA). Master's thesis☆76Updated 8 years ago
- ☆16Updated 5 years ago
- Segmentation of prostate from MRI scans☆45Updated 3 years ago
- Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images☆24Updated 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…☆57Updated 7 years ago
- A production quality data pipeline for DICOM images segmentation.☆12Updated 7 years ago
- Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation☆69Updated last year
- Sub-cortical brain tissue segmentation using CNN☆14Updated 7 years ago
- Multi Atlas Segmentation of brain anatomy using ANTs☆31Updated 8 years ago
- ☆37Updated 6 years ago
- NFBIA Summer School 2015 Deep Learning in Medical Image Analysis☆10Updated 9 years ago
- ☆35Updated 7 years ago
- ☆12Updated 6 years ago
- A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)☆35Updated 7 years ago
- Segment Deep Gray Matter on QSM images using 3D CNN☆18Updated 6 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆32Updated 6 years ago
- MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)☆44Updated 5 years ago
- [unmaintained] This repository hosts NiftyNet networks pre-trained for specific tasks☆50Updated 4 years ago
- some materials about deep learning on medical image like x-rays, MRI, CT☆32Updated 7 years ago
- PyTorch implementation of Deep Survival Models.☆18Updated 7 years ago
- This is supplementary material for the manuscript: "Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Ne…☆30Updated 7 years ago
- Axon/Myelin segmentation using Deep Learning☆120Updated 2 weeks ago
- Deeply Learnt Models :p☆14Updated 8 years ago