stergioc / ild-cnn
This is supplementary material for the manuscript: "Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network" M. Anthimopoulos, S. Christodoulidis, L. Ebner, A. Christe and S. Mougiakakou, IEEE Transactions on Medical Imaging (2016)
☆24Updated 9 years ago
Alternatives and similar repositories for ild-cnn
Users that are interested in ild-cnn are comparing it to the libraries listed below
Sorting:
- Supporting code for the paper "Highly accurate model for prediction of lung nodule malignancy with CT scans".☆36Updated 6 years ago
- 3d convnet for the classification of nodules/tumor in lung CT scans. Trained on Luna16 for Kaggle's 2017 data science bowl competition (r…☆74Updated 7 years ago
- UNet deep learning model for medical image segmentation☆48Updated last year
- ☆37Updated 6 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
- Here I post a code for doing segmentation in medical images using tensorflow☆20Updated 8 years ago
- Multi Atlas Segmentation of brain anatomy using ANTs☆31Updated 8 years ago
- Neural networks to segment some type of biomedical images☆21Updated 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
- Implementation of the nic_vicorob team for addressing the MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg2017☆36Updated 7 years ago
- MICCAI18 DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection☆15Updated 6 years ago
- code of DenseVoxNet and 3D-DSN☆88Updated 7 years ago
- Segmentation of prostate from MRI scans☆45Updated 3 years ago
- Repository of paper "Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks"☆51Updated 8 years ago
- Using GANs to augment medical imaging data to improve classification accuracy☆12Updated 7 years ago
- Using machine learning and image processing to classify lung cancer in CT scans☆36Updated 4 years ago
- A basic framework for pulmonary nodule detection and characterization in CT☆34Updated 2 years ago
- Joint Sequence Learning for Brain Tumor Segmentation☆12Updated 7 years ago
- NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures☆39Updated 7 years ago
- This code implements a red lesion detection method based on a combination of hand-crafted features and CNN based descriptors. Our paper i…☆48Updated 5 years ago
- The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convo…☆53Updated 6 years ago
- MS lesion segmentation using cascaded 3D convolutional neural networks☆42Updated 6 years ago
- Prostate MR Image Segmentation 2012☆60Updated 5 years ago
- Using DCGAN for segmenting brain tumors from brain image scans☆59Updated 6 years ago
- Segment 3D MRIs of the brain into anatomical regions☆37Updated 10 years ago
- This code corresponds to our MICCAI 2018 paper on retinal hemodynamics simulation. If you use this code, please cite: Orlando, JI, Barbo…☆20Updated 3 years ago
- Brain tumor classification on structural MR images of BraTS dataset based on 3D Multi-Scale Convolutional Neural Network, which is a part…☆24Updated 6 years ago
- Code for reproducing the results of our paper on CNN-based medical image segmentation☆87Updated 7 years ago
- A Deep Learning method to segment punctate white matter lesions (PWMLs); Brain tumor segmentation;☆32Updated 5 years ago
- ☆102Updated 6 years ago