mundher / local-global
Official implementation of Lung Nodule Classification using Deep Local-Global Networks using PyTorch
☆23Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for local-global
- Network Architecture for the ISBI_2018 paper : DIAGNOSTIC CLASSIFICATION OF LUNG NODULES USING 3D NEURAL NETWORKS☆25Updated 6 years ago
- Implementation of "Multi-scale Gradual Itegration Convolutional Neural Network for False Positive Reduction in Pulmonary Nodule Detection…☆34Updated 4 years ago
- Supporting code for the paper "Highly accurate model for prediction of lung nodule malignancy with CT scans".☆36Updated 6 years ago
- ☆26Updated 6 years ago
- PAIP2019: Liver Cancer Segmentation☆33Updated last year
- Scripts for the preprocessing of LIDC-IDRI data☆75Updated 4 years ago
- Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》☆12Updated 5 years ago
- Multimodal Brain Tumor Segmentation Challenge 2018☆51Updated 4 years ago
- 3D NAS for Pulmonary Nodules Classification, PR 2021☆50Updated 3 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
- X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Seperable Convolution and Long Range Dependencies (MICCAI 2019)☆52Updated 3 years ago
- Source code for BOWDANet☆42Updated 3 years ago
- Automated Extraction and Classification of Pulmonary Lung Nodules from CT Scans☆138Updated 6 years ago
- Implementation code for "Lung Nodule Detection and Classification from Thorax CT-Scan Using RetinaNet with Transfer Learning" (2020)☆28Updated 3 months ago
- Variant VNet family☆82Updated 3 years ago
- Tianchi medical AI competition [Season 1]: Lung nodules Caffe deep learning networks. Caffe训练基于卷积神经网络的肺结节分类器☆13Updated 6 years ago
- OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Developmen…☆24Updated 4 years ago
- Liver Lesion Segmentation with 2D Unets☆94Updated 5 years ago
- WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"☆153Updated 5 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆44Updated 4 years ago
- 3d unet + vae, repoduce brats2018 winner solution☆113Updated 5 years ago
- Lesion attributes segmentation for melanoma detection with multi-task U-Net☆45Updated 4 years ago
- Comparison and fusion of deep learning and radiomics features of ground-glass nodules to predict the invasiveness risk of stage-I lung ad…☆17Updated 5 years ago
- DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder ConvNets for Pulmonary Nodule Detection☆109Updated last year
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 3 years ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆47Updated 3 years ago
- Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge…☆52Updated 5 years ago
- Code for training a 3DUnet for Brain tumour segmentation from Brats 2019 dataset; for feature extraction from the segmented volumes and f…☆22Updated 4 years ago
- BraTS18☆34Updated 2 years ago
- MSc. Thesis - 3D Convolutional Neural Network for Liver Tumor Segmentation☆29Updated 5 years ago