s-mostafa-a / Luna16Links
Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".
☆82Updated 3 years ago
Alternatives and similar repositories for Luna16
Users that are interested in Luna16 are comparing it to the libraries listed below
Sorting:
- [MICCAI' 19] NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation☆206Updated 4 years ago
- DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder ConvNets for Pulmonary Nodule Detection☆115Updated 2 years ago
- LUNA16-Lung-Nodule-Analysis-2016-Challenge☆277Updated last year
- Lung nodule detection- LUNA 16☆26Updated 5 years ago
- Scripts for the preprocessing of LIDC-IDRI data☆81Updated 5 years ago
- WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"☆158Updated 5 years ago
- LUNA(LUng Nodule Analysis) 2016 Segmentation Pipeline☆56Updated 2 years ago
- This is the preprocessing step of the LIDC-IDRI dataset☆184Updated last year
- Automated Extraction and Classification of Pulmonary Lung Nodules from CT Scans☆155Updated 6 years ago
- Train Unet-segmentation on LUNA16 dataset☆17Updated 5 years ago
- Implementation of "Multi-scale Gradual Itegration Convolutional Neural Network for False Positive Reduction in Pulmonary Nodule Detection…☆36Updated 5 years ago
- Liver Lesion Segmentation with 2D Unets☆98Updated 5 years ago
- DeepLung PyTorch1.0 Python3.7 with multi GPUs☆26Updated 5 years ago
- Lung Segmentation UNet model on 3D CT scans☆51Updated 5 years ago
- A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans☆144Updated 3 years ago
- Implementation code for "Lung Nodule Detection and Classification from Thorax CT-Scan Using RetinaNet with Transfer Learning" (2020)☆33Updated this week
- Deep learning-based segmentation and classification of lung nodules☆37Updated 3 years ago
- LiTS - Liver Tumor Segmentation Challenge☆248Updated 3 years ago
- We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D U…☆110Updated 4 years ago
- [BrainLes2019] Multi-step cascaded network for brain tumor segmentations (tensorflow)☆96Updated 2 years ago
- 3D NAS for Pulmonary Nodules Classification, PR 2021☆53Updated 4 years ago
- Prostate MR Image Segmentation 2012☆134Updated 4 years ago
- Using U-net, 3D CNN and cGAN to accomplish Pulmonary Nodule Detection. Also it's my undergraduate research program.☆41Updated 2 years ago
- 【医学影像分析】3D-CT影像的肺结节检测（LUNA16数据集）☆179Updated 6 years ago
- Pytorch implementation of the paper Iterative fully convolutional neural networks for automatic vertebra segmentation accepted in MIDL201…☆63Updated last year
- use pytorch to implement 3d unet for lits dataset to segmentation☆61Updated 5 years ago
- This is the segmentation process of the LIDC-IDRI dataset. Checkout my preprocessing repository to use this repository☆73Updated 2 years ago
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆63Updated 3 years ago
- 3d unet + vae, repoduce brats2018 winner solution☆114Updated 5 years ago
- KiTS19——2019 Kidney Tumor Segmentation Challenge☆121Updated 5 years ago