baidu-research / NCRF
Cancer metastasis detection with neural conditional random field (NCRF)
☆756Updated last year
Related projects ⓘ
Alternatives and complementary repositories for NCRF
- Implementation of Camelyon'16 grand challenge☆182Updated 5 years ago
- [unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy☆1,367Updated 4 years ago
- ☆342Updated 2 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆489Updated 5 months ago
- ☆384Updated 7 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆307Updated 3 years ago
- Code for 2nd place solution to the 2017 National Data Science Bowl☆346Updated 6 years ago
- A medical imaging framework for Pytorch☆848Updated 6 months ago
- Classification of Lung cancer slide images using deep-learning☆492Updated last month
- Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"☆392Updated 4 years ago
- nucleus/cell and histopathology image classification,detection,segmentation☆253Updated 3 years ago
- Imaging Biomarkers and Computer-Aided Diagnosis Laboratory☆443Updated 2 months ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆204Updated 5 years ago
- The solution of team 'grt123' in DSB2017☆1,234Updated last year
- Kaggle datascience bowl 2017☆623Updated 7 months ago
- The PatchCamelyon (PCam) deep learning classification benchmark.☆476Updated 9 months ago
- Program for the analysis and visualization of whole-slide images in digital pathology☆617Updated last year
- The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net…☆1,305Updated 4 months ago
- A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation☆693Updated 6 years ago
- ☆419Updated 7 years ago
- Python Whole Slide Image Preprocessing☆272Updated last year
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆206Updated 5 years ago
- LUNA16 Lung Nodule Analysis - NWI-IMC037 Final Project☆185Updated 7 years ago
- Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans☆1,028Updated 3 months ago
- RadIO is a library for data science research of computed tomography imaging☆221Updated 2 years ago
- Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks an…☆304Updated 6 years ago
- cGAN-based Multi Organ Nuclei Segmentation☆185Updated 2 years ago
- Our solution for ICIAR 2018 Grand Challenge☆192Updated 3 years ago
- A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation☆364Updated 6 years ago
- WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"☆315Updated last year