cmpark0126 / CamelyonTask
☆12Updated 7 years ago
Alternatives and similar repositories for CamelyonTask:
Users that are interested in CamelyonTask are comparing it to the libraries listed below
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆82Updated 7 years ago
- Tumor classification. TF Slim implementation of Camelyon 16 challenge (WIP)☆22Updated 4 years ago
- ☆25Updated 7 years ago
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 7 years ago
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28Updated 5 years ago
- Staining unmixing and normalization for histopathology images.☆47Updated 6 years ago
- Simple Tensorflow implementation of "Curriculum Adaptive Sampling for Extreme Data Imbalance" with multi GPU using LUNA16 (MICCAI 2017) /…☆61Updated 7 years ago
- Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images☆79Updated 3 years ago
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆78Updated 2 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆44Updated last year
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 5 years ago
- This is the source code for training and testing our three class CNN algorithm for generalized nuclei segmentation (IEEE TMI paper) using…☆53Updated 5 years ago
- PAIP2019: Liver Cancer Segmentation☆33Updated last year
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆88Updated 5 years ago
- This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in H…☆53Updated 5 years ago
- Python scripts for automatic Whole-Slide Image preprocessing.☆36Updated 3 years ago
- Segmenting WSIs using Deep Convolutional Neural Networks☆19Updated 6 years ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆209Updated 5 years ago
- Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".☆24Updated 5 years ago
- Survival Convolutional Neural Networks☆69Updated 2 years ago
- Segmentation of prostate from MRI scans☆45Updated 3 years ago
- Feature Aware Normalization - Code for "Context-based Normalization of Histological Stains using Deep Convolutional Features"☆15Updated 6 years ago
- MICCAI18 DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection☆15Updated 6 years ago
- Full package for applying deep learning to virtual slides.☆68Updated 6 years ago
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆30Updated 5 years ago
- code of DenseVoxNet and 3D-DSN☆88Updated 7 years ago
- Our solution for ICIAR 2018 Grand Challenge☆193Updated 4 years ago
- ☆26Updated 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
- Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss☆25Updated 5 years ago