scottykwok / bach2018Links
PYCON 2018 and BACH 2018 breast cancer histology challenge
☆14Updated 6 years ago
Alternatives and similar repositories for bach2018
Users that are interested in bach2018 are comparing it to the libraries listed below
Sorting:
- Our solution for ICIAR 2018 Grand Challenge☆193Updated 4 years ago
- This is supplementary material for the manuscript: "Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Ne…☆32Updated 7 years ago
- Segmenting WSIs using Deep Convolutional Neural Networks☆19Updated 7 years ago
- UNet deep learning model for medical image segmentation☆49Updated 2 years ago
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆80Updated 3 years ago
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28Updated 6 years ago
- Neural networks to segment some type of biomedical images☆21Updated 8 years ago
- ☆77Updated 10 months ago
- MIDL 2018 / MEDIA 2019: one binary extremely large and inflecting sparse kernel (pytorch)☆44Updated 6 years ago
- To train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory avail…☆101Updated 2 years ago
- Segmentation of prostate from MRI scans☆44Updated 4 years ago
- A Deep Learning talk+tutorial for medical image processing☆77Updated 8 years ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970☆50Updated 3 years ago
- Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".☆24Updated 6 years ago
- Extended Retinopathy Detection Challenge with the Regression Activation Map for visual explaination☆89Updated 8 years ago
- ☆28Updated 8 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆32Updated 6 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆126Updated 3 years ago
- ☆37Updated 7 years ago
- Fully automated breast segmentation on Mammographies.☆21Updated 8 years ago
- Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.☆67Updated 5 years ago
- Datasets, Transforms and Utilities specific to Biomedical Imaging☆110Updated 7 years ago
- Evaluation code for CAMELYON16 challenge.☆27Updated 8 years ago
- This repository contains a publicly available version of CFCM: segmentation via Coarse to Fine Context Memory, a paper accepted at MICCAI…☆33Updated 6 years ago
- ☆15Updated 8 years ago
- Demos for Cell Proposal Networks presented in ICIP 16 and DLMIA 16 (MICCAI-W)☆17Updated 8 years ago
- Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow☆220Updated 4 years ago
- Tumor classification. TF Slim implementation of Camelyon 16 challenge (WIP)☆22Updated 4 years ago
- ☆102Updated 6 years ago
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆85Updated 7 years ago