ncoudray / DeepPATHLinks
Classification of Lung cancer slide images using deep-learning
☆525Updated last year
Alternatives and similar repositories for DeepPATH
Users that are interested in DeepPATH are comparing it to the libraries listed below
Sorting:
- ☆345Updated 4 years ago
- Python Whole Slide Image Preprocessing☆296Updated 3 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆510Updated last year
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆209Updated 6 years ago
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆103Updated 6 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆163Updated last year
- A Python toolkit for pathology image analysis algorithms.☆457Updated this week
- nucleus/cell and histopathology image classification,detection,segmentation☆263Updated 4 years ago
- HistoQC is an open-source quality control tool for digital pathology slides☆310Updated last week
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆327Updated 3 years ago
- Implementation of Camelyon'16 grand challenge☆183Updated 6 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆177Updated 4 years ago
- Program for the analysis and visualization of whole-slide images in digital pathology☆658Updated 2 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆131Updated 6 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆318Updated 3 months ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆345Updated 4 years ago
- Full package for applying deep learning to virtual slides.☆71Updated 7 years ago
- Scripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area☆51Updated 4 years ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆217Updated 6 years ago
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆660Updated 2 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆126Updated 3 years ago
- Detect location and draw boundary of nuclei from microscopic images☆76Updated 4 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆45Updated 2 years ago
- DeepLearning - Camelyon16 dataset☆127Updated 7 years ago
- The PatchCamelyon (PCam) deep learning classification benchmark.☆510Updated last year
- cGAN-based Multi Organ Nuclei Segmentation☆194Updated 3 years ago
- Deep Learning to Improve Breast Cancer Detection on Screening Mammography☆386Updated 3 years ago
- Python bindings to OpenSlide☆409Updated this week
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Updated 4 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 5 years ago