sdw95927 / pathology-images-analysis-using-CNNLinks
Scripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area
☆50Updated 4 years ago
Alternatives and similar repositories for pathology-images-analysis-using-CNN
Users that are interested in pathology-images-analysis-using-CNN are comparing it to the libraries listed below
Sorting:
- Full package for applying deep learning to virtual slides.☆68Updated 6 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆161Updated last year
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆78Updated 3 years ago
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆103Updated 6 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆174Updated 3 years ago
- Syntax - the arrangement of whole-slide-images and their image tiles to create well-formed computational pathology pipelines.☆55Updated 2 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆44Updated last year
- A pipeline to segment tissue from the background in histological images☆70Updated 2 years ago
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆209Updated 6 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 5 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆68Updated 2 years ago
- Python scripts for automatic Whole-Slide Image preprocessing.☆36Updated 4 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆124Updated 2 years ago
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆72Updated 6 months ago
- 🔬 Code-free deep segmentation for computational pathology☆54Updated last year
- Re-stained whole slide image alignment☆34Updated last year
- Delete the label from a whole-slide image☆65Updated 4 years ago
- Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images☆82Updated 3 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆104Updated 8 months ago
- HistoQC is an open-source quality control tool for digital pathology slides☆299Updated last week
- Python Whole Slide Image Preprocessing☆292Updated 2 years ago
- Coincides with blogpost for using geojson and shapely☆33Updated 4 years ago
- Histopathology Image Analysis☆92Updated 2 years ago
- ⚡ Open-source software for deep learning-based digital pathology☆133Updated last year
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆93Updated 5 years ago
- An open-source digital pathology based rapid image annotation tool☆81Updated last week
- The official deployment of the Digital Slide Archive and HistomicsTK.☆125Updated this week
- Image filters for digital pathology: detect pen marks, background, and artifacts. Use them for preprocessing towards deep learning☆28Updated 4 years ago
- H&E histopathological staining normalization☆109Updated 5 years ago