ncoudray / DeepPATH
Classification of Lung cancer slide images using deep-learning
☆502Updated 6 months ago
Alternatives and similar repositories for DeepPATH:
Users that are interested in DeepPATH are comparing it to the libraries listed below
- Python Whole Slide Image Preprocessing☆283Updated 2 years ago
- ☆344Updated 3 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆503Updated 9 months ago
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆103Updated 5 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆161Updated 8 months ago
- nucleus/cell and histopathology image classification,detection,segmentation☆253Updated 4 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆131Updated 5 years ago
- Implementation of Camelyon'16 grand challenge☆183Updated 6 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆172Updated 3 years ago
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆207Updated 6 years ago
- HistoQC is an open-source quality control tool for digital pathology slides☆284Updated 3 months ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆327Updated 3 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆314Updated 4 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆299Updated 2 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
- Program for the analysis and visualization of whole-slide images in digital pathology☆634Updated last year
- A Python toolkit for pathology image analysis algorithms.☆411Updated last week
- DeepLearning - Camelyon16 dataset☆119Updated 6 years ago
- Full package for applying deep learning to virtual slides.☆68Updated 6 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆131Updated 3 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆123Updated 2 years ago
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆82Updated 7 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
- H&E histopathological staining normalization☆107Updated 5 years ago
- Our solution for ICIAR 2018 Grand Challenge☆193Updated 4 years ago
- A pipeline to segment tissue from the background in histological images☆68Updated last year
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆202Updated 2 years ago
- cGAN-based Multi Organ Nuclei Segmentation☆190Updated 2 years ago
- Syntax - the arrangement of whole-slide-images and their image tiles to create well-formed computational pathology pipelines.☆55Updated 2 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆251Updated last year