MSKCC-Computational-Pathology / MIL-nature-medicine-2019
☆343Updated 3 years ago
Alternatives and similar repositories for MIL-nature-medicine-2019:
Users that are interested in MIL-nature-medicine-2019 are comparing it to the libraries listed below
- Python Whole Slide Image Preprocessing☆276Updated 2 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆130Updated 5 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆171Updated 3 years ago
- HistoQC is an open-source quality control tool for digital pathology slides☆283Updated 2 months ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆160Updated 7 months ago
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆103Updated 5 years ago
- DeepLearning - Camelyon16 dataset☆119Updated 6 years ago
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆207Updated 5 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆295Updated 2 years ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆325Updated 3 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆129Updated 3 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆501Updated 8 months ago
- A Python toolkit for pathology image analysis algorithms.☆411Updated last week
- H&E histopathological staining normalization☆107Updated 5 years ago
- Some stain normalization code☆86Updated 2 years ago
- cGAN-based Multi Organ Nuclei Segmentation☆188Updated 2 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆249Updated last year
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆558Updated last year
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆315Updated 4 years ago
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆79Updated 2 years ago
- Implementation of Camelyon'16 grand challenge☆183Updated 6 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆397Updated 10 months 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☆199Updated 2 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆87Updated 5 years ago
- ☆294Updated 10 months ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 4 years ago
- Full package for applying deep learning to virtual slides.☆68Updated 6 years ago
- Program for the analysis and visualization of whole-slide images in digital pathology☆631Updated last year
- An implementation of Unet for pytorch designed for digital pathology segmentation☆123Updated 2 years ago