vqdang / hover_net
Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.
☆593Updated last year
Alternatives and similar repositories for hover_net:
Users that are interested in hover_net are comparing it to the libraries listed below
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆419Updated last year
- HistoQC is an open-source quality control tool for digital pathology slides☆291Updated 4 months ago
- Python Whole Slide Image Preprocessing☆288Updated 2 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆399Updated last year
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆289Updated last month
- Tools for tissue image stain normalisation and augmentation in Python 3☆331Updated 4 years ago
- Open source tools for computational pathology - Nature BME☆1,310Updated 3 weeks ago
- ☆344Updated 3 years ago
- Pathology Foundation Model - Nature Medicine☆460Updated last month
- Computational Pathology Toolbox developed by TIA Centre, University of Warwick.☆425Updated this week
- DeepLearning - Camelyon16 dataset☆120Updated 6 years ago
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆558Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆135Updated 3 years ago
- ☆310Updated last month
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆308Updated 2 years ago
- Vision-Language Pathology Foundation Model - Nature Medicine☆356Updated last month
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆254Updated last year
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆172Updated 3 years ago
- A Python toolkit for pathology image analysis algorithms.☆418Updated last week
- cGAN-based Multi Organ Nuclei Segmentation☆190Updated 2 years ago
- Toolkit for large-scale whole-slide image processing.☆208Updated this week
- Stain normalization tools for histological analysis and computational pathology☆140Updated 3 months ago
- Ressources of histopathology datasets☆384Updated 2 months ago
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆154Updated 3 years ago
- 将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料☆113Updated 2 years ago
- ☆156Updated last year
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆504Updated 11 months ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆315Updated 4 years ago
- Pretrained model for self supervised histopathology☆112Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated 11 months ago