Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
☆131Jun 25, 2019Updated 7 years ago
Alternatives and similar repositories for nmi-wsi-diagnosis
Users that are interested in nmi-wsi-diagnosis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python scripts for automatic Whole-Slide Image preprocessing.☆36May 18, 2021Updated 5 years ago
- Code and GUI for Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors☆17Jun 15, 2023Updated 3 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆515Jun 7, 2024Updated 2 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆166Jul 25, 2024Updated last year
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆210Mar 7, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Python Whole Slide Image Preprocessing☆303Nov 15, 2022Updated 3 years ago
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆80Jun 21, 2022Updated 4 years ago
- ☆350Nov 21, 2021Updated 4 years ago
- Handling whole-slide images with region-level annotations.☆10Jan 14, 2019Updated 7 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆45Oct 3, 2023Updated 2 years ago
- Digital Pathology Whole Slide Image Analysis Toolbox☆54Apr 2, 2023Updated 3 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆317Aug 1, 2025Updated 10 months ago
- Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss☆25Nov 14, 2019Updated 6 years ago
- PAIP2019: Liver Cancer Segmentation☆34Oct 3, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 首个临床级别的 AI 系统可用源码☆69Dec 17, 2021Updated 4 years ago
- Classification of Lung cancer slide images using deep-learning☆534Sep 24, 2024Updated last year
- Open source tools for computational pathology - Nature BME☆1,701Apr 14, 2025Updated last year
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Mar 19, 2020Updated 6 years ago
- HistoQC is an open-source quality control tool for digital pathology slides☆327Apr 13, 2026Updated 2 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Aug 5, 2021Updated 4 years ago
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆328Aug 22, 2022Updated 3 years ago
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆102Jul 1, 2019Updated 6 years ago
- Torch implementation for MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network☆34Dec 25, 2017Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆170May 14, 2024Updated 2 years ago
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28May 15, 2019Updated 7 years ago
- A set of codes to classify H&E slides using deep learning☆29Mar 9, 2022Updated 4 years ago
- ☆23Jun 7, 2020Updated 6 years ago
- ☆11Jun 9, 2019Updated 7 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆466Apr 29, 2024Updated 2 years ago
- An implementation of Unet for pytorch designed for digital pathology segmentation☆127Aug 23, 2022Updated 3 years ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆220Oct 23, 2019Updated 6 years ago
- cGAN-based Multi Organ Nuclei Segmentation☆198Jun 10, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Data and code to accompany our Nature publication☆49May 3, 2022Updated 4 years ago
- ☆57Jan 18, 2022Updated 4 years ago
- ☆72Jun 15, 2021Updated 5 years ago
- A Python toolkit for pathology image analysis algorithms.☆474Jun 22, 2026Updated last week
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆622Mar 19, 2024Updated 2 years ago
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆25Sep 8, 2023Updated 2 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Nov 3, 2022Updated 3 years ago