☆350Nov 21, 2021Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 首个临床级别的 AI 系统可用源码☆69Dec 17, 2021Updated 4 years ago
- Open source tools for computational pathology - Nature BME☆1,697Apr 14, 2025Updated last year
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆466Apr 29, 2024Updated 2 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆39Jan 22, 2021Updated 5 years ago
- Implementation of Attention-based Deep Multiple Instance Learning in PyTorch☆1,005Jan 8, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Attention-based Deep MIL implementation and application☆156Jan 7, 2022Updated 4 years ago
- Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis☆77Dec 17, 2020Updated 5 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆487May 3, 2024Updated 2 years ago
- Program for the analysis and visualization of whole-slide images in digital pathology☆676Sep 12, 2023Updated 2 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
- A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge☆210Mar 7, 2019Updated 7 years ago
- Python Whole Slide Image Preprocessing☆304Nov 15, 2022Updated 3 years ago
- Histopathology Image Analysis☆94Jul 6, 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.
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆330Aug 22, 2022Updated 3 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆317Aug 1, 2025Updated 10 months 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
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆21Oct 3, 2023Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Oct 12, 2021Updated 4 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆167Jul 25, 2024Updated last year
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Mar 19, 2020Updated 6 years ago
- Library for Digital Pathology Image Processing☆458Jun 10, 2026Updated last week
- Classification of Lung cancer slide images using deep-learning☆533Sep 24, 2024Updated last year
- 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.
- Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)☆621Mar 19, 2024Updated 2 years ago
- ☆362Mar 29, 2025Updated last year
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆115Nov 8, 2025Updated 7 months ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Mar 16, 2021Updated 5 years ago
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Feb 15, 2024Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Jan 9, 2023Updated 3 years ago
- A Python toolkit for pathology image analysis algorithms.☆473Jun 8, 2026Updated last week
- predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer☆102Jul 1, 2019Updated 6 years ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆183Nov 1, 2021Updated 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.
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆32Sep 3, 2023Updated 2 years ago
- ☆46Apr 12, 2023Updated 3 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆131Jun 25, 2019Updated 6 years ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆270Dec 23, 2023Updated 2 years ago
- Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.☆720Oct 27, 2023Updated 2 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆61Mar 5, 2022Updated 4 years ago
- CVPR 2023 Highlight☆100Apr 3, 2024Updated 2 years ago