将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料
☆115Nov 21, 2022Updated 3 years ago
Alternatives and similar repositories for Deep_learning_in_WSI
Users that are interested in Deep_learning_in_WSI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Oct 25, 2019Updated 6 years ago
- Implementation of Camelyon'16 grand challenge☆183Feb 25, 2019Updated 7 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆15Dec 26, 2023Updated 2 years ago
- 首个临床级别的 AI 系统可用源码☆69Dec 17, 2021Updated 4 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆317Aug 1, 2025Updated 9 months 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.
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆89Nov 8, 2024Updated last year
- Python Whole Slide Image Preprocessing☆301Nov 15, 2022Updated 3 years ago
- A curated list of awesome Multi-instance Learning frameworks for Whole Slide Images (WSIs) classification, segmentation, etc.☆19Aug 5, 2024Updated last year
- Library for Digital Pathology Image Processing☆457May 21, 2026Updated last week
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Jun 4, 2023Updated 2 years ago
- ☆15Jan 25, 2024Updated 2 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆465Apr 29, 2024Updated 2 years ago
- Self-supervised nuclei segmentation (MICCAI 2020)☆44Feb 16, 2021Updated 5 years ago
- ☆349Nov 21, 2021Updated 4 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.
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆25Sep 8, 2023Updated 2 years ago
- ☆14Aug 17, 2020Updated 5 years ago
- Open source tools for computational pathology - Nature BME☆1,678Apr 14, 2025Updated last year
- 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
- ☆25Apr 8, 2022Updated 4 years ago
- Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis☆77Dec 17, 2020Updated 5 years ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆244Feb 7, 2023Updated 3 years ago
- ☆11Jul 21, 2023Updated 2 years ago
- WSI处理工具☆27May 25, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆26Jul 16, 2024Updated last year
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆483May 3, 2024Updated 2 years ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆32Sep 3, 2023Updated 2 years ago
- Zhu, Xinliang, et al. "Wsisa: Making survival prediction from whole slide histopathological images." Proceedings of the IEEE Conference o…☆13Apr 4, 2022Updated 4 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆46Feb 8, 2023Updated 3 years ago
- Tools for tissue image stain normalisation and augmentation in Python 3☆350May 8, 2021Updated 5 years ago
- ☆14Nov 21, 2022Updated 3 years ago
- Whole Slide Images Segmentation using Patch UNet☆17Mar 30, 2020Updated 6 years ago
- Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response, in MICCAI2019.☆42Dec 9, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆34Mar 19, 2021Updated 5 years ago
- ☆12Jun 11, 2023Updated 2 years ago
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆21Oct 3, 2023Updated 2 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆248Mar 11, 2022Updated 4 years ago
- Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma sli…☆515Jun 7, 2024Updated last year
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Jul 10, 2020Updated 5 years ago