Awesome List of Digital and Computational Pathology Resources
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Updated
Nov 11, 2024
Awesome List of Digital and Computational Pathology Resources
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
The official repo of PuzzleTuning: Explicitly Bridge Pathological and Natural Image with Puzzles (arXiv: 2311.06712)
🚀 H2G-Net: Segmentation of breast cancer region from whole slide images
Machine learning tool for analysis of lung adenocarcinoma tumors
Tile Serving on the web without a server
Web-based Digital Pathology Viewer
Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for deep learning purposes.
cuCIM - RAPIDS GPU-accelerated image processing library
Modularized and scalable whole slide image analysis
Tools for computational pathology
A collection of groovy scripts for digital pathology
QuPath - Open-source bioimage analysis for research
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
Python library for reading tiles from wsi tiff-files.
Interoperable web-based slide microscopy viewer and annotation tool
PathoPatcher is a Python project designed for accelerating Whole Slide Image Preprocessing, employing AI-based preprocessing techniques with features like annotation handling, color normalization, and configurable parameters
Library for Digital Pathology Image Processing
Efficient data structures and IO for whole slide images analysis
Digital pathology image viewer with support for human/machine generated annotations and markups.
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