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Extracting Cellular Diversity Features in Local Cell Cluster Graph from Histology Images
Routine tools for classification and feature selection using Matlab
A implementation of the Cox Proportional Hazard Model for building a regression model for time-to-event
Code to extract digital pathology features
Code and GUI for Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors
Automatic Nuclei Detection based on Generalized Laplacian of Gaussian Filters
Predicting Magnification of Digital Histological Images using Deep Learning
Haralick feature nuclei-wise computation, instead of pixels wise within the nuclear surface. way more faster.The idea is 1) gather all pixels inside a nuclei surface 2) construct a Co-occurrence matrix based on all pixels within a nuclear surface 3) calculate the haralick features for each nucleus 4) do statistics
Survival analysis in MATLAB
Multi-Pass Adaptive Voting for Nuclei Detection in Histopathological Images
examples for the course
H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
A simple implementation of the radial line scanning method for melanocyte segmentation on skin histology image
show case Hybrid Morphological Reconstructions to smooth nuclear surface
histomorphometrics that quantify the interaction of TILs and Tumor Cell
Miscellaneous tools that may be helpful
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.