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Name: Computational and Integrative Pathology
Type: Organization
Bio: Organization for the Computational and Integrative Pathology Group at Northwestern University
Location: Chicago, IL, USA
Blog: pathdata.io
Name: Computational and Integrative Pathology
Type: Organization
Bio: Organization for the Computational and Integrative Pathology Group at Northwestern University
Location: Chicago, IL, USA
Blog: pathdata.io
Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourcing enables convolutional segmentation of histology images. Bioinformatics. 2019. doi: 10.1093/bioinformatics/btz083
A simplified wrapper for hyperparameter search with Ray Tune.
Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis
Library for Digital Pathology Image Processing
An interactive machine learning framework for large histopathology images.
A tool for training machine-learning models with whole-slide imaging datasets
A Python library for pathology image analysis algorithms.
A pipeline for extracting nuclear morphometry features from whole-slide images.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Matlab functions to support analysis of digital pathology images.
Miscellaneous tools for data management and classical survival analysis.
Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs model and PanopTILs dataset. medRxiv 2022.01.08.22268814.
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation
Calculation of the Ripley K (spatial statistics) value in python
Survival Convolutional Neural Networks
Deep learning survival models
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.