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Hands-On Simulation Modeling with Python, published by Packt
For students of Harvard CSCI E-96 Data Mining for Business
Health Care SQL; mostly OMOP-related
Data warehouse for health insurance
This case study is contained within the Serious SQL course by Danny Ma.
Healthcare analytics
The aim of this project is to build Machine Learning models to predict health conditions of patients based on Electronic Health Records
The data was obtained from the center for machine learning and intelligent systems at university of California.These records contain information about various laboratory tests and procedures, diagnosis, and medications that were administered in the duration of the hospital stay. It contains clinical records from over 100,000 individual encounters corresponding to approximately 60,000 distinct patients. The data was collected over a period of 10 years, from 1999 to 2008. The first problem statement is evaluating efficiency of Insulin based treatment for patients. Recommend if solo insulin treatments work well or not. The second one is to recommend solo insulin or a combination of other drugs to new patients given their medical history.
:stars: Hephaestus - ETL and ML tools for OHDSI - OMOP CDM
With Holoviews, your data visualizes itself.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
My personal homepage & blog
:lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
Covert DOM node to Figma node
a Chart.js component for Hugo. :chart_with_upwards_trend:
Make websites with hugo and RMarkdown
True difference or noise? 📊
Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
Map codes from ICD-9 to ICD-10
Dead simple, incredibly fast ICD-10 diagnosis code searching.
ICD-10 CM medical classification list by the World Health Organization
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.