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An R package to explore and quality check data
An index of algorithms for learning causality with data
Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
My code for analysis of >250 million electronic health records. Two paper outputs: 1. O'Sullivan JW et al Temporal trends in use of tests in UK primary care, 2000-15: retrospective analysis of 250 million tests. BMJ 2018; 363 doi: https://doi.org/10.1136/bmj.k4666 https://www.bmj.com/content/363/bmj.k4666.full and 2. O'Sullivan JW. Practice variation in the use of tests in UK primary care: a retrospective analysis of 16 million tests performed over 3.3 million patient years in 2015/16. BMC Medicine (Forthcoming)
Causal Inference using Deep Bayesian Dynamic Survival Models
Code used to setup the CPRD data prior to the analyses conducted in the DementiaDrugsCPRD and repurposing-antihypertensives-dementia repositories.
Essential tools and utility functions to facilitate the data processing pipeline, data cleaning and data analysing of clinical data from CC-HIC
Common mental disorders and additional long-term conditions
Code, codelists and ONS datasets used for the CPRD GOLD migrant phenotype validation study
Phenotypes and code used for analyses of sexual and reproductive health and rights (SRHR) outcomes in CPRD GOLD comparing migrants to non-migrants
Code for an analysis of the association of lipid regulating agents (e.g. statins) with incidence of dementia outcomes
This is the R code used to analyse the data for paper "Opportunities to reduce antibiotic prescribing for patients with COPD in primary care"
Check the basic quality of any dataset
Functions used for wrangling education research data
Code for paper "A deep learning framework for drug repurposing via emulating clinical trials on real world patient data" (Accepted to Nature Machine Intelligence).
CPRD Project Incretin and CVD: Primary Outcomes
An algorithm for the transparent and efficient preparation of CPRD drug data into information on individuals’ drug use over time
MIMIC-III(Medical Information Mart for Intensive Care III) dataset and PIC(Paediatric Intensive Care) dataset Analysis for Sepsis Management.
:chart_with_upwards_trend::heart_eyes_cat: Emoji in ggplot2 :heart_eyes_cat::chart_with_upwards_trend:
FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139
An extremely long review of R.
Docker image for first two sessions at the HDRUK summer school 2019
Stata do-files for preparation and analysis of CPRD data for a project about the safety of mirtazapine
The nature of clusters of multimorbid patients in the UK: a latent class analysis
Code, Data, and Examples for Practical Data Science with R 2nd edition (Nina Zumel and John Mount) https://github.com/WinVector/PDSwR2
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.