SongX

@sxinger
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My Projects

GitHub repositories that I've built.

Disclosure_Risk_Analysis

Include 6 models for evaluating data re-identification risk (inspired by sdcMicro)
HTML 2 0

sankey_viz

this folder is for saving interactive sankey diagram
HTML 1 0

pubmed-literature-mining

text mining on pubmed literature downloads
Jupyter Notebook 1 0

PheCDM

collection of concept sets and computational formula for commonly used condition phenotypes
Python 1 0
R 1 1

DKD_PM_temporal

temporal EHR modeling for DKD prediction
R 1 0

Data_Analytics_Pipline

multiple projects that used to develop and demo data analytic pipeline
HTML 1 0

Clinical_Action_KD

knowledge discovery for clinical actions involved in sepsis detection and treatment
R 1 1

bioinformatics-research-lectures

lecture material for biomedical informatics driven research class
R 1 1

utils

collect all useful utility functions
R 0 0

Simulations

multiple simulation pipelines
R 0 0

R_web_scraping

initial try on web-scraping in r
R 0 0

My Interests

Topics that I want to learn more about.

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Data-centric Modeling

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Knowledge Discovery Algorithm

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Biomedical Informatics

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Better coding with R, SQL, Python, SAS, Octave

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Learn about more lanuages (JS, Spark, Ruby, C++, C#, .Net, ...)

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Information System Architecture