michaelgao8
Senior Data Scientist @ Duke Institute for Health Innovation | Associate Instructor @ Duke Biomedical Engineering
Duke UniversityDurham, NC
Pinned Repositories
clinical-ts-metrics
development_guide
:bento: Contains standard practices/resources/style guides for data science and development at DIHI
icd_feature_engineering
:arrows_counterclockwise: Reproduce Machine Learning experiments with different ICD code representations
board-game-stats-shiny
classification-metrics
:bar_chart: Utility for automated model metric figures, interactive Jupyter Notebook slides, and pdf reports
evaltools-test
threshold_tuning
:chart_with_upwards_trend: A quick and dirty tool for finding the optimal threshold of a binary classification model
trueskill_calculator
:chart_with_upwards_trend: Head to head TrueSkill calculator given a Match History
Veil
:bride_with_veil: Python utility for de-identification of csv files in accordance with 45 CFR § 164.514
michaelgao8's Repositories
michaelgao8/Veil
:bride_with_veil: Python utility for de-identification of csv files in accordance with 45 CFR § 164.514
michaelgao8/classification-metrics
:bar_chart: Utility for automated model metric figures, interactive Jupyter Notebook slides, and pdf reports
michaelgao8/board-game-stats-shiny
michaelgao8/evaltools-test
michaelgao8/NCAA-Top-25-Regression-Discontinuity
Final project for Causal Inference - Sta 320 Duke
michaelgao8/trueskill_calculator
:chart_with_upwards_trend: Head to head TrueSkill calculator given a Match History
michaelgao8/threshold_tuning
:chart_with_upwards_trend: A quick and dirty tool for finding the optimal threshold of a binary classification model
michaelgao8/academic-kickstart
michaelgao8/ATC
michaelgao8/bios-823-2021
michaelgao8/BIOS824-hw1
Perceptrons and Pytorch
michaelgao8/bsplus
Shiny and R Markdown addons to Bootstrap 3
michaelgao8/Comorbidities
Shiny App Describing different comorbidity mapping systems
michaelgao8/covid-manuscript-code
michaelgao8/crc_api
michaelgao8/dukeehR
An R package for processing EHR data at Duke
michaelgao8/echo_processing
michaelgao8/epuRate
A clean R Markdown template for your reports
michaelgao8/mudicom
A python package that validates, reads, and extracts images from a DICOM file
michaelgao8/pint
Operate and manipulate physical quantities in Python
michaelgao8/prettydoc
Creating Pretty HTML From R Markdown
michaelgao8/pythia_demo
michaelgao8/python_vs_r_4clinicians
michaelgao8/shiny-server
Host Shiny applications over the web.
michaelgao8/shinydashboardPlus
extensions for shinydashboard
michaelgao8/tabnet
PyTorch implementation of TabNet paper
michaelgao8/ubuntu_install_stuff
helpful commands when creating a new ubuntu instance