Name: Mary M Lucas
Type: User
Company: Drexel University
Bio: Data nerd, healthcare, Python, R, ML, wrangling all the things. Doctoral student in Information Science at Drexel University College of Computing & Informatics.
Twitter: mary_m_lucas
Location: Philadelphia, PA
Blog: https://marylucas.com/
Mary M Lucas's Projects
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Repository containing notebooks of my posts on Medium
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
Plots from "Can AI Help Reduce Disparities in General Medical and Mental Health Care?"
Replication of the arterial line study in MIMIC-IV
Tutorial on processing raw EHR data with MIMIC-IV dataset
Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.
my exploration of the mimic databases
Sepsis cohort from MIMIC dataset
Random ML practice projects
A growing set of resources on bias in data and machine learning/artificial intelligence in the federal government lives here.
Monkeypox 2022 repository
Exploring Montgomery County, PA 911 call data relative to COVID-19
Full resolution images of the O RLY book covers made by The Practical Dev
Exploring the Pediatric Intensive Care database
Practical Python Programming (course by @dabeaz)
Luke's youtube channel Physics with Python tuts
Calculate area under the ROC and p-values when comparing predictions
Advanced Python Mastery (course by @dabeaz)
Random
Regression Modeling Strategies
Import SAS files to SQL databases
this repo might get accepted
temporary stuff to throw away
Statistical Rethinking course winter 2022