Meghan Hutch's repositories
4CE_Comorbidity_Mapping
Scripts to adapt Jack Wasey's icd package for 4CE COVID-19 projects
Chicago_Crimes
Machine and Deep Learning Analysis of Chicago Crimes in 2020
COVID-19-Hospitalization-Trends
Temporal Analysis of Child and Adult COVID-19 Hospitalizations
Multi_Cancer_DL
Deep learning cancer classification using methylation profiles
pediatric_covid_trends
Scripts to process national pediatric COVID-19 cases, hospitalizations, and death trends
tracking_pasc
Dynamic topic modeling to identify trends in sequelae after COVID-19
2021-msia423-Hutch-Meghan-project
Dynamic Topic Modeling of COVID-19 Health Belief Phenotypes
blast-ct
Brain Lesion Analysis and Segmentation Tool for Computed Tomography
Breast-Cancer-Classification-Clinical-Genomic
Breast Cancer Classification Using Clinical and Genomic Data
COVID-19_Hospitalization_Dash
Dashboard for visualizing pediatric and adult COVID-19 hospitalizations trends at the national, regional, state and city level
CTAnalyze
Repository to evaluate data from the Chicago Transit Authority. This repository also serves as an introduction to using GitHub for ensuring reproducible research.
meghutch.github.io
Host personal webpage and analytic notebooks
mimic-ml-demo
An introduction to the MIMIC-IV dataset and building machine learning models with scikit-learn
NU_TBI
Pipeline for curating a cohort of TBI patients at Northwestern
traumaScanner
Algorithm for identifying radiology reports of patients with post-traumatic hemorrhage
Breast-Cancer-Classification-Wisconsin
PyTorch and Deep Learning Practice
icd
Fast ICD-10 and ICD-9 comorbidities, decoding and validation in R. NB use main instead of master for default branch.
LDA_COVID_Tweets
Dynamic Topic Modeling of COVID-19 Health Belief Phenotypes
materials
Teaching materials for NUCS349
misa423_avc_template
Template from MSIA423
pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
TrajVent_GBMT
Group-based multivariate trajectory modeling (GBMT) to identify trajectories associated with prolonged respiratory failure