abchapman93
Clinical data scientist & NLP engineer. Biostatistics PhD student
University of UtahSalt Lake City, UT
abchapman93's Stars
sebastianruder/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
academicpages/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
pycaret/pycaret
An open-source, low-code machine learning library in Python
online-ml/river
🌊 Online machine learning in Python
DataScienceSpecialization/courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
bmabey/pyLDAvis
Python library for interactive topic model visualization. Port of the R LDAvis package.
ztane/python-Levenshtein
The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
medspacy/medspacy
Library for clinical NLP with spaCy.
adbar/German-NLP
Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German
MIT-LCP/mimic-iv
Deprecated. For the latest MIMIC-IV code, please refer to: https://github.com/MIT-LCP/mimic-code
kormilitzin/med7
CausalInference/gfoRmula
The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
bcaffo/MathematicsBiostatisticsBootCamp2
The github repository for mathematical biostatistics bootcamp 2
nedap/deidentify
A Python library to de-identify medical records with state-of-the-art NLP methods.
Yale-LILY/Ascle
A Python Natural Language Processing Toolkit for Medical Text Generation
hoangnguyen7699/StatisticsForApplication_solution
AIM-Harvard/SDoH
Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41746-023-00970-0
som-shahlab/survlearners
Metalearners for Survival Data
cran/depmixS4
:exclamation: This is a read-only mirror of the CRAN R package repository. depmixS4 — Dependent Mixture Models - Hidden Markov Models of GLMs and Other Distributions in S4. Homepage: https://depmix.github.io/
hibaahsan/MIMIC-SBDH
Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs
JarnoRFB/epysurv
Epidemiological surveillance in Python
department-of-veterans-affairs/vex
medspacy/OHDSI_Tutorial
Blulab-Utah/VAReadmissionMoonstone
Moonstone NLP system applied to VA project to study the analysis of social risk factors applied to hospital readmission
jon-bown/Intro_to_Stoch_Lawler_Solns
Compilation of the many solutions out there for Intro to Stochastic Processes 2nd Edition by Lawler
umcu/negation-detection
Negation detection in Dutch clinical text.
anniebowles/contextual-dates
epullenayegum/IrregLong
R package for handling longitudinal data with irregular observation
cran/IrregLong
:exclamation: This is a read-only mirror of the CRAN R package repository. IrregLong — Analysis of Longitudinal Data with Irregular Observation Times. Homepage: https://epullenayegum.github.io/IrregLong/
jianlins/dl_dockers
create docker images for deep learning and push to docker hub