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Willie Boag's Projects

awecm icon awecm

One month project for an MLHC submission of domain-injected word embeddings

cliner icon cliner

Clinical Named Entity Recognition system (CliNER) is an open-source natural language processing system for named entity recognition in clinical text of electronic health records.

conex icon conex

Concept Extraction in clinical notes

cxr-baselines icon cxr-baselines

Baselines for generating radiology reports on the MIMIC-CXR chest x-ray dataset.

eol-mort-pred icon eol-mort-pred

A proof of concept model for predicting 1-year mortality post-discharge.

gov_scan icon gov_scan

Scrape public, government data into one easier-to-manage location!

mimic3-benchmarks icon mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

misc icon misc

for my miscellaneous needs

splanner icon splanner

Final project for my OPL (aka SICP) course in Scheme. This project crawls MIT OCW for data about available courses.

synthid icon synthid

Project for 6.864 with Hassan, Harini, and Sean.

wian icon wian

AMIA submission examining note-derived vector representations

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