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Kelly Peterson's Projects

100_years_of_sepsis icon 100_years_of_sepsis

Code for the paper "100 years of sepsis: Using topic modeling to understand historical themes surrounding sepsis"

chexbert icon chexbert

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

edsnlp icon edsnlp

EDS-NLP provides a set of spaCy components to extract information from clinical notes written in French.

ehost icon ehost

Annotation Tool: The extensible Human Oracle Suite of Tools (eHOST)

enron-formality icon enron-formality

Code and data from the paper "Email formality in the workplace: A case study on the Enron corpus"

epysurv icon epysurv

Epidemiological surveillance in Python

gym_nethack icon gym_nethack

OpenAI gym-like environment for NetHack experiments

icd10syndromecodes icon icd10syndromecodes

Scripts and data for ICD-10 codes for Syndromic Surveillance converted from CDC ICD-9 resources

lime icon lime

Open source API-compatible alternative to the text editor Sublime Text

lingapps icon lingapps

a rails site for linguistics mobile apps

made-crf icon made-crf

Solution for model submitted by the University of Utah for the UMass MADE 1.0 data challenge

made_relations icon made_relations

This is the repository for the MADE 1.0 ADE relation extractions task.

negspacy icon negspacy

spaCy pipeline object for negating concepts in text

nle icon nle

The NetHack Learning Environment

nlptools icon nlptools

[in development] Tools to support Natural Language Processing of freetext to create structured data elements for analysis

nobbs icon nobbs

Nowcasting by Bayesian Smoothing

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