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UW Bio-NLP's Projects

ards icon ards

A PyTorch Wrapper of Hierarchical Attention Network with Sentence Objectives Framework for ARDS Identification

cliniqg4qa icon cliniqg4qa

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering

criteria2query icon criteria2query

[In Development] An application to parse freetext inclusion criteria and produce a structured cohort definition that can be executed against OMOP CDM

ctbert icon ctbert

Clinical Trial Information Extraction with BERT (CT-BERT)

decanlp icon decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

mimic-cxr_clinical_findings icon mimic-cxr_clinical_findings

This repo contains over 1 million medical problem findings and 31 K lesion findings extracted with our event extraction model.

pedshac icon pedshac

Dataset, annotation guideline and baseline experiments for the PedSHAC corpora.

pine icon pine

Collaborative NLP annotation tool supporting enterprise authentication, inter-annotator statistics, active learning

r-bert icon r-bert

Pytorch re-implementation of R-BERT model

sara icon sara

StAtutory Reasoning Assessment

spert icon spert

PyTorch code for SpERT: Span-based Entity and Relation Transformer

treqs icon treqs

Text-to-SQL Generation for Question Answering on Electronic Medical Records

uwbionlp-parser icon uwbionlp-parser

A container-based CLI for executing various NLP algorithms on documents, developed by @uw-bionlp.

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