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Peijin Han's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

brat icon brat

brat rapid annotation tool (brat) - for all your textual annotation needs

clinicalbert icon clinicalbert

ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission (CHIL 2020 Workshop)

cliniqg4qa icon cliniqg4qa

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

clinspacy icon clinspacy

Clinical Natural Language Processing using spaCy, scispacy, and medspacy

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

guidedlda icon guidedlda

semi supervised guided topic model with custom guidedLDA

he2rna_code icon he2rna_code

Train a model to predict gene expression from histology slides.

medcat icon medcat

Medical Concept Annotation Tool

medcatweb icon medcatweb

This repo provides a simple interface to inspect, improve and add concepts to biomedical NER+L model (e.g. MedCAT) and a further interface for research specific training data collection

metapred icon metapred

MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records (KDD 2019)

mimic-lstm icon mimic-lstm

This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical events in the intensive care unit"

nemo icon nemo

NeMo: a toolkit for conversational AI

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