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List of works by Brett K. Beaulieu-Jones

Characterizing and Managing Missing Structured Data in Electronic Health Records: Data Analysis.

scientific article

Examining the Use of Real-World Evidence in the Regulatory Process

scientific article published on 14 November 2019

International Electronic Health Record-Derived COVID-19 Clinical Course Profiles: The 4CE Consortium

scientific article published on 18 April 2020

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality

scientific article published on 13 June 2022

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

scientific article published on 19 August 2020

MISSING DATA IMPUTATION IN THE ELECTRONIC HEALTH RECORD USING DEEPLY LEARNED AUTOENCODERS.

scientific article

Machine Learning for Structured Clinical Data

scholarly article published 20 October 2017

Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database

scholarly article published 17 November 2017

Opportunities and obstacles for deep learning in biology and medicine.

scientific article published in April 2018

Privacy-preserving generative deep neural networks support clinical data sharing

scholarly article published 5 July 2017

Reproducibility of computational workflows is automated using continuous analysis ⬇️

scientific article (publication date: 13 March 2017)

Semi-supervised learning of the electronic health record for phenotype stratification

scientific article

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