Brett Beaulieu-Jones
Brett Beaulieu-Jones
Harvard Medical School
Bestätigte E-Mail-Adresse bei hms.harvard.edu
Titel
Zitiert von
Zitiert von
Jahr
Opportunities and obstacles for deep learning in biology and medicine
T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ...
Journal of The Royal Society Interface 15 (141), 20170387, 2018
8112018
Privacy-preserving generative deep neural networks support clinical data sharing
BK Beaulieu-Jones, ZS Wu, C Williams, R Lee, SP Bhavnani, JB Byrd, ...
Circulation: Cardiovascular Quality and Outcomes 12 (7), e005122, 2019
1472019
Semi-supervised learning of the electronic health record for phenotype stratification
BK Beaulieu-Jones, CS Greene
Journal of biomedical informatics 64, 168-178, 2016
1242016
Missing Data Imputation in the Electronic Health Record using Deeply Learned Autoencoders
BK Beaulieu-Jones, JH Moore, THEPROA ALS, CT CONSORTIUM
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 22, 207, 2016
1042016
Reproducibility of computational workflows is automated using continuous analysis
BK Beaulieu-Jones, CS Greene
Nature biotechnology 35 (4), 342-346, 2017
992017
Characterizing and managing missing structured data in electronic health records: data analysis
BK Beaulieu-Jones, DR Lavage, JW Snyder, JH Moore, SA Pendergrass, ...
JMIR medical informatics 6 (1), e11, 2018
54*2018
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
GA Brat, GM Weber, N Gehlenborg, P Avillach, NP Palmer, L Chiovato, ...
Npj Digital Medicine 3 (1), 1-9, 2020
442020
Mapping patient trajectories using longitudinal extraction and deep learning in the MIMIC-III Critical Care Database.
BK Beaulieu-Jones, P Orzechowski, JH Moore
PSB, 123-132, 2018
342018
Privacy-preserving distributed deep learning for clinical data
BK Beaulieu-Jones, W Yuan, SG Finlayson, ZS Wu
arXiv preprint arXiv:1812.01484, 2018
312018
Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist
B Norgeot, G Quer, BK Beaulieu-Jones, A Torkamani, R Dias, ...
Nature medicine 26 (9), 1320-1324, 2020
192020
Trends and focus of machine learning applications for health research
B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ...
JAMA network open 2 (10), e1914051-e1914051, 2019
192019
Examining the use of real‐world evidence in the regulatory process
BK Beaulieu‐Jones, SG Finlayson, W Yuan, RB Altman, IS Kohane, ...
Clinical Pharmacology & Therapeutics 107 (4), 843-852, 2020
182020
Johnny Israeli, Jack Lanchantin, Stephen Woloszynek, Anne E
T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ...
Carpenter, Avanti Shrikumar, Jinbo Xu, Evan M. Cofer, Christopher A …, 2018
172018
Privacy-preserving generative deep neural networks support clinical data sharing. bioRxiv
BK Beaulieu-Jones, ZS Wu, C Williams, CS Greene
July 2, 159756, 2017
172017
Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface. 2018; 15 (141)
T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ...
Epub 2018/04/06. doi: 10.1098/rsif. 2017.0387. PubMed PMID: 29618526, 2017
112017
Pooled Resource Open-Access ALS Clinical Trials Consortium
BK Beaulieu-Jones, CS Greene
Semi-supervised learning of the electronic health record for phenotype …, 2016
92016
Lavage, John W Snyder, Jason H Moore, Sarah A Pendergrass, and Christopher R Bauer
BK Beaulieu-Jones, R Daniel
Characterizing and managing missing structured data in electronic health …, 2018
62018
Learning contextual hierarchical structure of medical concepts with Poincairé embeddings to clarify phenotypes
BK Beaulieu-Jones, IS Kohane, AL Beam
BIOCOMPUTING 2019: Proceedings of the Pacific Symposium, 8-17, 2018
62018
Machine learning for structured clinical data
B Beaulieu-Jones
Advances in Biomedical Informatics, 35-51, 2018
52018
Denoising Autoencoders for Phenotype Stratification (DAPS): Preprint Release
BK Beaulieu-Jones
Zenodo. January, 2016
52016
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