DBMI Publications

King AJ, Cooper GF, Hochheiser H, Clermont G, Hauskrecht M, Visweswaran S. Using machine learning to predict the information seeking behavior of clinicians using an electronic medical record. Proceedings of the Symposium on the American Medical Informatics Association. 2018 Dec 5;2018:673-682. PMID: 30185109. PMCID: PMC6371238.
Jin Q, Dhingra B, Cohen WW, Lu X. Attention MeSH: Simple, Effective and Interpretable Automatic MeSH Indexer. 
Wright, ES, & Vetsigian KH (2018). Stochastic exits from dormancy give rise to heavy-tailed distributions of descendants in bacterial populations. bioRxiv. http://doi.org/10.1101/246629
Aboutalib SS, Mohamed AA, Berg WA, Zuley ML, Sumkin JH, and Wu S, "Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening," Clinical Cancer Research, Oct 2018.  http://clincancerres.aacrjournals.org/content/early/2018/09/26/1078-0432.CCR-18-1115      
Visweswaran S, Becich MJ, D'Itri VS, Sendro ER, MacFadden D, Anderson NR, Allen KA, Ranganathan D, Murphy SN, Morrato EH, Pincus HA, Toto R, Firestein GS, Nadler LM, Reis SE. Accrual to Clinical Trials (ACT): A Clinical and Translational Science Award Consortium Network. JAMIA Open. 2018 Oct;1(2):147-152. doi: 10.1093/jamiaopen/ooy033. Epub 2018 Aug 21. PMID: 30474072. PMCID: PMC6241502.
Martin JM, Avula R, Nowalk MP, Lin CJ, Horne WT, Chandran UR, Nagg JP, Zimmerman RK, Cole KS, Alcorn JF. Inflammatory Mediator Expression Associated WIth Antibody Response Induced by Live Attenuated vs Inactivated Influenza Virus in Children. Open Forum Infect Dis. 2018 Oct 24;5(11):ofy277. doi: 10.1093/ofid/ofy277. eCollection 2018 Nov. PMID: 30515427. PMCID: PMC6262113.
Millett NE, Aronis JM, Wagner MM, Tsui F, Ye Y, Ferrar JP, Huag PJ, Gesteland PH, Cooper GF. The design and evaluation of a Bayesian System for detecting and characterizing outbreaks of influenza. bioRxiv (2018). Doi: https://doi.org/10.1101/435727.
Andrews B, Ramsey J, Cooper GF. Scoring Bayesian networks of mixed variables. International Journal of Data Science and Analytics (2018) 1-16. First Online 11 January 2018.
Markham H, Hochheiser H, Kuntoro K, Notobroto HB. Exploring Midwives' Need and Intention to Adopt Electronic Integrated Antenatal Care. Perspect Health Inf Manag. 2018 Jan 1;15(Winter):1e. eCollection 2018 Winter. PMID: 29618961. PMCID: PMC5869442.
Chen J, Nagle AM, Wang YF, Boone DN, Lee AV. Controlled dimerization of insulin-like grown factor-1 and insulin receptors reveal shared and distinct activities of holo and hybrid receptors. J Biol Chem. 2018 Mar 9;293(10):3700-3709. doi: 10.1074/jbc.M117.789503. Epub 2018 Jan 12. PMID: 23990302.
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