DBMI Publications

Grizzle AJ, Hines LE, Malone DC, Kravchenko O, Hochheiser H, Boyce RD. Testing the face validity and inter-rater agreement of a simple approach to drug-drug interaction evidence assessment. J Biomed Inform. 2020 Jan;101:103355. doi: 10.1016/j.jbi.2019.103355. Epub 2019 Dec 12. PMID: 31838211; DOI: 10.1016/j.jbi.2019.103355.
Y. Xue, G. Cooper, C. Cai, S. Lu, B. Hu, X. Ma, and X. Lu. Tumour-specific Causal Inference Discovers Distinct Disease Mechanisms Underlying Cancer Subtypes. Scientific Reports; 2019 Sep 13;9(1):13225. doi: 10.1038/s41598-019-48318-7; PMID: 31519988​
Xue Y, Cooper GF, Cai C, Lu S, Hu B, Ma X, Lu X. Tumor-specific causal inference discovers distinct disease mechanisms underlying cancer subtypes. Scientific Reports, (2019) doi:10.1038/s41598-019-48318-7
Y Liu, J Manners, Y Bittar, SHY Chou, V Gopalakrishnan. Towards precision critical care management of blood pressure in hemorrhagic stroke patients using dynamic linear models.  PLoS One 2019;14(8): e0220283.
Andrews B, Ramsey J, Cooper GF.  Learning high-dimensional directed acyclic graphs with mixed data-types. Proceedings of Machine Learning Research 2019 Aug; 104: 4-21. PMID: 31453569 PMCID: PMC6709674
Nguyen BP, Reese T, Decker S, Malone D, Boyce RD, Beyan O. Implementation of Clinical Decision Support Services to Detect Potential Drug-Drug Interaction Using Clinical Quality Language. Stud Health Technol Inform. 2019 Aug 21;264:724-728. doi: 10.3233/SHTI190318. PubMed PMID: 31438019.
Pelayo S, Senathirajah Y. Human Factors and Sociotechnical Issues. Year Med Inform. 2019 Aug. doi: 10.1055/s-0039-1677927.
Cai C, Cooper GF, Lu KN, Ma X, Xu S, Zhao Z, Chen X, Xue Y, Lee AV, Clark N, Chen V, Lu S, Chen L, Hochheiser HS, Jiang X, Wang QJ, Lu X.  Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference. PLoS Computational Biology. Published online July 5, 2019. doi: 10.137/journal,pcbi.1007088.  PMID: 31276486
Warner JL, Dymshyts D, Reich CG, Gurley MJ, Hochheiser H, Moldwin ZH, Belenkaya R,  Williams AE, Yang PC. HemOnc: A New Standard Vocabulary for Chemotherapy Regimen Representation in the OMOP Common Data Model. J Biomed Inform. 2019 Jun 22. doi: 10.1016/j.jbi.2019.103239 PMID:31238109; PMCID: PMC6697579 [Available on 2020-08-01].
Hayek SS, Landsittel DP, Wei C, Zeier M, Yu ASL, Torres VE, Roth S, Pao CS, Reiser J. Soluble Urokinase Plasminogen Activator Receptor and Decline in Kidney Function in Autosomal Dominant Polycystic Kidney Disease. J Am Soc Nephrol. 2019 Jun 6. doi: 10.1681/ASN.2018121227. [Epub ahead of print] PubMed PMID: 31171572.
^