DBMI Publications

Landis-Lewis, Z., Douglas, G. P., Hochheiser, H., Kam, M., Gadabu, O., Bwanali, M., & Jacobson, R. S. (2015). Computer-Supported Feedback Message Tailoring for Healthcare Providers in Malawi: Proof-of-Concept. AMIA Annual Symposium Proceedings, 2015, 814–823.
Eric Strobl, Shyam Visweswaran. Markov boundary discovery with ridge regularized linear models. Journal of Causal Inference. ISSN (Online) 2193-3685, ISSN (Print) 2193-3677, DOI: 10.1515/jci-2015-0011, November 2015
Romagnoli, KM., Boyce, RD., Empey, PE., Adams, S., Hochheiser, H., Bringing clinical pharmacogenomics information to pharmacists: a qualitative study of information needs and resource requirements. International Journal of Medical Informatics. 2015 Nov.  DOI: http://dx.doi.org/10.1016/j.ijmedinf.2015.11.015
A. Gupta, H. Wang and M. Ganapathiraju, "Learning structure in gene expression data using deep architectures, with an application to gene clustering," Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on, Washington, DC, 2015, pp. 1328-1335. doi: 10.1109/BIBM.2015.7359871
Sverchkov Y, Cooper GF. A Bayesian approach for identifying multivariate differences between groups. In: Proceedings of the International Symposium on Intelligent Data Analysis (2015). Adv Intell Data Anal. 2015 Oct;9385:275-285. Epub 2015 Nov 22.  PMCID: 27069983 PMCID: PMC4825814
King AJ, Cooper GF, Hochheiser H, Clermont G. Development and preliminary evaluation of a prototype of a learning electronic medical record system. In: Proceedings of the Symposium of the American Medical Informatics Association, (2015) Nov 5;2015:1967-75 PMID: 26958296 PMCID: PMC4765593
Mungall, C. J., Washington, N. L., Nguyen-Xuan, J., Condit, C., Smedley, D., Köhler, S., Groza, T., Shefchek, K., Hochheiser, H., Robinson, P. N., Lewis, S. E. and Haendel, M. A. (2015), Use of Model Organism and Disease Databases to Support Matchmaking for Human Disease Gene Discovery. Human Mutation, 36: 979–984. doi:10.1002/humu.22857  PMID:  26269093
Charlie Strange, Robert M. Senior, Frank Sciurba, Scott O’Neal, Alison Morris, Stephen R. Wisniewski, Russell Bowler, Harry S. Hochheiser, Michael J. Becich, Yingze Zhang, Joseph K. Leader, Barbara A. Methé, Naftali Kaminski, and Robert A. Sandhaus "Rationale and Design of the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis Study. Alpha-1 Protocol", Annals of the American Thoracic Society, Vol. 12, No. 10 (2015), pp. 1551-1560. doi: 10.1513/AnnalsATS.201503-143OC
David R. Moller, Laura L. Koth, Lisa A. Maier, Alison Morris, Wonder Drake, Milton Rossman, Joseph K. Leader, Ronald G. Collman, Nabeel Hamzeh, Nadera J. Sweiss, Yingze Zhang, Scott O’Neal, Robert M. Senior, Michael Becich, Harry S. Hochheiser, Naftali Kaminski, Stephen R. Wisniewski, and Kevin F. Gibson "Rationale and Design of the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) Study. Sarcoidosis Protocol", Annals of the American Thoracic Society, Vol. 12, No. 10 (2015), pp. 1561-1571. doi: 10.1513/AnnalsATS.201503-172OT  PMID: 26193069 PMCID: PMC4627423 [Available on 2016-10-01]
Batal I, Cooper G, Fradkin D, Harrison J, Moerchen F, Hauskrecht M. An efficient pattern mining approach for event detection in multivariate temporal data. The Journal of Knowledge and Information Systems (2015) 1-36 [PubMed – in progress].