DBMI Publications

Lujia Chen, Chunhui Cai, Vicky Chen and Xinghua Lu.  Trans-species learning of cellular signaling systems with bimodal deep belief networks.  Bioinformatics 2015; doi: 10.1093/bioinformatics/btv315 
Farabaugh SM, Boone DN, and Lee AV. Role of IGF1R in breast cancer subtypes, stemness, and lineage differentiation.  Frontiers in Endocrinology. 2015. PUBMED 25964777
Draper AJ, Ye Y, Ruiz VM, Patterson C, Urbach A, Palmer F, Wang S, Somboonna M, Tsui F.-C., Using laboratory data for prediction of 30-day hospital readmission of pediatric seizure patients, Conference Proceedings, American Medical Informatics Association, Washington DC, Nov. 2014 (Distinguished award)
Jiang X, Neapolitan RE. LEAP: biomarker inference through learning and evaluating association patterns. Genetic Epidemiology; 2015; 39(3):173–184. PMID: 25677188  PMCID: PMC4366363
Pfundner , A., Schönberg, T., Horn., J., Boyce, RD., and Samwald, M. Utilizing the Wikidata system to improve the quality of medical content in Wikipedia in diverse languages: a pilot study. Journal of Medical Internet Research. 2015; 17(5). http://www.jmir.org/2015/5/e110/ .PMCID: PMC4468594
Li Y, Klena NT, Gabriel GC, Liu X, Kim AJ, Lemke K, Chen Y, Chatterjee B, Devine W, Damerla RR, Chang C, Yagi H, San Agustin JT, Thahir M, Anderton S, Lawhead C, Vescovi A, Pratt H, Morgan J, Haynes L, Smith CL, Eppig JT, Reinholdt L, Francis R, Leatherbury L, Ganapathiraju MK, Tobita K, Pazour GJ, Lo CW. Global genetic analysis in mice unveils central role for cilia in congenital heart disease. Nature. 2015 Mar 25. doi: 10.1038/nature14269. [Epub ahead of print] PubMed PMID: 25807483.
Pineda, AL, Gopalakrishnan, V. Novel Application of Junction Trees to the Interpretation of Epigenetic Differences among Lung Cancer Subtypes. Proceedings of the AMIA Translational Bioinformatics Summit. March 21-23, 2015. PMID: 26306226   Winner of the Marco Ramoni Distinguished Paper Award.
Rexit R, Tsui FC, Espino JU, Chrysanthis PK, Wesaratchakit S, Ye Y. An analytics appliance for identifying (near) optimal over-the-counter medicine products as health indicators for influenza surveillance. J Manager Infor Systems. 2015;48:151-63.
Tsui F-C, Adaptive Hospital Readmission Prediction System (AHRPS), Innovation in Healthcare Technology 2014, Pittsburgh, Feb. 14, 2014
Neapolitan RE, Jiang X. Study of integrated heterogeneous data reveals prognostic power of gene expression for breast cancer survival. PLoS ONE 2015; 10 (2): DOI: 10.1371/journal.pone.0117658.  PMID: 25723490  PMCID: PMC4344205

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