DBMI Publications

Naeini MP, Cooper GF, Hauskrecht M. Obtaining well calibrated probabilities using Bayesian binning. In: Proceedings of the Conference of the Association for the Advancement of Artificial Intelligence (2015) Jan;2015:2901-2907. PMID: 25927013 PMC4410090.
Cooper, G. F., Villamarin, R., Tsui, F.-C. (Rich), Millett, N., Espino, J. U., & Wagner, M. M. (2015). A Method for Detecting and Characterizing Outbreaks of Infectious Disease from Clinical Reports. Journal of Biomedical Informatics, 53, 15–26. http://doi.org/10.1016/j.jbi.2014.08.011 PMID: 25181466 PMCID: PMC4441330
Day RS.  What Tumor Dynamics Modeling Can Teach us About Exploiting the Stem-Cell View for Better Cancer Treatment. Cancer Informatics 2015 Feb 24;14(Suppl 2):25-36. PMID: 25780337 PMCID: PMC4345852
Rafael Ceschin, Ashok Panigrahy, Vanathi Gopalakrishnan. sfDM: Open-Source Software for Temporal Analysis and Visualization of Brain Tumor Diffusion MR Using Serial Functional Diffusion Mapping.  Cancer Informatics 2015:Suppl. 2 1-9
McDade KK, Chandran U, Day RS. Improving Cancer Gene Expression Data Quality through a TCGA Data-Driven Evaluation of Identifier Filtering. Cancer Informatics, 2015. PMID: 26715829 PMCID: PMC4686346
Jiang X, Jao J, Neapolitan RE. Learning predictive interactions using information gain and Bayesian network scoring. PLoS ONE 2015; 10(12): e0143247. doi:10.1371/journal.pone.0143247. PMCID: PMC4666609
Kevin McDade, Uma Chandran, Roger Day.  Improving Cancer Gene Expression Data Quality through a TCGA Data-Driven Evaluation of Identifier Filtering.  Cancer Informatics 2015 Dec 16;14:149-161.  DOI: 10.4137/CIN.S33076
Handen A, Ganapthiraju MK. LENS: web-based lens for enrichment and network studies of human proteins. BMC Medical Genomics. 2015;8(Suppl 4):S2. doi:10.1186/1755-8794-8-S4-S2.  
Roth A, Subramanian S, Ganapathiraju MK. Towards extracting supporting information about predicted protein-protein interactions. IEEE/ACM Trans Comput Biol Bioinform. 2015 Dec 7. [Epub ahead of print] PubMed PMID: 26672046.  
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

Pages

^