DBMI Publications

Cheng Q, Juen J, Bellam S, Fulara N, Close D, Silverstein JC, Schatz B. Predicting Pulmonary Function from Phone Sensors. Telemed J E Health. 2017 Nov;23(11):913-919. doi: 10.1089/tmj.2017.0008. Epub 2017 Mar 16. PMID: 28300524. PMCID: PMC5684658.
Taira DA, Shen C, King M, Landsittel D, Mays MH, Sentell T, Southerland J. Access to medications for medicare enrolees related to race/ethnicity: Results from the 2013 Medicare Current Beneficiary Survey. Res Social Adm Pharm. 2017 Nov; 13(6): 1208-1213. doi: 10.1016/j.sapharm.2016-10-021. Epub 2016 Nov 23. PMID:27914950. PMC ID: PMC5500432.
Ding MQ, Chen L, Cooper GF, Young JD, Lu X. Precision Oncology Beyond Targeted Therapy: Combining Omics Data with Machine Learning Matches the Majority of Cancer Cells to Effective Therapeutics. Mol Cancer Res. 2017 Nov 13. pii: molcanres.0378.2017. doi: 10.1158/1541-7786.MCR-17-0378. [Epub ahead of print] PMID: 29133589
Savova GK, Tseytlin E, Finan S, Castine M, Miller T, Medvedeva O, Harris D, Hochheiser H, Lin C, Chavan G, Jacobson RS. DeepPhe: A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records. Cancer Res. 2017 Nov 1;77(21):e115-e118. doi: 10.1158/0008-5472.CAN-17-0615. PMID: 29092954. PMCID: PMC5690492 [Available on 2018-11-01].
Tenenbaum JD, Bhuvaneshwar K, Gagliardi JP, Fultz Hollis K, Jia P, Ma L, Nagarajan R, Rakesh G, Subbian V, Visweswaran S, Zhao Z, Rozenblit L. Translational bioinformatics in mental health: open access data sources and computational biomarker discovery. Brief Bioinform. 2017 Nov 27. doi: 10.1093/bib/bbx157. [Epub ahead of print] PMID: 29186302
Young JD, Cai C, Lu X. Unsupervised deep learning reveals prognostically relevant subtypes of glioblastoma. BMC Bioinformatics. 2017 Oct 3;18(Suppl 11): 381. doi: 10.1186/s12859-017-1798-2. PMID: 28984190. PMCID: PMC5629551. 
Tsui F, Ye Y, Ruiz V, Cooper GF, Wagner MM. Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method. J Public Health (Oxf). 2017 Oct 20:1-8. doi: 10.1093/pubmed/fdx141. [Epub ahead of print]. PMID: 29059331.
De Rienzo A, Cook RW, Wilkinson J, Gustafson CE, Amin W, Johnson CE, Oelschlager KM, Maetzold DJ, Stone JF, Feldman MD, Becich MJ, Yeap BY, Richards WG, Bueno R. Validation of a Gene Expression Test for Mesothelioma Prognosis in Formalin-Fixed Paraffin-Embedded Tissues. J Mol Diagn. 2017 Jan;19(1):65-71. doi: 10.1016/j.jmoldx.2016.07.011. Epub 2016 Nov 15. Pub Med PMID: 27863259. PubMed Central PMCID: PMC5225306.
Kummerfeld E, Ramsey J. Causal Clustering for 1-Factor Measurement Models. KDD : proceedings. International Conference on Knowledge Discovery & Data Mining. 2016;2016:1655-1664. PubMed PMID: 27766182; PubMed Central PMCID: PMC5066593.
Liu Y, Gopalakrishnan V. An Overview and Evaluation of Recent Machine Learning Imputation Methods Using Cardiac Imaging Data. Data 2017, 2(1), 8; doi: 10.3390/data2010008.
^