DBMI Publications

Mtonga T, Abaye M, Rosko SC, Douglas GP. A comparative usability study of two touchscreen clinical workstations for use in low resource settings. Journal of Health Informatics in Africa 2018;5(2). https://doi.org/10.12856/JHIA-2018-v5-i2-209
Linkov F, Silverstein JC, Davis M, Crocker B, Hao D, Schneider A, Schwenk M, Winters S, Zelnis J, Lee AV, Becich MJ. Integration of Cancer Registry Data into the Text Information Extractio System: Leveraging the Structured Data Import Tool. J Pathol Inform. 2018 Dec 24;9:47. doi: 10.4103/jpi.jpi_38_18. eCollection 2018. PMID: 30662793. PMCID: PMC6319041.
King AJ, Cooper GF, Hochheiser H, Clermont G, Hausrecht M, Visweswaran S. Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. AMIA Annual Symp Proc. 2018 Dec 5;2018:673-682. eCollection 2018. PubMed PMID: 30815109. PMCID: PMC6371238.
Zeng Z, Espino S, Roy A, Li X, Khan SA, Clare SE, Jiang X, Neapolitan R, Luo Y. Using natural language processing and machine learning to identify breast cancer local recurrence. BMC Bioinformatics. 2018 Dec 28:19(Suppl 17):498. doi: 10.1186/s12859-018-2466-x. PMID: 30591037. PMCID: PMC6309052.
Hmeljak J, Sanchez-Vega F, Hoadley KA, Shih J, Stewart C, Heiman D, Tarpey P, Danilova L, Drill E, Gibb EA, Bowlby R, Kanchi R, Osmanbeyoglu HU, Sekido Y, Takeshita J, Newton Y, Graim K, Gupta M, Gay CM, Diao L, Gibbs DL, Thorsson V, Iype L, Kantheti H, Severson DT, Ravegnini G, Desmeules P, Jungbluth AA, Travis WD, Dacic S, Chirieac LR, Galateau-Sallé F, Fujimoto J, Husain AN, Silveira HC, Rusch VW, Rintoul RC, Pass H, Kindler H, Zauderer MG, Kwiatkowski DJ, Bueno R, Tsao AS, Creaney J, Lichtenberg T, Leraas K, Bowen J; TCGA Research Network, Felau I, Zenklusen JC, Akbani R, Cherniack AD, Byers LA, Noble MS, Fletcher JA, Robertson AG, Shen R, Aburatani H, Robinson BW, Campbell P, Ladanyi M. Integrative Molecular Characterization of Malignant Pleural Mesothelioma. Cancer Discov. 2018 Dec;8(12):1548-1565. doi: 10.1158/2159-8290.CD-18-0804. Epub 2018 Oct 15. PubMed PMID: 3022867.
Wright ES, Baum DA. Exclusivity offers a sound yet practical species criterion for bacteria despite abundant gene flow. BMC Genomics. 2018 Oct 3;19(1):724. doi: 10.1186/s12864-018-5099-6. PubMed PMID: 30285620. PMCID: PMC6171291.
Tsirlis K, Lagani V, Triantafillou S, Tsamardinos I. On Scoring Maximal Ancestral Graphs with the Max-Min Hill Climbing Algorithm. International Journal of Approximate Reasoning. 2018 Nov;102:74-85
Huisman, SMH, Mahfouz A, Batmanghelich NK, Lelieveldt BPF, Reinders MJT on behalf of for the Alzheimer's Disease Neuroimaging Initiative. A structural equation model for imaging genetics using spatial transcriptomics. Brain Inf. (2018) 5:13. PMID: 30390165. doi: https://doi.org/10.1186/s40708-018-0091-0.
Ogoe HA, Asamani JA, Hochheiser H, Douglas GP. Assessing Ghana's eHealth Workforce: implications for planning and training. Human Resources for Health. 2018 Nov 27;16(1):65. doi: https://doi.org/10.1186/s12960-018-0330-8. PMID: 30482223. PMCID: PMC6260724.
Aboutalib SS, Mohamed AA, Berg WA, Zuley ML, Sumkin JH, and Wu S, "Deep Learning to Distinguish Recalled but Benign Mammography Images in Breast Cancer Screening," Clinical Cancer Research, Oct 2018.  http://clincancerres.aacrjournals.org/content/early/2018/09/26/1078-0432.CCR-18-1115      
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