A full listing of PubMed citations can be found here.

GENOMICS

  • Hoekstra M, Maslove DM, Veldhoen RA, Marshall JC, Muscedere J. “Insights Into a "Negative" ICU Trial Derived From Gene Expression Profiling.” Crit Care Med. 2019 Dec;47(12):e941-e947. (link)

  • Maslove DM, Shapira T, Tyryshkin K, Veldhoen RA, Marshall JC, Muscedere J. “Validation of diagnostic gene sets to identify critically ill patients with sepsis.” J Crit Care. 2019 Feb;49:92-98. (link)

    Maslove DM, Lamontagne F, Marshall JC, Heyland DK. A path to precision in the ICU. Crit Care. 2017 Apr 3;21(1):79. doi: 10.1186/s13054-017-1653-x (link)

  • Maslove DM, Marshall JC. Diagnostic utility of different blood components in gene expression analysis of sepsis. Shock, Nov 25 2015, Epub ahead of print (link)

  • Maslove DM, Wong HR. Gene expression profiling in sepsis: timing, tissue, and translational considerations. Trends Mol Med, 2014 Feb 15. pii: S1471-4914(14)00008-2. (link)

  • Maslove DM, Tang BM, McLean AS. Identification of sepsis subtypes in critically ill adults using gene expression profiling. Crit Care 2012 Oct 4;16(5):R183. (link)

DATA MINING & MACHINE LEARNING

  • Chan B, Sedghi A, Laird P, Maslove D, Mousavi P. “Predictive Modeling using Intensive Care Unit Data: Considerations for Data Pre-processing and Analysis.” Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:3429-3432. (link)

  • Chan B, Sedghi A, Laird P, Maslove D, Mousavi P. “Prediction of Patient-specific Acute Hypotensive Episodes in ICU Using Deep Models.” Conf Proc IEEE Eng Med Biol Soc. 2019 Jul;2019:566-569. (link)

  • Sharafoddini A, Dubin JA, Maslove DM, Lee J. “A New Insight Into Missing Data in Intensive Care Unit Patient Profiles: Observational Study.” JMIR Med Inform. 2019 Jan 8;7(1):e11605. (link)

  • Maslove DM, Dubin JA, Shrivats A, Lee J. Errors, omissions, and outliers in hourly vital signs measurements in intensive care.

  • Crit Care Med. 2016 Aug 9. [Epub ahead of print]

  • Lee J, Maslove DM, Dubin J. Personalized Mortality Prediction Driven by Electronic Medical Data and a Patient Similarity Metric. PLOS ONE, 2015 May 15. 10(5): e0127428. (link)

  • Lee J, Maslove DM. Using information theory to identify redundancy in common laboratory tests in the intensive care unit. BMC Med Inform Decis Mak, 2015; 15:59 (link)

  • Lee J, Maslove DM. Customization of a Severity of Illness Score Using Local Electronic Medical Record Data. J Intensive Care Med, 2015 May 12 (link)

  • Cusumano-Towner M, Li D, Tuo S, Krishnan G, Maslove DM. A social network of hospital acquired infection built from electronic medical record data. J Am Med Inform Assoc, Published Online First: 6 March 2013 (link)

  • Maslove DM, Podchiyska T, Lowe HJ. Discretization of continuous features in clinical datasets. J Am Med Inform Assoc 2012 Oct 11. (link)

CLINICAL INFORMATICS

  • Kroll RR, Boyd JG, Maslove DM. Accuracy of a Wrist-Worn Wearable Device for Monitoring Heart Rates in Hospital Inpatients: A Prospective Observational Study. J Med Internet Res 2016;18(9):e253. (link)

  • Maslove DM, Rizk N, Lowe HJ. Computerized Physician Order Entry (CPOE) in the Critical Care Environment: A Review of Current Literature. J Intensive Care Med. 2011 May-Jun;26(3):165-71. (link)

  • Maslove DM, Leiter RE, Griesman J, Arnott C, Mourad O, Chow CM, Bell CM. Electronic versus dictated hospital discharge summaries: a randomized controlled trial. J Gen Intern Med 2009 Sep;24(9):995-1001. (link)