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)