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Predicting disease risks from highly imbalanced data using random forest.
BMC Med Inform Decis Mak. 2011 Jul 29;11:51. doi: 10.1186/1472-6947-11-51.
BMC Med Inform Decis Mak. 2011.
PMID: 21801360
Free PMC article.
Quantifying care coordination using natural language processing and domain-specific ontology.
Popejoy LL, Khalilia MA, Popescu M, Galambos C, Lyons V, Rantz M, Hicks L, Stetzer F.
Popejoy LL, et al. Among authors: khalilia ma.
J Am Med Inform Assoc. 2015 Apr;22(e1):e93-103. doi: 10.1136/amiajnl-2014-002702. Epub 2014 Oct 16.
J Am Med Inform Assoc. 2015.
PMID: 25324557
Free PMC article.
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Comparing Aging in Place to Home Health Care: Impact of Nurse Care Coordination On Utilization and Costs.
Popejoy LL, Galambos C, Stetzer F, Popescu M, Hicks L, Khalilia MA, Rantz MJ, Marek KD.
Popejoy LL, et al. Among authors: khalilia ma.
Nurs Econ. 2015 Nov-Dec;33(6):306-13.
Nurs Econ. 2015.
PMID: 26845818
Free PMC article.
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Identifying Patients at Risk of High Healthcare Utilization.
Sheets L, Popejoy L, Aprn GB, Khalilia M, Petroski G, Parker JC.
Sheets L, et al. Among authors: khalilia m.
AMIA Annu Symp Proc. 2017 Feb 10;2016:1129-1138. eCollection 2016.
AMIA Annu Symp Proc. 2017.
PMID: 28269910
Free PMC article.
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Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction.
Chen R, Su H, Khalilia M, Lin S, Peng Y, Davis T, Hirsh DA, Searles E, Tejedor-Sojo J, Thompson M, Sun J.
Chen R, et al. Among authors: khalilia m.
AMIA Annu Symp Proc. 2015 Nov 5;2015:406-15. eCollection 2015.
AMIA Annu Symp Proc. 2015.
PMID: 26958172
Free PMC article.
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Clinical Predictive Modeling Development and Deployment through FHIR Web Services.
Khalilia M, Choi M, Henderson A, Iyengar S, Braunstein M, Sun J.
Khalilia M, et al.
AMIA Annu Symp Proc. 2015 Nov 5;2015:717-26. eCollection 2015.
AMIA Annu Symp Proc. 2015.
PMID: 26958207
Free PMC article.
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The Digital Slide Archive: A Software Platform for Management, Integration, and Analysis of Histology for Cancer Research.
Gutman DA, Khalilia M, Lee S, Nalisnik M, Mullen Z, Beezley J, Chittajallu DR, Manthey D, Cooper LAD.
Gutman DA, et al. Among authors: khalilia m.
Cancer Res. 2017 Nov 1;77(21):e75-e78. doi: 10.1158/0008-5472.CAN-17-0629.
Cancer Res. 2017.
PMID: 29092945
Free PMC article.
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