Applying Advanced Analytics in Clinical Care
Event Date
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AHRQ hosted a Web conference to discuss how advanced analytics can be applied into clinical care.
Turchin, Alexander
Identification of Patients with Low Life Expectancy - Final Report
Citation
Turchin A. Identification of Patients with Low Life Expectancy - Final Report. (Prepared by Cincinnati Children's Hospital Medical Center under Grant No. R21 HS024977). Rockville, MD: Agency for Healthcare Research and Quality, 2019.
Principal Investigator
Project Name
Identification of Patients with Low Life Expectancy
Description
This research combined the artificial intelligence technology technique Dynamic Logic with natural language processing to create a model to predict risk of death over the next 12 months and found it was better than benchmark statistical and machine learning algorithms.
Grant Number
R01 HS024090
Principal Investigator(s)
Lexical concept distribution reflects clinical practice.
Citation
Breydo E, Shubina M, Shalaby JW, et al. Lexical concept distribution reflects clinical practice. AMIA Annu Symp Proc 2012;2012:61-6. PMID: 23304273.
Principal Investigator
Following the money: copy-paste of lifestyle counseling documentation and provider billing.
Citation
Zhang M, Shubina M, Morrison F, et al. Following the money: copy-paste of lifestyle counseling documentation and provider billing. BMC Health Serv Res 2013 Oct 2;13:377. PMID: 24225135.
Principal Investigator
Electronic documentation of lifestyle counseling and glycemic control in patients with diabetes.
Citation
Hosomura N, Goldberg SI, Shubina M, et al. Electronic documentation of lifestyle counseling and glycemic control in patients with diabetes. Diabetes Care 2015 Jul;38(7):1326-32. PMID: 26070590.
Principal Investigator
Performance of primary care physicians and other providers on key process measures in the treatment of diabetes.
Citation
Morrison F, Shubina M, Goldberg SI, et al. Performance of primary care physicians and other providers on key process measures in the treatment of diabetes. Diabetes Care 2013;36(5):1147-52.
Principal Investigator
Identification of documented medication non-adherence in physician notes.
Citation
Turchin A, Wheeler HI, Labreche M, et al. Identification of documented medication non-adherence in physician notes. AMIA Annu Symp Proc 2008 Nov 6:732-6.
Principal Investigator
Routinely measuring and reporting pneumococcal vaccination among immunosuppressed rheumatology outpatients: the first step in improving quality.
Citation
Desai SP, Turchin A, Szent-Gyorgyi LE, et al. Routinely measuring and reporting pneumococcal vaccination among immunosuppressed rheumatology outpatients: the first step in improving quality. Rheumatology (Oxford) 2011 Feb; 50(2):366-72.
Principal Investigator
Prevalence and factors affecting home blood pressure documentation in routine clinical care: a retrospective study.
Citation
Kramer MH, Breydo E, Shubina M, et al. Prevalence and factors affecting home blood pressure documentation in routine clinical care: a retrospective study. BMC Health Serv Res 2010 May 27;10:139.
Principal Investigator