Literature DB >> 29200132

A Practical Comparison Between the Predictive Power of Population-based Risk Stratification Models Using Data From Electronic Health Records Versus Administrative Claims: Setting a Baseline for Future EHR-derived Risk Stratification Models.

Hadi Kharrazi1, Jonathan P Weiner.   

Abstract

Mesh：

Year:  2018        PMID： 29200132     DOI： 10.1097/MLR.0000000000000849

Source DB:  PubMed          Journal:  Med Care        ISSN： 0025-7079            Impact factor:   2.983


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  11 in total

1.  Comparing the Trends of Electronic Health Record Adoption Among Hospitals of the United States and Japan.

Authors:  Takako Kanakubo; Hadi Kharrazi
Journal:  J Med Syst       Date:  2019-06-11       Impact factor: 4.460

2.  Comorbidity Characterization Among eMERGE Institutions: A Pilot Evaluation with the Johns Hopkins Adjusted Clinical Groups® System.

Authors:  Casey Overby Taylor; Klaus W Lemke; Thomas M Richards; Kenneth D Roe; Ting He; Adelaide Arruda-Olson; David Carrell; Joshua C Denny; George Hripcsak; Krzysztof Kiryluk; Iftikhar Kullo; Eric B Larson; Peggy Peissig; Nephi A Walton; Wei Wei-Qi; Zi Ye; Christopher G Chute; Jonathan P Weiner
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2019-05-06

3.  Identifying vulnerable older adult populations by contextualizing geriatric syndrome information in clinical notes of electronic health records.

Authors:  Tao Chen; Mark Dredze; Jonathan P Weiner; Hadi Kharrazi
Journal:  J Am Med Inform Assoc       Date:  2019-08-01       Impact factor: 4.497

4.  Assessing the Impact of Body Mass Index Information on the Performance of Risk Adjustment Models in Predicting Health Care Costs and Utilization.

Authors:  Hadi Kharrazi; Hsien-Yen Chang; Sara E Heins; Jonathan P Weiner; Kimberly A Gudzune
Journal:  Med Care       Date:  2018-12       Impact factor: 2.983

5.  How to Classify Super-Utilizers: A Methodological Review of Super-Utilizer Criteria Applied to the Utah Medicaid Population, 2016-2017.

Authors:  Carl J Grafe; Roberta Z Horth; Nelson Clayton; Angela Dunn; Navina Forsythe
Journal:  Popul Health Manag       Date:  2019-08-19       Impact factor: 2.459

6.  Extraction of Geriatric Syndromes From Electronic Health Record Clinical Notes: Assessment of Statistical Natural Language Processing Methods.

Authors:  Tao Chen; Mark Dredze; Jonathan P Weiner; Leilani Hernandez; Joe Kimura; Hadi Kharrazi
Journal:  JMIR Med Inform       Date:  2019-03-26

7.  Exploring the use of machine learning for risk adjustment: A comparison of standard and penalized linear regression models in predicting health care costs in older adults.

Authors:  Hong J Kan; Hadi Kharrazi; Hsien-Yen Chang; Dave Bodycombe; Klaus Lemke; Jonathan P Weiner
Journal:  PLoS One       Date:  2019-03-06       Impact factor: 3.240

8.  Using machine learning to assess the predictive potential of standardized nursing data for home healthcare case-mix classification.

Authors:  Maud H de Korte; Gertjan S Verhoeven; Arianne M J Elissen; Silke F Metzelthin; Dirk Ruwaard; Misja C Mikkers
Journal:  Eur J Health Econ       Date:  2020-06-29

9.  Internet Access, Social Risk Factors, and Web-Based Social Support Seeking Behavior: Assessing Correlates of the "Digital Divide" Across Neighborhoods in The State of Maryland.

Authors:  Elham Hatef; Xiaomeng Ma; Yahya Shaikh; Hadi Kharrazi; Jonathan P Weiner; Darrell J Gaskin
Journal:  J Med Syst       Date:  2021-09-19       Impact factor: 4.460

10.  Improving the Prediction of Persistent High Health Care Utilizers: Retrospective Analysis Using Ensemble Methodology.

Authors:  Stephanie N Howson; Michael J McShea; Raghav Ramachandran; Howard S Burkom; Hsien-Yen Chang; Jonathan P Weiner; Hadi Kharrazi
Journal:  JMIR Med Inform       Date:  2022-03-24
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