Literature DB >> 29878223

The potential value of social determinants of health in predicting health outcomes.

Jessica S Ancker1, Min-Hyung Kim1, Yiye Zhang1, Yongkang Zhang2, Jyotishman Pathak1.   

Abstract

Mesh：

Year:  2018        PMID： 29878223      PMCID： PMC7646877          DOI： 10.1093/jamia/ocy061

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN： 1067-5027            Impact factor:   4.497


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  4 in total

1.  Assessing the capacity of social determinants of health data to augment predictive models identifying patients in need of wraparound social services.

Authors:  Suranga N Kasthurirathne; Joshua R Vest; Nir Menachemi; Paul K Halverson; Shaun J Grannis
Journal:  J Am Med Inform Assoc       Date:  2018-01-01       Impact factor: 4.497

2.  Closing the gap in a generation: health equity through action on the social determinants of health.

Authors:  Michael Marmot; Sharon Friel; Ruth Bell; Tanja A J Houweling; Sebastian Taylor
Journal:  Lancet       Date:  2008-11-08       Impact factor: 79.321

3.  Social Determinants of Risk and Outcomes for Cardiovascular Disease: A Scientific Statement From the American Heart Association.

Authors:  Edward P Havranek; Mahasin S Mujahid; Donald A Barr; Irene V Blair; Meryl S Cohen; Salvador Cruz-Flores; George Davey-Smith; Cheryl R Dennison-Himmelfarb; Michael S Lauer; Debra W Lockwood; Milagros Rosal; Clyde W Yancy
Journal:  Circulation       Date:  2015-08-03       Impact factor: 29.690

4.  Bias in random forest variable importance measures: illustrations, sources and a solution.

Authors:  Carolin Strobl; Anne-Laure Boulesteix; Achim Zeileis; Torsten Hothorn
Journal:  BMC Bioinformatics       Date:  2007-01-25       Impact factor: 3.169
  4 in total
  3 in total

1.  Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review.

Authors:  Min Chen; Xuan Tan; Rema Padman
Journal:  J Am Med Inform Assoc       Date:  2020-11-01       Impact factor: 4.497

2.  Predicting health-related social needs in Medicaid and Medicare populations using machine learning.

Authors:  Jennifer Holcomb; Luis C Oliveira; Linda Highfield; Kevin O Hwang; Luca Giancardo; Elmer Victor Bernstam
Journal:  Sci Rep       Date:  2022-03-16       Impact factor: 4.379

3.  Repeatable enhancement of healthcare data with social determinants of health.

Authors:  Melody L Greer; Cilia E Zayas; Sudeepa Bhattacharyya
Journal:  Front Big Data       Date:  2022-08-01
  3 in total

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