Literature DB >> 25601948

Using "big data" to dissect clinical heterogeneity.

Russ B Altman1, Euan A Ashley2.   

Abstract

Keywords:  Editorials; artificial intelligence; cluster analysis; data collection; informatics

Mesh：

Year:  2015        PMID： 25601948     DOI： 10.1161/CIRCULATIONAHA.114.014106

Source DB:  PubMed          Journal:  Circulation        ISSN： 0009-7322            Impact factor:   29.690


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  14 in total

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2.  Clinician's Commentary on Patterson et al.1.

Authors:  Sue Peters
Journal:  Physiother Can       Date:  2017       Impact factor: 1.037

Review 3.  Big data analytics to improve cardiovascular care: promise and challenges.

Authors:  John S Rumsfeld; Karen E Joynt; Thomas M Maddox
Journal:  Nat Rev Cardiol       Date:  2016-03-24       Impact factor: 32.419

4.  The emerging landscape of health research based on biobanks linked to electronic health records: Existing resources, statistical challenges, and potential opportunities.

Authors:  Lauren J Beesley; Maxwell Salvatore; Lars G Fritsche; Anita Pandit; Arvind Rao; Chad Brummett; Cristen J Willer; Lynda D Lisabeth; Bhramar Mukherjee
Journal:  Stat Med       Date:  2019-12-20       Impact factor: 2.373

Review 5.  Epigenetics and precision medicine in cardiovascular patients: from basic concepts to the clinical arena.

Authors:  Sarah Costantino; Peter Libby; Raj Kishore; Jean-Claude Tardif; Assam El-Osta; Francesco Paneni
Journal:  Eur Heart J       Date:  2018-12-14       Impact factor: 29.983

Review 6.  Advances in Machine Learning Approaches to Heart Failure with Preserved Ejection Fraction.

Authors:  Faraz S Ahmad; Yuan Luo; Ramsey M Wehbe; James D Thomas; Sanjiv J Shah
Journal:  Heart Fail Clin       Date:  2022-03-04       Impact factor: 3.179

7.  Cluster Individuals Based on Phenotype and Determine the Risk for Atrial Fibrillation in the PREVEND and Framingham Heart Study Populations.

Authors:  Michiel Rienstra; Bastiaan Geelhoed; Xiaoyan Yin; Joylene E Siland; Rob A Vermond; Bart A Mulder; Pim Van Der Harst; Hans L Hillege; Emelia J Benjamin; Isabelle C Van Gelder
Journal:  PLoS One       Date:  2016-11-10       Impact factor: 3.240

8.  Defining Phenotypes in Diabetic Nephropathy: a novel approach using a cross-sectional analysis of a single centre cohort.

Authors:  Rosa M Montero; Athula Herath; Ashfaq Qureshi; Ehsanollah Esfandiari; Charles D Pusey; Andrew H Frankel; Frederick W K Tam
Journal:  Sci Rep       Date:  2018-01-08       Impact factor: 4.379

9.  Big data and medical research in China.

Authors:  Luxia Zhang; Haibo Wang; Quanzheng Li; Ming-Hui Zhao; Qi-Min Zhan
Journal:  BMJ       Date:  2018-02-05

10.  Big data are coming to psychiatry: a general introduction.

Authors:  Scott Monteith; Tasha Glenn; John Geddes; Michael Bauer
Journal:  Int J Bipolar Disord       Date:  2015-09-29
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