The development of a mobile app‐focused deduplication strategy for the Apple Heart Study that informs recommendations for future digital trials

Author:

Garcia Ariadna12,Lee Justin12,Balasubramanian Vidhya12,Gardner Rebecca12ORCID,Gummidipundi Santosh E.12,Hung Grace3,Ferris Todd3,Cheung Lauren4,Desai Sumbul4,Granger Christopher B.5,Hills Mellanie True6ORCID,Kowey Peter7,Nag Divya4,Rumsfeld John S.8,Russo Andrea M.9,Stein Jeffrey W.4,Talati Nisha10,Tsay David4,Mahaffey Kenneth W.10,Perez Marco V.2,Turakhia Mintu P.211,Hedlin Haley12,Desai Manisha12ORCID,

Affiliation:

1. Quantitative Sciences Unit Stanford University School of Medicine Stanford California USA

2. Department of Medicine Stanford University School of Medicine Stanford California USA

3. Technology and Digital Solutions Stanford Health Care and School of Medicine California, Stanford USA

4. Apple Inc. Cupertino California USA

5. Duke Clinical Research Institute Duke University Durham North Carolina USA

6. StopAfib.org American Foundation for Women's Health Decatur Texas USA

7. Lankenau Heart Institute and Jefferson Medical College Philadelphia Pennsylvania USA

8. Department of Medicine University of Colorado School of Medicine Aurora Colorado USA

9. Department of Medicine Cooper Medical School of Rowan University Camden New Jersey USA

10. Stanford Center for Clinical Research Stanford University School of Medicine Stanford California USA

11. Center for Digital Health Stanford University School of Medicine Stanford California USA

Funder

Apple

National Institutes of Health

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference16 articles.

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2. Chaudhuri S. Ganjam K. Ganti V. &Motwani R.(2003).Robust and efficient fuzzy match for online data cleaning. In Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data 2003 Jun 9 (pp.313–324).

3. Clinical Trials Transformation Initiative. (2022).Digital health trials. Accessed on Feb 1 2022 fromhttps://ctti-clinicaltrials.org/our-work/digital-health-trials/

4. Cohen W. Ravikumar P. &Fienberg S.(2003).A comparison of string metrics for matching names and records. In: Kdd workshop on data cleaning and object consolidation 2003 Aug 24 (Vol.3 pp.73–78).

5. Statistical Methods for Rates and Proportions

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