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Development and Evaluation of Research Methods, Instruments and Tools (1431) Tools, Programs and Algorithms (608) Methods and Instruments in Medical Informatics (437) Geroinformatics and Electronic Clinical Information/Decision Making in Geriatrics (129) Data Science (727) Mathematical modeling in biology (7)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95321, first published .
Diverse groups of people in USA, UK, China with health data charts on laptop

Dataset-Agnostic Biological Age Calculator and Predictions of Mortality in NHANES (1999-2010), UK Biobank (2006-2010), and Dalian Heart Failure (2015-2023) Cohorts: Development and Validation Study

Dataset-Agnostic Biological Age Calculator and Predictions of Mortality in NHANES (1999-2010), UK Biobank (2006-2010), and Dalian Heart Failure (2015-2023) Cohorts: Development and Validation Study

Authors of this article:

Haipeng Liu1 Author Orcid Image ;   Angelina Amabi Perez Aranda2 Author Orcid Image ;   Anselm Au2 Author Orcid Image ;   Derek Wu3 Author Orcid Image ;   Haixin Zhou2 Author Orcid Image ;   Wing Tak Wong4 Author Orcid Image ;   Tong Liu5 Author Orcid Image ;   Mehrdad Shahmohammadi Beni2 Author Orcid Image ;   Gary Tse2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Haipeng Liu   1 , PhD ;   Angelina Amabi Perez Aranda   2 , MBBS ;   Anselm Au   2 , MSc ;   Derek Wu   3 , BEng ;   Haixin Zhou   2 , BEng ;   Wing Tak Wong   4 , PhD ;   Tong Liu   5 , PhD ;   Mehrdad Shahmohammadi Beni   2 , PhD ;   Gary Tse   2 , PhD

1 Cardiovascular Analytics Group, Kowloon, China (Hong Kong)

2 School of Nursing and Health Sciences, Hong Kong Metropolitan University, Ho Man Tin, Kowloon, China (Hong Kong)

3 Department of Biomedical Engineering and Health Sciences, McMaster University, Hamilton, ON, Canada

4 School of Life Sciences, Chinese University of Hong Kong, Shatin, China (Hong Kong)

5 Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China

Corresponding Author:

  • Gary Tse, PhD
  • School of Nursing and Health Sciences
  • Hong Kong Metropolitan University
  • 1 Sheung Shing Street
  • Ho Man Tin, Kowloon
  • China (Hong Kong)
  • Phone: +852 3970 2942
  • Email: garytse86@gmail.com