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This paper is in the following e-collection/theme issue:

Novel Sensors and Data Acquisition Methods in Cardiology (254) mHealth for Wellness, Behavior Change and Prevention (4171) Wearable Devices and Sensors (1501) Fitness Trackers and Smart Pedometers/Accelerometers (773) Mobile Apps for Cardiology (218) Cardiac Disease Management (180) Innovations and Technology for Physical Activity Education (1040)

Published on in Vol 6, No 2 (2022): Jul-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35796, first published .
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Cardiorespiratory Fitness Estimation Based on Heart Rate and Body Acceleration in Adults With Cardiovascular Risk Factors: Validation Study

Cardiorespiratory Fitness Estimation Based on Heart Rate and Body Acceleration in Adults With Cardiovascular Risk Factors: Validation Study

Authors of this article:

Antti-Pekka E Rissanen1, 2, 3 Author Orcid Image ;   Mirva Rottensteiner1, 4 Author Orcid Image ;   Urho M Kujala4 Author Orcid Image ;   Jari L O Kurkela5 Author Orcid Image ;   Jan Wikgren5 Author Orcid Image ;   Jari A Laukkanen1, 6 Author Orcid Image
Article Authors Cited by (5) Tweetations (4) Metrics

Journals

  1. Ye X, Sun M, Yu S, Yang J, Liu Z, Lv H, Wu B, He J, Wang X, Huang L. Smartwatch-Based Maximum Oxygen Consumption Measurement for Predicting Acute Mountain Sickness: Diagnostic Accuracy Evaluation Study. JMIR mHealth and uHealth 2023;11:e43340 View
  2. SALMIO A, RISSANEN A, KURKELA J, ROTTENSTEINER M, SEIPÄJÄRVI S, JUURAKKO J, KUJALA U, LAUKKANEN J, WIKGREN J. Cardiorespiratory fitness is linked with heart rate variability during stress in "at-risk" adults. The Journal of Sports Medicine and Physical Fitness 2024;64(4) View
  3. Kang B, Hong M. Digital Interventions for Reducing Loneliness and Depression in Korean College Students: A Mixed-Methods Evaluation (Preprint). JMIR Formative Research 2024 View
  4. Shen T, Hu G, Zhao W, Ren C. Deep learning prediction of peak oxygen uptake in patients with coronary heart disease: a retrospective study. BMJ Open 2025;15(10):e098878 View
  5. Vermunicht P, Buyck C, Naessens S, Hens W, Van Craenenbroeck E, Laukens K, Desteghe L, Heidbuchel H. Heart Rate Monitors for the Estimation of Physical Activity in Patients With Cardiovascular Disease: Systematic Review. JMIR mHealth and uHealth 2026;14:e79995 View