Article

Multi-domain Estimation of Health-Related Physical Fitness from Smartwatches

2024-08-09

Abstract excerpt

<title>Abstract</title> <p>Health-related physical fitness (HRPF) has demonstrated high clinical relevance, and its level is associated with the ability to perform activities of daily living with vigor and with lower risk of chronic diseases. Measuring and tracking HRPF often requires specialized equipment and personnel, which are expensive and less applicable for the general population. Wearables may mitigate th...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 08b62811-59bf-56d6-a1a7-7f0b6cf98fd7
DOI: 10.21203/rs.3.rs-4725158/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Multi-domain Estimation of Health-Related Physical Fitness from SmartwatchesDOI 10.21203/rs.3.rs-4725158/v1Read

Reference values for cut-point-free and traditional accelerometer metrics and associations with cardiorespiratory fitness: a cross-sectional study of healthy adults aged 20 to 89 yearsSemantic proximity Read

11 million days of longitudinal wearable data reveal novel future health insightsSemantic proximity Read

Digital Biomarker Representing Frailty Phenotypes: The Use of Machine Learning and Sensor-Based Sit-to-Stand Test.Semantic proximity Read

Physical activity and cardiorespiratory fitness in atherosclerotic cardiovascular disease risk prediction: integrating digital phenotyping, mechanistic insights, and multimodal clinical prediction for actionable stratification.Semantic proximity Read

Stepping in Place (SIP) as a Novel Physical Ability Assessment in Neurorehabilitation: A Wearable Device-based Validation StudySemantic proximity Read

The genetic case for cardiorespiratory fitness as a clinical vital sign and the routine prescription of physical activity in healthcareSemantic proximity Read

The genetic case for cardiorespiratory fitness as a clinical vital sign and the routine prescription of physical activity in healthcare.Semantic proximity Read

Digital Biomarkers of Physical Frailty and Frailty Phenotypes Using Sensor-Based Physical Activity and Machine Learning.Semantic proximity Read

Demographic and Functional Characterization of Individuals Engaging in Physical Activity at Gyms: Who Exercises and Who Needs It Most?Semantic proximity Read

Beyond fitness tracking: The use of consumer-grade wearable data from normal volunteers in cardiovascular and lipidomics researchSemantic proximity Read

Assessing activity energy expenditure from body-worn sensors during free-livingSemantic proximity Read

Wearable Technology in the Management of Complex Chronic Illness: Preliminary Survey Results on Self-Reported OutcomesSemantic proximity Read