Association of Smartwatch-Based Heart Rate and Physical Activity With Cardiorespiratory Fitness Measures in the Community: Cohort Study.
Yuankai ZhangXuzhi WangChathurangi H PathiravasanNicole L SpartanoHonghuang LinBelinda BorrelliEmelia J BenjaminDavid D McManusMartin D LarsonRamachandran S VasanRavi V ShahGregory D LewisChunyu LiuJoanne M MurabitoMatthew NayorPublished in: Journal of medical Internet research (2024)
), ventilatory efficiency, and blood pressure response to exercise. Metrics captured by wearable devices offer a valuable opportunity to use extensive data on health factors and behaviors to provide a window into individual cardiovascular fitness levels.
Keyphrases
- heart rate
- physical activity
- blood pressure
- healthcare
- mental health
- heart rate variability
- public health
- hypertensive patients
- electronic health record
- body mass index
- health information
- big data
- body composition
- sleep quality
- health promotion
- resistance training
- type diabetes
- machine learning
- adipose tissue
- human health
- blood glucose
- weight loss
- risk assessment