Utility of wearable physical activity monitors in cardiovascular disease: a systematic review of 11 464 patients and recommendations for optimal use.
Matthew Hammond-HaleyChristopher AllenJennie HanTiffany PattersonMichael MarberSimon RedwoodPublished in: European heart journal. Digital health (2021)
The collecting, processing, and reporting of accelerometer-related outcomes were highly heterogeneous. Most validation studies are limited to healthy young adults, while the paucity of methodological information disclosed renders interpretation of results and cross-study comparison challenging. While accelerometers are promising tools to measure real-world PA, we highlight current challenges facing their use in elderly multimorbid cardiology patients. We suggest recommendations to guide investigators using these devices in cardiovascular research. Future work is required to determine optimal methodology and consensus-based development of meaningful outcomes using raw acceleration data.
Keyphrases
- physical activity
- end stage renal disease
- cardiovascular disease
- young adults
- newly diagnosed
- ejection fraction
- chronic kidney disease
- type diabetes
- skeletal muscle
- healthcare
- acute kidney injury
- cardiac surgery
- body mass index
- metabolic syndrome
- electronic health record
- middle aged
- big data
- current status
- adipose tissue
- deep learning
- glycemic control