The Potential of Current Noninvasive Wearable Technology for the Monitoring of Physiological Signals in the Management of Type 1 Diabetes: Literature Survey.
Eleni DaskalakiAnne ParkinsonNicola Brew-SamMd Zakir HossainDavid Norman O'NealChristopher J NolanHanna SuominenPublished in: Journal of medical Internet research (2022)
Wearable sensors have the potential to augment T1D sensing with additional, informative biomarkers, which can be monitored noninvasively, seamlessly, and continuously. However, significant challenges associated with measurement accuracy, removal of noise and motion artifacts, and smart decision-making exist. Consequently, research should focus on harvesting the information hidden in the complex data generated by wearable sensors and on developing models and smart decision strategies to optimize the incorporation of these novel inputs into T1D interventions.
Keyphrases
- decision making
- type diabetes
- heart rate
- systematic review
- physical activity
- human health
- electronic health record
- air pollution
- cardiovascular disease
- glycemic control
- insulin resistance
- cross sectional
- magnetic resonance imaging
- big data
- health information
- risk assessment
- magnetic resonance
- skeletal muscle
- mass spectrometry
- adipose tissue
- quantum dots
- social media
- data analysis