Show simple item record

AuthorAlhaddad, Ahmad Yaser
AuthorAly, Hussein
AuthorGad, Hoda
AuthorElgassim, Einas
AuthorMohammed, Ibrahim
AuthorBaagar, Khaled
AuthorAl-Ali, Abdulaziz
AuthorSadasivuni, Kishor Kumar
AuthorCabibihan, John John
AuthorMalik, Rayaz A.
Available date2023-11-21T09:56:32Z
Publication Date2023-06-01
Publication NameSensors
Identifierhttp://dx.doi.org/10.3390/s23115003
CitationAlhaddad, A. Y., Aly, H., Gad, H., Elgassim, E., Mohammed, I., Baagar, K., ... & Malik, R. A. (2023). Longitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions. Sensors, 23(11), 5003.‏
ISSN14248220
URIhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85161581576&origin=inward
URIhttp://hdl.handle.net/10576/49564
AbstractGlucose monitoring is key to the management of diabetes mellitus to maintain optimal glucose control whilst avoiding hypoglycemia. Non-invasive continuous glucose monitoring techniques have evolved considerably to replace finger prick testing, but still require sensor insertion. Physiological variables, such as heart rate and pulse pressure, change with blood glucose, especially during hypoglycemia, and could be used to predict hypoglycemia. To validate this approach, clinical studies that contemporaneously acquire physiological and continuous glucose variables are required. In this work, we provide insights from a clinical study undertaken to study the relationship between physiological variables obtained from a number of wearables and glucose levels. The clinical study included three screening tests to assess neuropathy and acquired data using wearable devices from 60 participants for four days. We highlight the challenges and provide recommendations to mitigate issues that may impact the validity of data capture to enable a valid interpretation of the outcomes.
Languageen
PublisherMDPI
Subjectcontinuous blood glucose
data collection
diabetes management
longitudinal monitoring
machine learning
wearable devices
TitleLongitudinal Studies of Wearables in Patients with Diabetes: Key Issues and Solutions
TypeArticle
Issue Number11
Volume Number23
dc.accessType Open Access


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record