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Selected Publications


Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches.

Journal Article PLOS Digit Health · July 2023 Blood oxygen saturation (SpO2) is an important measurement for monitoring patients with acute and chronic conditions that are associated with low blood oxygen levels. While smartwatches may provide a new method for continuous and unobtrusive SpO2 monitorin ... Full text Link to item Cite

A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications.

Journal Article Sensors (Basel, Switzerland) · October 2022 Background: Digital clinical measures collected via various digital sensing technologies such as smartphones, smartwatches, wearables, and ingestible and implantable sensors are increasingly used by individuals and clinicians to capture the health o ... Full text Cite

Recent Academic Research on Clinically Relevant Digital Measures: Systematic Review.

Journal Article Journal of medical Internet research · September 2021 BackgroundDigital clinical measures collected via various digital sensing technologies such as smartphones, smartwatches, wearables, ingestibles, and implantables are increasingly used by individuals and clinicians to capture health outcomes or be ... Full text Cite