Deep Neural Network Sleep Scoring Using Combined Motion and Heart Rate Variability Data.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ.
Sensors (Basel). 2020 Dec 23. 21(1). PMID: 33374527
Fellow or Post Doc
Shahab Haghayegh
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A comprehensive guideline for Bland-Altman and intra class correlation calculations to properly compare two methods of measurement and interpret findings.
Haghayegh S, Kang HA, Khoshnevis S, Smolensky MH, Diller KR.
Physiol Meas. 2020 06 15. 41(5):055012. PMID: 32252039
Application of deep learning to improve sleep scoring of wrist actigraphy.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR.
Sleep Med. 2020 10. 74:235-241. PMID: 32862006
Does before-bedtime body warming by bathing or other means attenuate sleep-time arterial blood pressure?
Smolensky MH, Haghayegh S, Khoshnevis S, Diller KR.
Chronobiol Int. 2020 01. 37(1):146-149. PMID: 31809590
Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ.
J Med Internet Res. 2019 11 28. 21(11):e16273. PMID: 31778122
Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ.
Chronobiol Int. 2020 01. 37(1):47-59. PMID: 31718308
Performance comparison of different interpretative algorithms utilized to derive sleep parameters from wrist actigraphy data.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ.
Chronobiol Int. 2019 12. 36(12):1752-1760. PMID: 31658822
Before-bedtime passive body heating by warm shower or bath to improve sleep: A systematic review and meta-analysis.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ.
Sleep Med Rev. 2019 08. 46:124-135. PMID: 31102877
Accuracy of PurePulse photoplethysmography technology of Fitbit Charge 2 for assessment of heart rate during sleep.
Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR.
Chronobiol Int. 2019 07. 36(7):927-933. PMID: 30990098