Literature DB >> 22254426

Toward a taxonomy of autonomic sleep patterns with electrodermal activity.

Akane Sano1, Rosalind W Picard.   

Abstract

This paper presents a first version of a taxonomy of automatic sleep patterns found with the Affectiva Q™ Sensor, a wireless, logging biosensor that measures skin conductance, skin temperature, and motion comfortably from the wrist. Several studies have examined electrodermal activity (EDA) during sleep, but they focused on an analysis of EDA for only a small number of nights. We quantitatively analyzed EDA during sleep in three study situations: (1) Comparing EDA with polysomnography (PSG) from seven subjects in a sleep lab, (2) Characterizing multiple nights of EDA in a sleep lab, in a hospital and at home from 24 subjects, and (3) Gathering long-term EDA (30-60 nights) patterns from three subjects during home sleep. After gathering this rich corpus of data, we characterized inter- and intra-individual differences of EDA features and the relation of EDA peaks to subjective sleep quality. Here we present results from the three studies in an effort to begin to characterize autonomic patterns found in natural sleep.

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Year:  2011        PMID: 22254426     DOI: 10.1109/IEMBS.2011.6090178

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  7 in total

1.  Taking Personalized Medicine Seriously: Biomarker Approaches in Phase IIb/III Studies in Major Depression and Schizophrenia.

Authors:  Harald Murck; Thomas Laughren; Femke Lamers; Rosalind Picard; Sebastian Walther; Donald Goff; Stephen Sainati
Journal:  Innov Clin Neurosci       Date:  2015 Mar-Apr

2.  Sleep quality prediction in caregivers using physiological signals.

Authors:  Reza Sadeghi; Tanvi Banerjee; Jennifer C Hughes; Larry W Lawhorne
Journal:  Comput Biol Med       Date:  2019-05-20       Impact factor: 4.589

3.  Comparison of sleep-wake classification using electroencephalogram and wrist-worn multi-modal sensor data.

Authors:  Akane Sano; Rosalind W Picard
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

4.  Making big data useful for health care: a summary of the inaugural mit critical data conference.

Authors:  Omar Badawi; Thomas Brennan; Leo Anthony Celi; Mengling Feng; Marzyeh Ghassemi; Andrea Ippolito; Alistair Johnson; Roger G Mark; Louis Mayaud; George Moody; Christopher Moses; Tristan Naumann; Marco Pimentel; Tom J Pollard; Mauro Santos; David J Stone; Andrew Zimolzak
Journal:  JMIR Med Inform       Date:  2014-08-22

5.  Learning Using Concave and Convex Kernels: Applications in Predicting Quality of Sleep and Level of Fatigue in Fibromyalgia.

Authors:  Elyas Sabeti; Jonathan Gryak; Harm Derksen; Craig Biwer; Sardar Ansari; Howard Isenstein; Anna Kratz; Kayvan Najarian
Journal:  Entropy (Basel)       Date:  2019-04-28       Impact factor: 2.524

6.  Wireless Measurement of Sympathetic Arousal During in vivo Occupational Therapy Sessions.

Authors:  Elliot Hedman; Sarah A Schoen; Lucy J Miller; Rosalind Picard
Journal:  Front Integr Neurosci       Date:  2020-10-29

7.  ECOCAPTURE@HOME: Protocol for the Remote Assessment of Apathy and Its Everyday-Life Consequences.

Authors:  Valérie Godefroy; Richard Levy; Arabella Bouzigues; Armelle Rametti-Lacroux; Raffaella Migliaccio; Bénédicte Batrancourt
Journal:  Int J Environ Res Public Health       Date:  2021-07-23       Impact factor: 3.390

  7 in total

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