Quantified Sleep - Science behind the sleep trackers

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Emer O’Hare M.E. Biomedical Engineering B.E. Electronic Engineering

Transcript of Quantified Sleep - Science behind the sleep trackers

Page 1: Quantified Sleep - Science behind the sleep trackers

Emer O’HareM.E. Biomedical Engineering

B.E. Electronic Engineering

Page 2: Quantified Sleep - Science behind the sleep trackers

Overview:My Sleep LearningsSleep MeasurementSleep ApneaSleep differences

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My Sleep Learnings:Pre-sleep food/drink Changes in body

temperature

National Centre of Sleep Disorders Research (USA)

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PolysomnographyAdvantages Disadvantage

sVery accurate

Multiple measures

Detailed analysis

Clinical practice

Supervision required (Expensive)

Intrusive

Human scoring (subjective)

Typically one night (no trends)

paradisesleep.com

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Sleep Stages:Stage PSG OtherWake • EEG low

voltage, fast and random

• EEG Beta/Alpha waves

• Active limb/torso movement

• Variation in breathing and heart rate

Light Sleep

• EEG theta waves

• EEG Sleep spindles and K complexes

• Reduced limb/torso movement

• Reduced variation in breathing and heart rate

Deep Sleep

• EEG Delta waves

• No limb/torso movement

• Very regular and slower breathing and heart rate

REM • EEG low voltage, fast and sawtooth waves

• EOG movement

• No limb/torso movement

• Variation in breathing and heart rate

http://www.slideshare.net/ashrafeladawy/sleep-disordered-breathing

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Sleep Apnea:Pickwickian Syndrome (1836) Obstructive Sleep Apnea

Sleep Apnea Diagram from msunites.com

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Obstructive Sleep Apnea:Clinical thresholds:

http://www.slideshare.net/ashrafeladawy/sleep-disordered-breathing

AHI Value Category<5 Normal5-15 mild15-30 moderate>30 severe

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Sleep DifferencesSleep duration: Sleep and age

2007, Loughborough Sleep Research Centre on-line sleep survey (Professor Jim Horne)

http://sleepdisorders.sleepfoundation.org

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Thanks