… sleep assessment has not been directly compared to alternatives such as wrist actigraphy
or polysomnography … participant sleep at home using a sleep diary and wrist actigraphy (…

… sleep/wake detection algorithms for efficient on-device sleep … the model mapping anamnestic
and behavioral information, and (… alignment between actigraphy and polysomnography, we …

… with physiological and behavioral alterations of sleep, especially an … sleep detection, the
algorithm (hereafter referred to as … -based sleep staging compared with polysomnography in …

… Actigraphy devices produced average estimations of sleep … sleep in the order of 2–3 min
according to polysomnography (… behavioural responses to tone stimuli to estimate sleep onset…

… onset, and final awakening in healthy adults compared with PSG or actigraphy. The next …
Developing a wearable that can account for variability in sleep behaviors across individuals …

… compared our optimized method against polysomnography, … , actigraphy algorithms have
only been optimised to detect … been spent in active behaviour and participants would have …

… actigraphy can generally only be used to determine sleep/wake patterns. The detection and
further analysis of sleep … These behavioral differences and their physiological responses are …

… well or better than the mobile sleep assessment standard, actigraphy, on key performance
metrics. … and behavioral data inputs and continued improvements in sensor technology, sleep-…

… polysomnography for sleep/wake detection, total sleep time, sleep efficiency, wake after
sleep onset and sleep … To overcome these limitations, wrist actigraphs have been developed …

… onset latency compared to polysomnography [22]. This result … research-grade actigraphy for
the detection of sleep and wake… elicit behaviour change to try to encourage them to get more …