[HTML][HTML] AI-Driven sleep staging from actigraphy and heart rate
TA Song, SR Chowdhury, M Malekzadeh, S Harrison… - Plos one, 2023 - journals.plos.org
Sleep is an important indicator of a person's health, and its accurate and cost-effective
quantification is of great value in healthcare. The gold standard for sleep assessment and …
quantification is of great value in healthcare. The gold standard for sleep assessment and …
Performance of a convolutional neural network derived from PPG signal in classifying sleep stages
Automatic sleep stage classification is vital for evaluating the quality of sleep.
Conventionally, sleep is monitored using multiple physiological sensors that are …
Conventionally, sleep is monitored using multiple physiological sensors that are …
SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers
Advances in camera-based physiological monitoring have enabled the robust non-contact
measurement of respiration and the cardiac pulse which are known to be indicative of the …
measurement of respiration and the cardiac pulse which are known to be indicative of the …
[HTML][HTML] Evaluating reliability in wearable devices for sleep staging
Sleep is crucial for physical and mental health, but traditional sleep quality assessment
methods have limitations. This scoping review analyzes 35 articles from the past decade …
methods have limitations. This scoping review analyzes 35 articles from the past decade …
Sleep assessment by means of a wrist actigraphy-based algorithm: agreement with polysomnography in an ambulatory study on older adults
G Regalia, G Gerboni, M Migliorini, M Lai… - Chronobiology …, 2021 - Taylor & Francis
The purpose of the present work is to examine, on a clinically diverse population of older
adults (N= 46) sleeping at home, the performance of two actigraphy-based sleep tracking …
adults (N= 46) sleeping at home, the performance of two actigraphy-based sleep tracking …
[HTML][HTML] Real-time, automatic, open-source sleep stage classification system using single EEG for mice
We developed a real-time sleep stage classification system with a convolutional neural
network using only a one-channel electro-encephalogram source from mice and universally …
network using only a one-channel electro-encephalogram source from mice and universally …
[HTML][HTML] Imaging the temporal dynamics of brain states with highly sampled fMRI
The spontaneous dynamics of the brain modulate its function from moment to moment,
shaping neural computation and cognition. Functional MRI (fMRI), while classically used as …
shaping neural computation and cognition. Functional MRI (fMRI), while classically used as …
Screening and evaluation of sleep disturbances and sleep disorders in children and adolescents
SKR Baddam, CA Canapari… - Child and …, 2021 - childpsych.theclinics.com
Screening and Evaluation of Sleep Disturbances and Sleep Disorders in Children and
Adolescents - Child and Adolescent Psychiatric Clinics Skip to Main Content Advertisement …
Adolescents - Child and Adolescent Psychiatric Clinics Skip to Main Content Advertisement …
Validation of photoplethysmography-and acceleration-based sleep staging in a community sample: comparison with polysomnography and Actiwatch
PK Liu, N Ting, HC Chiu, YC Lin, YT Liu… - Journal of Clinical …, 2023 - jcsm.aasm.org
Study Objectives: Although wrist-worn consumer wearables are widely used for home sleep
monitoring, few have been validated. It is unclear whether consumer wearables could be an …
monitoring, few have been validated. It is unclear whether consumer wearables could be an …
Daytime sleep-tracking performance of four commercial wearable devices during unrestricted home sleep
ED Chinoy, JA Cuellar, JT Jameson… - Nature and Science of …, 2023 - Taylor & Francis
Purpose Previous studies have found that many commercial wearable devices can
accurately track sleep-wake patterns in laboratory or home settings. However, nearly all …
accurately track sleep-wake patterns in laboratory or home settings. However, nearly all …