Apnea detection using wrist actigraphy in patients with heterogeneous sleep disorders

Apnea detection using wrist actigraphy in patients with heterogeneous sleep disorders

Abstract Obstructive sleep apnea (OSA) and related hypoxia are well-established cardiovascular and neurocognitive risk factors. Current multi-sensor diagnostic approaches are intrusive and prone to misdiagnosis when simplified. This study introduces an enhanced single-sensor-based OSA screening meth...

Full description

Saved in:

Bibliographic Details
Main Authors:	Xiaoman Xing, Sizhi Ai, Jihui Zhang, Rui Huang, Yaping Liu, Dongming Quan, Jiacheng Ma, Guoli Wu, Jiangen Xu, Yuan Zhang, Hongliang Feng, Wen-fei Dong
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-05-01
Series:	Scientific Reports
Subjects:	Wrist actigraphy Apnea Oxygen desaturation Tokenization Multi-head causal attention
Online Access:	https://doi.org/10.1038/s41598-025-01430-3
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Feasibility of High-Resolution Oximeter Plus Actigraphy Combined with a Cloud-Based Algorithm for the Detection of Obstructive Sleep Apnea in Children with Craniofacial Anomalies
by: Sergio Henrique Kiemle Trindade, et al.

Longer respiratory events in childhood obstructive sleep apnea syndrome constitute a trait of older children with excessive daytime sleepiness
by: Plamen Bokov, et al.
Published: (2025-02-01)

Sleep and physical activity characteristics in university students during the COVID-19 pandemic: A descriptive cross-sectional wrist actigraphy study
by: Runa Stefansdottir, et al.
Published: (2024-12-01)

Validation of MotionWatch8 Actigraphy Against Polysomnography in Menopausal Women Under Warm Conditions
by: Xinzhu Li, et al.
Published: (2025-05-01)

Actigraphy for quantitative evaluation of health
by: Denis G. Gubin, et al.
Published: (2025-06-01)

Arthroscopic-assisted total wrist arthrodesis: surgical design and clinical outcomes
by: Fengchi Sun, et al.
Published: (2025-01-01)

Designing an innovative method to determine the degree and level of sprained wrist ligament injury in athletes with wrist injuries
by: Ahmed Atshan Abdalreda, et al.
Published: (2023-11-01)

Effect of static wrist position on grip strength
by: Praveen Bhardwaj, et al.
Published: (2011-01-01)

Corrigendum: Evaluation of sleep position shifts in patients with obstructive sleep apnea syndrome with the use of a mandibular advancement device
by: Domenico Ciavarella, et al.
Published: (2025-05-01)

Single-Trial Electroencephalography Discrimination of Real, Regulated, Isometric Wrist Extension and Wrist Flexion
by: Abdul-Khaaliq Mohamed, et al.
Published: (2025-03-01)

Peak steps to measure ‘‘capacity for activity’’: Actigraphy in the ADAPT registry with oral treprostinil
by: Daniel Lachant, DO, et al.
Published: (2025-05-01)

Effects of Alternative Wrist Grip Techniques on Pain, Strength, and Function in the Wrists of Novice Weightlifters
by: Muhammad Usama, et al.
Published: (2024-11-01)

Manually scoring actigraphy in the absence of a sleep diary: Reliability analysis in Gulf War veterans
by: Charity B. Breneman, et al.
Published: (2024-12-01)

Circadian rhythm and epilepsy: a nationally representative cross-sectional study based on actigraphy data
by: Tianyou Tang, et al.
Published: (2024-12-01)

Clinic-Functional Assessment of Hemoglobin Desaturation by Oxygen in 6-Minute Walk Test Among Patients with Bronchial Asthma
by: V. V. Gnoevykh, et al.
Published: (2024-06-01)

Diagnostic performance of actigraphy in Alzheimer’s disease using a machine learning classifier – a cross-sectional memory clinic study
by: Mathias Holsey Gramkow, et al.
Published: (2025-05-01)

Developing and comparing a new BMI inclusive energy expenditure algorithm on wrist-worn wearables
by: Boyang Wei, et al.
Published: (2025-06-01)

Sonographic assessment of hand and wrist tendons abnormalities
by: Asmaa Hussein Habib, et al.
Published: (2024-12-01)

Osteo-Arthritis of the scaphoid-trapezium-trapezoid joint (STT joint) of the wrist
by: U. Mennen
Published: (2002-12-01)

Functional outcome of patients undergoing replantation of hand at wrist level-7 year experience
by: Ravi Kumar Mahajan, et al.
Published: (2013-09-01)

Association between hypothyroidism and obstructive sleep apnea: a bidirectional Mendelian randomization study combined with the geo database
by: Mingyu Zhao, et al.
Published: (2024-12-01)

StApneaNet: A Deep Learning-Based Automatic Sleep Stage Adaptive Apnea Detection Network Using Single Channel EEG Signal
by: Suvasish Saha, et al.
Published: (2024-01-01)

A Pilot Study: Sleep and Activity Monitoring of Newborn Infants by GRU-Stack-Based Model Using Video Actigraphy and Pulse Rate Variability Features
by: Ádám Nagy, et al.
Published: (2025-06-01)

Mechanical Effects of Wrist Position at the Wrist Joint: A Finite Element Analysis
by: Takashi Nomoto, MD, et al.
Published: (2025-07-01)

Incidence of hand and wrist disorders in primary care: a retrospective cohort study
by: Patrick Krastman, et al.
Published: (2024-12-01)

Identification of passive wrist-worn accelerometry outcomes for improved disease monitoring and trial design in motor neuron diseaseResearch in context
by: Cory J. Holdom, et al.
Published: (2025-07-01)

The Effect of Using Rehabilitative Exercises to Increase the Flexibility of Wrist Joint for Junior Boxing Players
by: Dr. Safaa Abdul-wahab Dr. Dunia Abdul-munim
Published: (2019-03-01)

Intravenous lidocaine as an adjuvant to propofol sedation for elderly patients undergoing same-visit bidirectional endoscopy: protocol for a multicenter randomized controlled trial
by: Ying Liu, et al.
Published: (2025-12-01)

Heterotopic ossification following total wrist arthroplasty: a case report
by: Sonja Verena Schmidt, et al.
Published: (2025-05-01)

The distally-based island ulnar artery perforator flap for wrist defects
by: Karki Durga, et al.
Published: (2007-01-01)

Radiological Assessment of Skeletal Maturity: A Comparative Study of Hand-Wrist Radiographs and Cervical Vertebrae
by: Sarita Yadav, et al.
Published: (2025-05-01)

Calculating Value in Hand and Wrist Care: A Systematic Review on the Current Literature
by: Zachary Chen, BS, et al.
Published: (2025-09-01)

Development of a New Type of Rehabilitation Mechanism for Bilateral Wrist Joint Training
by: Han Lisheng, et al.
Published: (2023-08-01)

The association of lunate morphology with the development of wrist pathology in the Saudi population
by: Asayel A. Alomri, et al.
Published: (2025-04-01)

Movement Disorders and Smart Wrist Devices: A Comprehensive Study
by: Andrea Caroppo, et al.
Published: (2025-01-01)

Trevor’s disease of the wrist: A case report and literature review
by: Beaudelaire Romulus Assan, et al.
Published: (2024-12-01)

Granulomatous Tenosynovitis of the Volar Wrist from Mycobacterium Avium Complex – A Case Report
by: Eric Taris, et al.
Published: (2025-02-01)

Association of wrist circumference with metabolic dysfunction associated fatty liver disease in the KADEM cohort
by: Fahad Al-Ajmi, et al.
Published: (2025-08-01)

Novel Robotic Balloon-Based Device for Wrist-Extension Therapy of Hemiparesis Stroke Patients
by: Klaudia Marek, et al.
Published: (2025-02-01)

Development of Wrist Rehabilitation Device based on Coaxial Spherical Parallel 3RRR Mechanism
by: Shuaixu Ji, et al.
Published: (2021-10-01)