CES-EES Clinical Score and a Wearable Ring Sensor for Obstructive Sleep Apnea: Individual and Combined Validation Against In-Laboratory Polysomnography
Validation of Clinical Upper Airway Assessment Tool With Artificial Intelligence Wearable Technology Against In-Lab Polysomnography
1 other identifier
observational
58
1 country
1
Brief Summary
This study evaluates whether a clinical upper airway assessment tool (the Clinical Examination Score plus ENT Examination Score, CES-EES) and an artificial-intelligence wearable ring (Belun Ring, Belun Sleep System BLS-100) can serve as accurate, less resource-intensive alternatives to in-lab polysomnography (PSG) for diagnosing obstructive sleep apnea (OSA). Adults referred to the Otorhinolaryngology sleep clinic at Universiti Malaya Medical Centre (UMMC) for suspected OSA, who score 4 or more on the combined CES-EES scale, undergo a single overnight Level 1 in-lab PSG. The Belun Ring is worn concurrently with standard PSG electrodes during this same overnight study. The apnea-hypopnea index (AHI) from the Belun Ring and the CES-EES score, individually and in combination, are compared against the AHI from in-lab PSG -- the diagnostic reference standard -- to assess their agreement, correlation, and diagnostic accuracy for OSA.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for all trials
Started Mar 2026
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
March 1, 2026
CompletedFirst Submitted
Initial submission to the registry
August 16, 2026
CompletedFirst Posted
Study publicly available on registry
August 25, 2026
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 1, 2027
ExpectedStudy Completion
Last participant's last visit for all outcomes
March 1, 2027
August 25, 2026
August 1, 2026
1 year
August 16, 2026
August 21, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Apnea-Hypopnea Index (AHI)
AHI (events/hour) derived from polysomnogram or wearable sleep study, scored using AASM 1A criteria (desaturation of 3% or more defines hypopnea); output cross-checked by two independent investigators.
Baseline
Secondary Outcomes (2)
Sleep quality parameters
Baseline
Epworth Sleepiness Scale (ESS) score
Baseline
Study Arms (1)
Adults with suspected OSA undergoing concurrent CES-EES scoring, Belun Ring monitoring, and in-lab P
Adults with suspected OSA undergoing concurrent CES-EES scoring, Belun Ring monitoring, and in-lab PSG
Interventions
AI/deep-learning-facilitated wearable ring worn on the index finger concurrently with standard PSG electrodes during the overnight PSG study; estimates AHI, sleep stages, and OSA severity using AASM 1A scoring criteria (desaturation of 3% or more defines hypopnea).
Combined Clinical Examination Score (CES) and ENT Examination Score (EES), administered via history, oral cavity examination, flexible nasopharyngeal endoscopy, and dental assessment prior to PSG.
Eligibility Criteria
Adults referred to the UMMC Otorhinolaryngology sleep clinic for sleep-related breathing disorders and scheduled for in-lab PSG
You may qualify if:
- ≥18 years old
- Patients with suspected OSA (high ESS and/or STOP-BANG score)
- CES-EES score 4 or more
- Newly diagnosed cases
- Minimum 4 hours of Total Sleep Time (TST)
You may not qualify if:
- Active URTI (upper respiratory tract infection) in the past 1 month
- Current smoker
- Alcohol consumption within 8 hours prior to testing
- History of head and neck carcinoma
- Active respiratory or neurological disorders
- Active psychiatric disorders and currently on psychiatric medication
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- University of Malayalead
- Belun Technology Company Limitedcollaborator
Study Sites (1)
Universiti Malaya Medical Centre (UMMC)
Pantai Valley, Kuala Lumpur, 59100, Malaysia
Related Publications (6)
Strumpf Z, Gu W, Tsai CW, Chen PL, Yeh E, Leung L, Cheung C, Wu IC, Strohl KP, Tsai T, Folz RJ, Chiang AA. Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea. Sleep Health. 2023 Aug;9(4):430-440. doi: 10.1016/j.sleh.2023.05.001. Epub 2023 Jun 26.
PMID: 37380590BACKGROUND6. Hasan KIB, Lim KS, Goh LC, Fong SL, Ramanaidu LP, Lee ZY, Tan CT. Sequential screenings improve prediction in obstructive sleep apnoea severity. Neurology Asia. 2025;30(2):571-585.
BACKGROUNDJohns MW. A new method for measuring daytime sleepiness: the Epworth sleepiness scale. Sleep. 1991 Dec;14(6):540-5. doi: 10.1093/sleep/14.6.540.
PMID: 1798888BACKGROUNDChung F, Yegneswaran B, Liao P, Chung SA, Vairavanathan S, Islam S, Khajehdehi A, Shapiro CM. STOP questionnaire: a tool to screen patients for obstructive sleep apnea. Anesthesiology. 2008 May;108(5):812-21. doi: 10.1097/ALN.0b013e31816d83e4.
PMID: 18431116BACKGROUNDGottlieb DJ, Punjabi NM. Diagnosis and Management of Obstructive Sleep Apnea: A Review. JAMA. 2020 Apr 14;323(14):1389-1400. doi: 10.1001/jama.2020.3514.
PMID: 32286648BACKGROUND1. American Academy of Sleep Medicine. International Classification of Sleep Disorders. 3rd ed. Darien, IL: American Academy of Sleep Medicine; 2014.
BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Varatha Raju Kugan, MD
Department of Otorhinolaryngology, Head & Neck Surgery, Universiti Malaya Medical Centre
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- OTHER
- Target Duration
- 6 Months
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Professor Dr
Study Record Dates
First Submitted
August 16, 2026
First Posted
August 25, 2026
Study Start
March 1, 2026
Primary Completion (Estimated)
March 1, 2027
Study Completion (Estimated)
March 1, 2027
Last Updated
August 25, 2026
Record last verified: 2026-08
Data Sharing
- IPD Sharing
- Will not share