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Three-class obstructive sleep apnea severity assessment: a parallel AHI and ODI explainable artificial intelligence framework using craniofacial-enriched clinical data.

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Title: Three-class obstructive sleep apnea severity assessment: a parallel AHI and ODI explainable artificial intelligence framework using craniofacial-enriched clinical data.
Authors: Ameli Mazandarani Z; Dentofacial Deformities Research Center, Research Institute of Dental Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran., Behnaz M; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran., AmiriFard H; Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran., Ebadifar A; Dentofacial Deformities Research Center, Research Institute of Dental Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran., Mirmohammadsadeghi H; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran., Dalaie K; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran., Kavousinejad S; Dentofacial Deformities Research Center, Research Institute of Dental Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran. dr.shahab.k93@gmail.com.; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran. dr.shahab.k93@gmail.com.
Source: Sleep & breathing = Schlaf & Atmung [Sleep Breath] 2026 Jul 30; Vol. 30 (4). Date of Electronic Publication: 2026 Jul 30.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 9804161 Publication Model: Electronic Cited Medium: Internet ISSN: 1522-1709 (Electronic) Linking ISSN: 15209512 NLM ISO Abbreviation: Sleep Breath Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1522-1709
DOI:10.1007/s11325-026-03774-0