Three-class obstructive sleep apnea severity assessment: a parallel AHI and ODI explainable artificial intelligence framework using craniofacial-enriched clinical data.
Saved in:
| 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 |
| FullText | Text: Availability: 0 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42530806 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Three-class obstructive sleep apnea severity assessment: a parallel AHI and ODI explainable artificial intelligence framework using craniofacial-enriched clinical data. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Ameli+Mazandarani+Z%22">Ameli Mazandarani Z</searchLink>; Dentofacial Deformities Research Center, Research Institute of Dental Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Behnaz+M%22">Behnaz M</searchLink>; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran.<br /><searchLink fieldCode="AU" term="%22AmiriFard+H%22">AmiriFard H</searchLink>; Iranian Center of Neurological Research, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran.<br /><searchLink fieldCode="AU" term="%22Ebadifar+A%22">Ebadifar A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Mirmohammadsadeghi+H%22">Mirmohammadsadeghi H</searchLink>; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran.<br /><searchLink fieldCode="AU" term="%22Dalaie+K%22">Dalaie K</searchLink>; Department of Orthodontics, School of Dentistry, Shahid Beheshti University of Medical Sciences, Daneshjou Blvd, Evin, Tehran, Tehran, 1983969411, Iran.<br /><searchLink fieldCode="AU" term="%22Kavousinejad+S%22">Kavousinejad S</searchLink>; 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. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229804161%22">Sleep & breathing = Schlaf & Atmung</searchLink> [Sleep Breath] 2026 Jul 30; Vol. 30 (4). <i>Date of Electronic Publication: </i>2026 Jul 30. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9804161 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1522-1709 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215209512%22">15209512 </searchLink><i>NLM ISO Abbreviation: </i>Sleep Breath <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42530806 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s11325-026-03774-0 Languages: – Code: eng Text: English Titles: – TitleFull: Three-class obstructive sleep apnea severity assessment: a parallel AHI and ODI explainable artificial intelligence framework using craniofacial-enriched clinical data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Ameli Mazandarani Z – PersonEntity: Name: NameFull: Behnaz M – PersonEntity: Name: NameFull: AmiriFard H – PersonEntity: Name: NameFull: Ebadifar A – PersonEntity: Name: NameFull: Mirmohammadsadeghi H – PersonEntity: Name: NameFull: Dalaie K – PersonEntity: Name: NameFull: Kavousinejad S IsPartOfRelationships: – BibEntity: Dates: – D: 30 M: 07 Text: 2026 Jul 30 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1522-1709 Numbering: – Type: volume Value: 30 – Type: issue Value: 4 Titles: – TitleFull: Sleep & breathing = Schlaf & Atmung Type: main |
| ResultId | 1 |
