Screening and Management of Obstructive Sleep Apnea and Daytime Sleepiness Among Professional Drivers in Tunisia: Protocol for a Machine Learning Study.
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| Title: | Screening and Management of Obstructive Sleep Apnea and Daytime Sleepiness Among Professional Drivers in Tunisia: Protocol for a Machine Learning Study. |
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| Authors: | Msaad S; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia., Kammoun N; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Tunisian Occupational Health and Safety Institute, Tunis, Tunisia., Gargouri R; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia., Khemakhem R; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia., Triki A; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Tunisian Occupational Health and Safety Institute, Tunis, Tunisia., Abid N; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Department of Pulmonology, Mohamed Taher Maamouri Hospital, Nabeul, Tunisia., Fehri S; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Tunisian Occupational Health and Safety Institute, Tunis, Tunisia., Kallel K; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; General Administration of Inspection of Occupational Medicine and Occupational Safety, Tunis, Tunisia., Kammoun R; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Physiology, Habib Bourguiba Hospital, Sfax, Tunisia., Douik El Gharbi L; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Department of Pulmonology, University Hospital of Abderrahmen Mami, Aryanah, Tunisia., MaalejBellaj S; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Department of Pulmonology, University Hospital of Abderrahmen Mami, Aryanah, Tunisia., Bouhamed H; Advanced Technologies for Image and Signal Processing Unit (ATISP), Sfax University, Sfax, Tunisia., Abdelghani A; Faculty of Medicine of Sousse, University of Sousse, Sousse, Tunisia.; Department of Pulmonology, Farhat Hashed Hospital, Sousse, Tunisia., Aichaouia C; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Military Hospital of Tunis, Tunis, Tunisia., Turki M; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Private Medical Office of Mohamed Turki, Tunis, Tunisia., Kammoun S; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia. |
| Source: | JMIR research protocols [JMIR Res Protoc] 2025 Aug 15; Vol. 14, pp. e70441. Date of Electronic Publication: 2025 Aug 15. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101599504 Publication Model: Electronic Cited Medium: Internet ISSN: 1929-0748 (Electronic) Linking ISSN: 19290748 NLM ISO Abbreviation: JMIR Res Protoc Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40815837 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Screening and Management of Obstructive Sleep Apnea and Daytime Sleepiness Among Professional Drivers in Tunisia: Protocol for a Machine Learning Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Msaad+S%22">Msaad S</searchLink>; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia.<br /><searchLink fieldCode="AU" term="%22Kammoun+N%22">Kammoun N</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Tunisian Occupational Health and Safety Institute, Tunis, Tunisia.<br /><searchLink fieldCode="AU" term="%22Gargouri+R%22">Gargouri R</searchLink>; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia.<br /><searchLink fieldCode="AU" term="%22Khemakhem+R%22">Khemakhem R</searchLink>; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia.<br /><searchLink fieldCode="AU" term="%22Triki+A%22">Triki A</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Tunisian Occupational Health and Safety Institute, Tunis, Tunisia.<br /><searchLink fieldCode="AU" term="%22Abid+N%22">Abid N</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Department of Pulmonology, Mohamed Taher Maamouri Hospital, Nabeul, Tunisia.<br /><searchLink fieldCode="AU" term="%22Fehri+S%22">Fehri S</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Tunisian Occupational Health and Safety Institute, Tunis, Tunisia.<br /><searchLink fieldCode="AU" term="%22Kallel+K%22">Kallel K</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; General Administration of Inspection of Occupational Medicine and Occupational Safety, Tunis, Tunisia.<br /><searchLink fieldCode="AU" term="%22Kammoun+R%22">Kammoun R</searchLink>; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Physiology, Habib Bourguiba Hospital, Sfax, Tunisia.<br /><searchLink fieldCode="AU" term="%22Douik+El+Gharbi+L%22">Douik El Gharbi L</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Department of Pulmonology, University Hospital of Abderrahmen Mami, Aryanah, Tunisia.<br /><searchLink fieldCode="AU" term="%22MaalejBellaj+S%22">MaalejBellaj S</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Department of Pulmonology, University Hospital of Abderrahmen Mami, Aryanah, Tunisia.<br /><searchLink fieldCode="AU" term="%22Bouhamed+H%22">Bouhamed H</searchLink>; Advanced Technologies for Image and Signal Processing Unit (ATISP), Sfax University, Sfax, Tunisia.<br /><searchLink fieldCode="AU" term="%22Abdelghani+A%22">Abdelghani A</searchLink>; Faculty of Medicine of Sousse, University of Sousse, Sousse, Tunisia.; Department of Pulmonology, Farhat Hashed Hospital, Sousse, Tunisia.<br /><searchLink fieldCode="AU" term="%22Aichaouia+C%22">Aichaouia C</searchLink>; Faculty of Medicine of Tunis, Tunis El Manar University, Tunis, Tunisia.; Military Hospital of Tunis, Tunis, Tunisia.<br /><searchLink fieldCode="AU" term="%22Turki+M%22">Turki M</searchLink>; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Private Medical Office of Mohamed Turki, Tunis, Tunisia.<br /><searchLink fieldCode="AU" term="%22Kammoun+S%22">Kammoun S</searchLink>; Faculty of Medicine of Sfax, University of Sfax, Sfax, Tunisia.; Department of Respiratory and Sleep Medicine, University Hospital Hedi Chaker of Sfax, Sfax, Tunisia. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101599504%22">JMIR research protocols</searchLink> [JMIR Res Protoc] 2025 Aug 15; Vol. 14, pp. e70441. <i>Date of Electronic Publication: </i>2025 Aug 15. – 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="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101599504 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1929-0748 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219290748%22">19290748 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Res Protoc <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40815837 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/70441 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e70441 Titles: – TitleFull: Screening and Management of Obstructive Sleep Apnea and Daytime Sleepiness Among Professional Drivers in Tunisia: Protocol for a Machine Learning Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Msaad S – PersonEntity: Name: NameFull: Kammoun N – PersonEntity: Name: NameFull: Gargouri R – PersonEntity: Name: NameFull: Khemakhem R – PersonEntity: Name: NameFull: Triki A – PersonEntity: Name: NameFull: Abid N – PersonEntity: Name: NameFull: Fehri S – PersonEntity: Name: NameFull: Kallel K – PersonEntity: Name: NameFull: Kammoun R – PersonEntity: Name: NameFull: Douik El Gharbi L – PersonEntity: Name: NameFull: MaalejBellaj S – PersonEntity: Name: NameFull: Bouhamed H – PersonEntity: Name: NameFull: Abdelghani A – PersonEntity: Name: NameFull: Aichaouia C – PersonEntity: Name: NameFull: Turki M – PersonEntity: Name: NameFull: Kammoun S IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 08 Text: 2025 Aug 15 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1929-0748 Numbering: – Type: volume Value: 14 Titles: – TitleFull: JMIR research protocols Type: main |
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