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Experts V/S AI´s 2.0: Comparative evaluation of AI models and expert consensus in obstructive sleep apnea assessment.

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Title: Experts V/S AI´s 2.0: Comparative evaluation of AI models and expert consensus in obstructive sleep apnea assessment.
Authors: Cammaroto G; Head and Neck Department, ENT & Oral Surgery Unity, G.B. Morgagni, L. Pierantoni Hospital, Forlì, Italy.; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France., Mira FA; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, Hospital of Linares, Linares, Chile., Favier V; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, University Hospital of Montpellier, Montpellier, France., Nunes HDSS; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT and Sleep Medicine Department, Nucleus of Otolaryngology, Head and Neck Surgery and Sleep Medicine of São Paulo, São Paulo, Brazil., de Castro JV; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, Armed Forces Hospital, Lisbon, Portugal., Carsuzaa F; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, University Hospital of Poitiers, Poitiers, France., Lechien JR; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Division of Laryngology and Broncho-Esophagology, Department of Otolaryngology and Head and Neck Surgery, EpiCURA Hospital, UMONS Research Institute for Health Sciences and Technology, University of Mons, University of Mons, Belgium., Chiesa Estomba C; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Department of Otorhinolaryngology, Donostia University Hospital, Biodonostia Research Institute, Osakidetza, San Sebastian, Spain, Spain., Iannella G; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; epartment of 'Organi di Senso', University 'Sapienza', Viale dell'Università 33, Rome, 00185, Italy., Vaira LA; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT and Sleep Medicine Department, Nucleus of Otolaryngology, Head and Neck Surgery and Sleep Medicine of São Paulo, São Paulo, Brazil.; Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy., Calvo-Henriquez C; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Otolaryngology Department, Hospital Complex of Santiago de Compostela, Rhinology and Sleep Apnea Unit, Santiago de Compostela, Spain., Cheong RCT; Royal National ENT and Eastman Dental Hospitals, University College London Hospitals NHS, London, UK., de Apodaca PMR; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ORL, Hospital Universitario Dr. Peset, Valencia, Spain., Lentini M; Department of medicine and surgery, University of Enna Kore, Enna, Italy.; ASP Ragusa-Hospital Giovanni Paolo II, Ragusa, 97100, Italy., Barillari MR; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Department of medicine and surgery, University of Enna Kore, Enna, Italy.; Division of Phoniatrics and Audiology, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy., Maniaci A; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France. Antonino.maniaci@unikore.it.; Department of medicine and surgery, University of Enna Kore, Enna, Italy. Antonino.maniaci@unikore.it.; ASP Ragusa-Hospital Giovanni Paolo II, Ragusa, 97100, Italy. Antonino.maniaci@unikore.it.
Source: European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery [Eur Arch Otorhinolaryngol] 2026 Jan; Vol. 283 (1), pp. 509-517. Date of Electronic Publication: 2025 Nov 01.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9002937 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1434-4726 (Electronic) Linking ISSN: 09374477 NLM ISO Abbreviation: Eur Arch Otorhinolaryngol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Experts V/S AI´s 2.0: Comparative evaluation of AI models and expert consensus in obstructive sleep apnea assessment.
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  Data: <searchLink fieldCode="AU" term="%22Cammaroto+G%22">Cammaroto G</searchLink>; Head and Neck Department, ENT & Oral Surgery Unity, G.B. Morgagni, L. Pierantoni Hospital, Forlì, Italy.; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.<br /><searchLink fieldCode="AU" term="%22Mira+FA%22">Mira FA</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, Hospital of Linares, Linares, Chile.<br /><searchLink fieldCode="AU" term="%22Favier+V%22">Favier V</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, University Hospital of Montpellier, Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Nunes+HDSS%22">Nunes HDSS</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT and Sleep Medicine Department, Nucleus of Otolaryngology, Head and Neck Surgery and Sleep Medicine of São Paulo, São Paulo, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Castro+JV%22">de Castro JV</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, Armed Forces Hospital, Lisbon, Portugal.<br /><searchLink fieldCode="AU" term="%22Carsuzaa+F%22">Carsuzaa F</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT Department, University Hospital of Poitiers, Poitiers, France.<br /><searchLink fieldCode="AU" term="%22Lechien+JR%22">Lechien JR</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Division of Laryngology and Broncho-Esophagology, Department of Otolaryngology and Head and Neck Surgery, EpiCURA Hospital, UMONS Research Institute for Health Sciences and Technology, University of Mons, University of Mons, Belgium.<br /><searchLink fieldCode="AU" term="%22Chiesa+Estomba+C%22">Chiesa Estomba C</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Department of Otorhinolaryngology, Donostia University Hospital, Biodonostia Research Institute, Osakidetza, San Sebastian, Spain, Spain.<br /><searchLink fieldCode="AU" term="%22Iannella+G%22">Iannella G</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; epartment of 'Organi di Senso', University 'Sapienza', Viale dell'Università 33, Rome, 00185, Italy.<br /><searchLink fieldCode="AU" term="%22Vaira+LA%22">Vaira LA</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ENT and Sleep Medicine Department, Nucleus of Otolaryngology, Head and Neck Surgery and Sleep Medicine of São Paulo, São Paulo, Brazil.; Maxillofacial Surgery Operative Unit, Department of Medicine, Surgery and Pharmacy, University of Sassari, Sassari, Italy.<br /><searchLink fieldCode="AU" term="%22Calvo-Henriquez+C%22">Calvo-Henriquez C</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Otolaryngology Department, Hospital Complex of Santiago de Compostela, Rhinology and Sleep Apnea Unit, Santiago de Compostela, Spain.<br /><searchLink fieldCode="AU" term="%22Cheong+RCT%22">Cheong RCT</searchLink>; Royal National ENT and Eastman Dental Hospitals, University College London Hospitals NHS, London, UK.<br /><searchLink fieldCode="AU" term="%22de+Apodaca+PMR%22">de Apodaca PMR</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; ORL, Hospital Universitario Dr. Peset, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Lentini+M%22">Lentini M</searchLink>; Department of medicine and surgery, University of Enna Kore, Enna, Italy.; ASP Ragusa-Hospital Giovanni Paolo II, Ragusa, 97100, Italy.<br /><searchLink fieldCode="AU" term="%22Barillari+MR%22">Barillari MR</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France.; Department of medicine and surgery, University of Enna Kore, Enna, Italy.; Division of Phoniatrics and Audiology, Department of Mental and Physical Health and Preventive Medicine, University of Campania Luigi Vanvitelli, Naples, Italy.<br /><searchLink fieldCode="AU" term="%22Maniaci+A%22">Maniaci A</searchLink>; Young Otolaryngologists-International Federations of Oto-rhinolaryngological Societies (YO-IFOS), Paris, France. Antonino.maniaci@unikore.it.; Department of medicine and surgery, University of Enna Kore, Enna, Italy. Antonino.maniaci@unikore.it.; ASP Ragusa-Hospital Giovanni Paolo II, Ragusa, 97100, Italy. Antonino.maniaci@unikore.it.
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