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Machine Learning Integration of Eye-Tracking and Cognitive Screening for Detecting Cognitive Impairment.

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Title: Machine Learning Integration of Eye-Tracking and Cognitive Screening for Detecting Cognitive Impairment.
Authors: Goset J; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain., Mestre C; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain., Vinuela-Navarro V; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain., Aldaba M; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain., Ariza M; Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, 08035 Barcelona, Spain.; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain., Cano N; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.; Department of Psychology, Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, 08195 Sant Cugat del Vallès, Spain., Delàs B; Ophthalmology Service, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain., Gelonch O; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain., Garolera M; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.; Department of Psychology, Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, 08195 Sant Cugat del Vallès, Spain.; Neuropsychology Unit, Hospital de Terrassa, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain., Rehab Project Collaborative Group; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain., Vilaseca M; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain.
Source: Journal of eye movement research [J Eye Mov Res] 2026 May 20; Vol. 19 (3). Date of Electronic Publication: 2026 May 20.
Publication Type: Journal Article
Journal Info: Publisher: Bern Open Publishing Country of Publication: Switzerland NLM ID: 101532119 Publication Model: Electronic Cited Medium: Internet ISSN: 1995-8692 (Electronic) Linking ISSN: 19958692 NLM ISO Abbreviation: J Eye Mov Res Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Goset+J%22">Goset J</searchLink>; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Mestre+C%22">Mestre C</searchLink>; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Vinuela-Navarro+V%22">Vinuela-Navarro V</searchLink>; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Aldaba+M%22">Aldaba M</searchLink>; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Ariza+M%22">Ariza M</searchLink>; Departament de Psicologia Clínica i Psicobiologia, Universitat de Barcelona, 08035 Barcelona, Spain.; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Cano+N%22">Cano N</searchLink>; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.; Department of Psychology, Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, 08195 Sant Cugat del Vallès, Spain.<br /><searchLink fieldCode="AU" term="%22Delàs+B%22">Delàs B</searchLink>; Ophthalmology Service, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Gelonch+O%22">Gelonch O</searchLink>; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Garolera+M%22">Garolera M</searchLink>; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.; Department of Psychology, Faculty of Medicine and Health Sciences, Universitat Internacional de Catalunya, 08195 Sant Cugat del Vallès, Spain.; Neuropsychology Unit, Hospital de Terrassa, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Rehab+Project+Collaborative+Group%22">Rehab Project Collaborative Group</searchLink>; Clinical Research Group for Brain, Cognition and Behavior, Consorci Sanitari de Terrassa (CST), 08227 Terrassa, Spain.<br /><searchLink fieldCode="AU" term="%22Vilaseca+M%22">Vilaseca M</searchLink>; Center for Sensors, Instruments and Systems Development, Universitat Politècnica de Catalunya-BarcelonaTech, 08222 Terrassa, Spain.
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  Data: <searchLink fieldCode="JN" term="%22101532119%22">Journal of eye movement research</searchLink> [J Eye Mov Res] 2026 May 20; Vol. 19 (3). <i>Date of Electronic Publication: </i>2026 May 20.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Bern+Open+Publishing%22">Bern Open Publishing </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101532119 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1995-8692 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219958692%22">19958692 </searchLink><i>NLM ISO Abbreviation: </i>J Eye Mov Res <i>Subsets: </i>PubMed not MEDLINE
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              Text: 2026 May 20
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