Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study.

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作者： Emilia,Ambrosini ^[1] ; Chiara,Giangregorio ^[1] ; Eugenio,Lomurno ^[1] ; Sara,Moccia ^[2] ; Marios,Milis ^[3] ; Christos,Loizou ^[4] ; Domenico,Azzolino ^[5] ; Matteo,Cesari ^[6] ; Manuel,Cid Gala ^[7] ; Carmen,Galán de Isla ^[7] ; Jonathan,Gomez-Raja ^[7] ; Nunzio Alberto,Borghese ^[8] ; Matteo,Matteucci ^[1] ; Simona,Ferrante ^[1]

作者单位： Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milano, Italy. ^[1] BioRobotics Institute and Department of Excellence in Robotics and AI, Scuola Superiore Sant'Anna, Pisa, Italy. ^[2] SignalGeneriX Ltd, Limassol, Cyprus. ^[3] Department of Electrical Engineering, Computer Engineering and Informatics, Cyprus University of Technology, Limassol, Cyprus. ^[4] Geriatric Unit, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy. ^[5] Ageing and Health Unit, Department of Maternal, Newborn, Child, Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland. ^[6] Consejería de Sanidad y Servicios Sociales, Junta de Extremadura, Merida, Spain. ^[7] Department of Computer Science, University of Milan, Milano, Italy. ^[8] Laboratory of E-Health Technologies and Artificial Intelligence Research in Neurology, Joint Research Platform, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico Istituto Neurologico Carlo Besta, Milano, Italy. ^[9]

关键词 Mini-Mental Status Examination cognitive decline machine learning multilanguage speech processing

主题词人类(Humans);老年人(Aged);女(雌)性(Female);男(雄)性(Male);横断面研究(Cross-Sectional Studies);意大利(Italy);老年人, 80以上(Aged, 80 and over);言语(Speech);西班牙(Spain);算法(Algorithms)

DOI 10.2196/50537

PMID 38386279

发布时间 2024-05-16

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Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study.

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Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study.

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