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Title:Machine learning-based detection of cognitive impairment from eye-tracking in smooth pursuit tasks
Authors:ID Groznik, Vida (Author)
ID De Gobbis, Andrea (Author)
ID Georgiev, Dejan (Author)
ID Semeja, Aleš (Author)
ID Sadikov, Aleksander (Author)
Files:.pdf PDF - Presentation file, download (1,48 MB)
MD5: 075EE363E6E7B472F92B4629FF7C4F07
 
URL URL - Source URL, visit https://www.mdpi.com/2076-3417/15/14/7785
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo UKC LJ - Ljubljana University Medical Centre
Keywords:machine learning, eye-tracking, smooth pursuit, non-invasive biomarker, cognitive impairment, early detection of cognitive decline, detection of mild cognitive impairment, dementia, Alzheimer's disease
Publication status:Published
Publication version:Version of Record
Year of publishing:2025
Number of pages:str. 1-14
Numbering:Vol. 15, iss. 14, [article no.] 7785
PID:20.500.12556/DiRROS-28847 New window
UDC:004.85:616.8
ISSN on article:2076-3417
DOI:10.3390/app15147785 New window
COBISS.SI-ID:242359043 New window
Note:Nasl. z nasl. zaslona; Opis vira z dne 14. 7. 2025;
Publication date in DiRROS:09.04.2026
Views:141
Downloads:98
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Record is a part of a journal

Title:Applied sciences
Shortened title:Appl. sci.
Publisher:MDPI
ISSN:2076-3417
COBISS.SI-ID:522979353 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0209-2022
Name:Umetna inteligenca in inteligentni sistemi

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

Language:Slovenian
Keywords:strojno učenje, sledenje očesnim gibom, gladko sledenje, neinvaziven biomarker, kognitivni upad, zgodnje odkrivanje kognitivnega upada, odkrivanje blage kognitivne motnje, demenca, Alzheimerjeva bolezen


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