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Eye-tracking test battery for detecting cognitive impairments in premature children [Elektronski vir]De Gobbis, Andrea ...Premature birth exponentially increases the risk for impaired neurological outcomes later in life, and early diagnosis is critical to optimise therapeutic options. There is evidence that oculomotor ... movements can be used as biomarkers for cognitive impairment (CI) in adults and young children. The aim of this study is to develop a prototype of a test battery using screen-based eye-tracking for detecting early signs of CI in preterm children and monitoring their neurological development. The study will also delve into identifying potential biomarkers of cognitive functions based on oculomotor movements found in medical literature, and provide methods to design explainable features and models. Finally, we summarise the most common experimental design practices, and propose an eye-tracking test battery that, by combining different stimuli, could be able to measure CI in different cognitive domains.Type of material - conference contributionPublish date - 2022Language - englishCOBISS.SI-ID - 147306243
Author
De Gobbis, Andrea |
Malavolta, Marta |
Trimarco, Emiliano |
Benavente-Fernández, Isabel |
Lubián-López, Simón Pedro |
Groznik, Vida |
Sadikov, Aleksander, računalništvo
Topics
sledenje očesnim gibom |
programska oprema |
nedonošenčki |
okvara v nevrološkem razvoju |
eye-tracking |
premature children |
neurodevelopment impairment
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DRS, in which the journal is indexed
Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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De Gobbis, Andrea | |
Malavolta, Marta | |
Trimarco, Emiliano | |
Benavente-Fernández, Isabel | |
Lubián-López, Simón Pedro | |
Groznik, Vida | 33187 |
Sadikov, Aleksander, računalništvo | 20389 |
Source: Personal bibliographies
and: SICRIS
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