Replication data for: Eye tracking and machine learning to assess cognitive impairment in post-COVID-19 patients

DOI

Participants with Post-COVID condition taking part in the Nautilus study (ClinicalTrials.gov ID: NCT05307575) and the Rehab COVID (ClinicalTrials.gov ID: NCT05846126) recruited by the Consorci Sanitari de Terrassa (Terrassa, Barcelona, Spain) between November 2021 and February 2024 were invited to participate. The protocol was approved by the Drug Research Ethics Committee (CEIm) of Consorci Sanitari de Terrassa (02-20-107-070) and designed in accordance with the Declaration of Helsinki.

This dataset contains eye-tracking and neuropsychological assessment data collected from individuals with post-COVID-19 condition (PCC) as part of a study exploring the relationship between oculomotor metrics and cognitive performance.

Eye movement data were recorded using the EyeLink 1000 Plus system (SR-Research Ltd., Ottawa, Canada), and are provided in .edf file format.

Files beginning with “0” correspond to the following tasks: Fixation Smooth Pursuit Pupil Light Reaction

Files beginning with “s” contain raw data for the saccade tasks, which include multiple paradigms. Stimulus presentation was randomized per participant. A .mat file is provided containing: The order of paradigm presentation The order of stimulus presentation Information about stimulus amplitude, direction, and inter-stimulus timing, all of which were randomized.

Neuropsychological Data An accompanying .xlsx file includes participants’ scores from a battery of neuropsychological tests:

Digit Symbol Test Digit Span Backward Test Trail Making Test (Parts A and B) Stroop Color and Word Test Controlled Oral Word Association Test (COWAT)

Identifier
DOI https://doi.org/10.34810/data2224
Related Identifier IsSupplementTo https://doi.org/10.1364/BOE.489037
Metadata Access https://dataverse.csuc.cat/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34810/data2224
Provenance
Creator Goset, Joan ORCID logo; Ariza, Mar ORCID logo; Mestre, Clara (ORCID: 0000-0003-0053-550X); Vinuela-Navarro, Valldeflors ORCID logo; Pérez-Mañá, Luis ORCID logo; Vilaseca, Meritxell ORCID logo; Cano Marco, Neus ORCID logo; Delas, Barbara ORCID logo; Garolera, Maite ORCID logo; Aldaba, Mikel ORCID logo
Publisher CORA.Repositori de Dades de Recerca
Contributor Goset Maldonado, Joan; Universitat Politècnica de Catalunya; 170(MP)
Publication Year 2026
Rights CC BY-NC-SA 4.0; info:eu-repo/semantics/restrictedAccess; http://creativecommons.org/licenses/by-nc-sa/4.0
OpenAccess false
Contact Goset Maldonado, Joan (Universitat Politècnica de Catalunya)
Representation
Resource Type Clinical data; Dataset
Format application/octet-stream; text/tab-separated-values; text/plain; application/matlab-mat
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Version 1.0
Discipline Life Sciences; Medicine
Spatial Coverage (2.034W, 41.540S, 2.084E, 41.573N)