Evidence map›Paper›PMID 41651881›Full record

ArticleScientific data2026

Comprehensive dataset of features describing eye-gaze dynamics across multiple tasks.

Rujeena Mathema, Shamimeh M Nav, Shailendra Bhandari, Manoj Regmi, Pedro G Lind, Anis Yazidi, Pedro Lencastre

Abstract readDataset
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Rujeena Mathema *Department of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway.
Shamimeh M Nav *Department of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway.
Shailendra BhandariDepartment of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway. shailendra.bhandari@oslomet.no.ORCID http://orcid.org/0000-0002-7860-4854
Manoj RegmiDepartment of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway.
Pedro G LindDepartment of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway.
Anis YazidiDepartment of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway.
Pedro LencastreDepartment of Computer Science, OsloMet - Oslo Metropolitan University, P.O. Box 4 St. Olavs plass, 0130, Oslo, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We present a comprehensive dataset collected from 251 participants, which includes diverse features characterizing eye-gaze dynamics. Participants performed several tasks per session, typical in eye-tracking research: vanishing saccade, cued saccade, flickering cross, rotating ball, and free viewing. Covering these experimental paradigms, the dataset enables analysis of human eye phenomena such as oculomotor control and perceptual processing. As features, the dataset includes timestamped gaze coordinates, pupil sizes, and event classifications, labelled as fixations, saccades, or blinks. All the data were recorded using the EyeLink Portable Duo eye-tracker hardware at 1000 Hz, and processed from raw EyeLink Data Format (EDF) files into structured files via an automated pipeline. The dataset was anonymized according to the Norwegian Agency for Shared Services in Education and Research (SIKT) ethical standards. Possible applications of these datasets are the study of visual attention, cognitive science, and assistive technology.

Indexed as

Fixation, OcularBlinkingEye-Tracking TechnologyHumansSaccades

Identifiers

PMID41651881
PMCPMC12992580

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.