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Eyetracker-based gaze correction for robust mapping of population receptive fields
- Source :
- NeuroImage, 142, 211-224. Academic Press
- Publication Year :
- 2016
-
Abstract
- Functional MRI enables the acquisition of a retinotopic map that relates regions of the visual field to neural populations in the visual cortex. During such a "population receptive field" (PRF) experiment, stable gaze fixation is of utmost importance in order to correctly link the presented stimulus patterns to stimulated retinal regions and the resulting Blood Oxygen Level Dependent (BOLD) response of the appropriate region within the visual cortex. A method is described that compensates for unstable gaze fixation by recording gaze position via an eyetracker and subsequently modifies the input stimulus underlying the PRF analysis according to the eyetracking measures. Here we show that PRF maps greatly improve when the method is applied to data acquired with either saccadic or smooth eye movements. We conclude that the technique presented herein is useful for studies involving subjects with unstable gaze fixation, particularly elderly patient populations.
- Subjects :
- 0301 basic medicine
Adult
Male
Eye Movements
genetic structures
Cognitive Neuroscience
Population
Motion Perception
03 medical and health sciences
Young Adult
0302 clinical medicine
medicine
Humans
Computer vision
Motion perception
education
Eye Movement Measurements
Visual Cortex
education.field_of_study
Brain Mapping
business.industry
Eye movement
Gaze
Magnetic Resonance Imaging
Saccadic masking
Visual field
030104 developmental biology
Visual cortex
medicine.anatomical_structure
Neurology
Pattern Recognition, Visual
Receptive field
Female
Artificial intelligence
Psychology
business
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 10538119
- Volume :
- 142
- Database :
- OpenAIRE
- Journal :
- NeuroImage
- Accession number :
- edsair.doi.dedup.....a18632649096230380eccdb3288f7eca