State of the Art: Eye-Tracking Studies in Medical Imaging
Eye-tracking-the process of measuring where people look in a visual field-has been widely used to study how humans process visual information. In medical imaging, eye-tracking has become a popular technique in many applications to reveal how visual search and recognition tasks are performed, providi...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8399735/ |
| _version_ | 1818913006545797120 |
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| author | Lucie Leveque Hilde Bosmans Lesley Cockmartin Hantao Liu |
| author_facet | Lucie Leveque Hilde Bosmans Lesley Cockmartin Hantao Liu |
| author_sort | Lucie Leveque |
| collection | DOAJ |
| description | Eye-tracking-the process of measuring where people look in a visual field-has been widely used to study how humans process visual information. In medical imaging, eye-tracking has become a popular technique in many applications to reveal how visual search and recognition tasks are performed, providing information that can improve human performance. In this paper, we present a comprehensive review of eye-tracking studies conducted with medical images and videos for diverse research purposes, including the identification of the degree of expertise, development of training, and understanding and modeling of visual search patterns. In addition, we present our recent eye-tracking study that involves a large number of screening mammograms viewed by experienced breast radiologists. Based on the eye-tracking data, we evaluate the plausibility of predicting visual attention by computational models. |
| first_indexed | 2024-12-19T23:23:38Z |
| format | Article |
| id | doaj.art-a45d3da80b284225911ba0dd09594e8c |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T23:23:38Z |
| publishDate | 2018-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-a45d3da80b284225911ba0dd09594e8c2022-12-21T20:01:54ZengIEEEIEEE Access2169-35362018-01-016370233703410.1109/ACCESS.2018.28514518399735State of the Art: Eye-Tracking Studies in Medical ImagingLucie Leveque0https://orcid.org/0000-0002-1811-0991Hilde Bosmans1Lesley Cockmartin2Hantao Liu3School of Computer Science and Informatics, Cardiff University, Cardiff, U.K.Department of Radiology, University Hospitals, KU Leuven, Leuven, BelgiumDepartment of Radiology, University Hospitals, KU Leuven, Leuven, BelgiumSchool of Computer Science and Informatics, Cardiff University, Cardiff, U.K.Eye-tracking-the process of measuring where people look in a visual field-has been widely used to study how humans process visual information. In medical imaging, eye-tracking has become a popular technique in many applications to reveal how visual search and recognition tasks are performed, providing information that can improve human performance. In this paper, we present a comprehensive review of eye-tracking studies conducted with medical images and videos for diverse research purposes, including the identification of the degree of expertise, development of training, and understanding and modeling of visual search patterns. In addition, we present our recent eye-tracking study that involves a large number of screening mammograms viewed by experienced breast radiologists. Based on the eye-tracking data, we evaluate the plausibility of predicting visual attention by computational models.https://ieeexplore.ieee.org/document/8399735/Medical imagingvisual attentionimage qualityeye-trackingsaliency |
| spellingShingle | Lucie Leveque Hilde Bosmans Lesley Cockmartin Hantao Liu State of the Art: Eye-Tracking Studies in Medical Imaging IEEE Access Medical imaging visual attention image quality eye-tracking saliency |
| title | State of the Art: Eye-Tracking Studies in Medical Imaging |
| title_full | State of the Art: Eye-Tracking Studies in Medical Imaging |
| title_fullStr | State of the Art: Eye-Tracking Studies in Medical Imaging |
| title_full_unstemmed | State of the Art: Eye-Tracking Studies in Medical Imaging |
| title_short | State of the Art: Eye-Tracking Studies in Medical Imaging |
| title_sort | state of the art eye tracking studies in medical imaging |
| topic | Medical imaging visual attention image quality eye-tracking saliency |
| url | https://ieeexplore.ieee.org/document/8399735/ |
| work_keys_str_mv | AT lucieleveque stateofthearteyetrackingstudiesinmedicalimaging AT hildebosmans stateofthearteyetrackingstudiesinmedicalimaging AT lesleycockmartin stateofthearteyetrackingstudiesinmedicalimaging AT hantaoliu stateofthearteyetrackingstudiesinmedicalimaging |