Training focal lung pathology detection using an eye movement modeling example.

Autor:	Brams S; KU Leuven, Department of Movement Sciences, Movement Control and Neuroplasticity Research Group, Leuven, Belgium., Ziv G; The Academic College of Wingate, Netanya, Israel., Hooge IT; Utrecht University, Experimental Psychology, Department of Psychology, Utrecht, The Netherlands., Levin O; KU Leuven, Department of Movement Sciences, Movement Control and Neuroplasticity Research Group, Leuven, Belgium., Verschakelen J; KU Leuven, Radiology, Department of Imaging and Pathology, Leuven, Belgium., Mark Williams A; University of Utah, College of Health, Department of Health and Kinesiology, Salt Lake City, United States., Wagemans J; KU Leuven, Department of Brain and Cognition, Laboratory of Experimental Psychology, Leuven, Belgium., Helsen WF; KU Leuven, Department of Movement Sciences, Movement Control and Neuroplasticity Research Group, Leuven, Belgium.
Jazyk:	angličtina
Zdroj:	Journal of medical imaging (Bellingham, Wash.) [J Med Imaging (Bellingham)] 2021 Mar; Vol. 8 (2), pp. 025501. Date of Electronic Publication: 2021 Mar 13.
DOI:	10.1117/1.JMI.8.2.025501
Abstrakt:	Purpose: Published reports suggest that nonoptimal visual search behavior is associated with false negatives in chest x-ray interpretation. Eye movement modeling example (EMME)-based training interventions, that is, interventions showing models of visual search to trainees, have been shown to improve visual search as well as task accuracy. Approach: We examined the detection of focal lung pathology on chest x-rays before and after two different EMME training interventions that have been shown to be efficient: (i) an EMME showing moving fixations on a blurred background (spotlight group) and (ii) an EMME showing moving fixations on a nonblurred background (circle group). These two experimental groups were compared to a control group that was only provided with the correct location of pathologies on the chest x-rays. Results: Performance outcomes showed improved detection sensitivity and specificity in all groups (also the control group). It appears that repetitive exposure to pathologies on chest x-rays with feedback resulted in enhanced pattern recognition. In addition, visual search strategies became more efficient during post-tests. Conclusion : Repetitive exposure to a focal lung pathology detection task with feedback improves overall performance. However, the specific EMME training interventions did not add any further advantages. Similar training interventions can be provided online to assess feasibility and reproducibility of such (or similar) training formats. Such training can, for example, reduce the number of false negative errors, especially for novices. (© 2021 Society of Photo-Optical Instrumentation Engineers (SPIE).)
Databáze:	MEDLINE
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