Gaze patterns of dentists while evaluating bitewing radiographs

被引:2
作者
Arsiwala-Scheppach, Lubaina T. [1 ,2 ,3 ,4 ]
Castner, Nora [5 ]
Rohrer, Csaba [1 ,2 ,3 ]
Mertens, Sarah [1 ,2 ,3 ]
Kasneci, Enkelejda [6 ]
de Oro, Jose Eduardo Cejudo Grano [1 ,2 ,3 ]
Krois, Joachim [1 ,2 ,3 ,4 ]
Schwendicke, Falk [1 ,2 ,3 ,4 ]
机构
[1] Charite Univ Med Berlin, Dept Oral Diagnost Digital Hlth & Hlth Serv Res, Assmannshauser Str 4-6, D-14197 Berlin, Germany
[2] Free Univ Berlin, Berlin, Germany
[3] Humboldt Univ, Berlin, Germany
[4] ITU WHO Focus Grp AI Hlth, Top Grp Dent Diagnost & Digital Dent, Geneva, Switzerland
[5] Univ Tubingen, Dept Comp Sci, Tubingen, Germany
[6] Tech Univ Munich, Dept Comp Sci, Munich, Germany
关键词
Dental radiography; Dentistry; Eye tracking; Medical image inspection; Scanpath; Visual search; EXPERTISE; PERCEPTION; LOOKING;
D O I
10.1016/j.jdent.2023.104585
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
Objectives: Understanding dentists' gaze patterns on radiographs may allow to unravel sources of their limited accuracy and develop strategies to mitigate them. We conducted an eye tracking experiment to characterize dentists' scanpaths and thus their gaze patterns when assessing bitewing radiographs to detect primary proximal carious lesions. Methods: 22 dentists assessed a median of nine bitewing images each, resulting in 170 datasets after excluding data with poor quality of gaze recording. Fixation was defined as an area of attentional focus related to visual stimuli. We calculated time to first fixation, fixation count, average fixation duration, and fixation frequency. Analyses were performed for the entire image and stratified by (1) presence of carious lesions and/or restorations and (2) lesion depth (E1/2: outer/inner enamel; D1-3: outer-inner third of dentin). We also examined the transitional nature of the dentists' gaze. Results: Dentists had more fixations on teeth with lesions and/or restorations (median=138 [interquartile range=87, 204]) than teeth without them (32 [15, 66]), p<0.001. Notably, teeth with lesions had longer fixation durations (407 milliseconds [242, 591]) than those with restorations (289 milliseconds [216, 337]), p<0.001. Time to first fixation was longer for teeth with E1 lesions (17,128 milliseconds [8813, 21,540]) than lesions of other depths (p = 0.049). The highest number of fixations were on teeth with D2 lesions (43 [20, 51]) and lowest on teeth with E1 lesions (5 [1, 37]), p<0.001. Generally, a systematic tooth-by-tooth gaze pattern was observed. Conclusions: As hypothesized, while visually inspecting bitewing radiographic images, dentists employed a heightened focus on certain image features/areas, relevant to the assigned task. Also, they generally examined the entire image in a systematic tooth-by-tooth pattern.
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页数:8
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