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July 27, 2024, 7:51 a.m.
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Impact of Dental AI Support Systems on Caries Detection: An Experimental Study

Twenty-two dental experts (6 women, 16 men) participated in the study, all having more than two years of clinical experience and regularly detecting caries. The study involved using a dental AI decision-support system called dentalXrai Pro 1. 0. 4. The system automatically detects pathologies and restorations on bitewing images, providing color highlighting and generating written documentation. Participants viewed 20 randomly selected bitewing images, with half of them having AI support and half without. The task was to visually inspect the images and report any proximal caries detections and treatment decisions. The participants used the AI software when available and toggled the AI overlay on and off.

The study utilized eye tracking technology to record participants' gaze patterns during the task. Data collection resulted in 349 datasets for analysis. The study design aimed for convenience and controlled for potential fatigue or learning effects. The trial was not conducted on patients but on retrospectively sampled imagery material. Ethical approval was obtained, and written informed consent was collected from all participants.



Brief news summary

The study involved the participation of twenty-two dental experts, both men and women, who worked at the dental hospital of Charité - Universitätsmedizin Berlin or in private practices in Berlin, Germany. These participants had more than two years of clinical experience and regularly detected caries in their work. The study focused on the use of an AI decision-support system called dentalXrai Pro 1.0.4, which aids in the detection and documentation of dental pathologies. The participants were randomly assigned to two conditions: one with AI support and one without. Each participant evaluated 20 bitewing images, with 10 images in each condition. The participants used the AI software to inspect the images and reported any caries detections and treatment decisions. The study recorded the participants' gaze patterns using an eye tracker. Data analysis included the exclusion of datasets with poor gaze signal quality, resulting in 349 datasets being included in the analysis.
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