2020
DOI: 10.1101/2020.10.19.20215087
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Evaluation of Eye-tracking for a Decision Support Application

Abstract: Eye-tracking is used widely to investigate visual and cognitive processes in the context of electronic medical record systems. We investigated a novel application of eye tracking to collect training data for machine learning-based clinical decision support. Specifically, we recorded the information-seeking behavior of physicians while they used electronic medical records in the context of a specific clinical task. Using data captured by a low-cost eye tracking device, we evaluated the performance of several me… Show more

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Cited by 2 publications
(2 citation statements)
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“…The Simple EMR System can be paired with a Tobii Eye Tracker 4C, to capture both a stream of eye-gaze coordinates and a stream of position coordinates for what is displayed onscreen. An algorithm then automatically maps eye-gaze to onscreen data elements to generate a list of what the user was viewing [18, 19, 20]. The scripts and accompanying documentation for incorporating eye-tracking with the Simple EMR System are freely available on GitHub at https://github.com/ajk77/EyeBrowserPy.…”
Section: Resultsmentioning
confidence: 99%
“…The Simple EMR System can be paired with a Tobii Eye Tracker 4C, to capture both a stream of eye-gaze coordinates and a stream of position coordinates for what is displayed onscreen. An algorithm then automatically maps eye-gaze to onscreen data elements to generate a list of what the user was viewing [18, 19, 20]. The scripts and accompanying documentation for incorporating eye-tracking with the Simple EMR System are freely available on GitHub at https://github.com/ajk77/EyeBrowserPy.…”
Section: Resultsmentioning
confidence: 99%
“…The decision support system method that the researcher uses to help solve the problems of the Tahfidz Qur'an Dzunnur'Ain Foundation in choosing the best hafidzoh is the Multi-Objective Optimization method based on Ratio Analysis (MOORA) and the Weight Aggregated Sum Product Assessment Method (WASPAS), where the researcher asks questions . answer directly to the leader in the form of student data, student scores, discuss criteria and alternatives [6][7] [8].…”
Section: Introductionmentioning
confidence: 99%