Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study

Andrew J King   ^{1, 2} , PhD ;   Gregory F Cooper   ^{1, 3} , MD, PhD ;   Gilles Clermont   ² , MSc, MD ;   Harry Hochheiser   ^{1, 3} , PhD ;   Milos Hauskrecht   ⁴ , PhD ;   Dean F Sittig   ⁵ , PhD ;   Shyam Visweswaran   ^{1, 3} , MD, PhD

¹ Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States

² Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA, United States

³ Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, United States

⁴ Department of Computer Science, University of Pittsburgh, Pittsburgh, PA, United States

⁵ Department of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States