Search Results for author: Benedikt Hosp

Found 4 papers, 0 papers with code

Latent gaze information in highly dynamic decision-tasks

no code implementations8 Feb 2022 Benedikt Hosp

In this dissertation, I present some of these approaches which I worked on during my Ph. D. First, I provide insight into the development of models that use artificial intelligence to connect eye movements with visual expertise.

Decision Making

States of confusion: Eye and Head tracking reveal surgeons' confusion during arthroscopic surgery

no code implementations11 Jun 2021 Benedikt Hosp, Myat Su Yin, Peter Haddawy, Ratthapoom Watcharporas, paphon Sa-ngasoonsong, Enkelejda Kasneci

During arthroscopic surgeries, surgeons are faced with challenges like cognitive re-projection of the 2D screen output into the 3D operating site or navigation through highly similar tissue.

Differentiating Surgeon Expertise Solely by Eye Movement Features

no code implementations11 Feb 2021 Benedikt Hosp, Myat Su Yin, Peter Haddawy, Paphon Sa-Ngasoongsong, Enkelejda Kasneci

In this study, we present a model for classifying experts, 4th-year residents and 3rd-year residents, using only eye movements.

Eye Movement Feature Classification for Soccer Goalkeeper Expertise Identification in Virtual Reality

no code implementations23 Sep 2020 Benedikt Hosp, Florian Schultz, Oliver Höner, Enkelejda Kasneci

The latest research in expertise assessment of soccer players has affirmed the importance of perceptual skills (especially for decision making) by focusing either on high experimental control or on a realistic presentation.

Decision Making General Classification

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