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Inferring concussion history in athletes using pose and ground reaction force estimation and stability analysis of plyometric exercise videos

Author(s): Alves W; Babouras A; Martineau PA; Schutt D; Robbins S; Fevens T;

Concussions present a significant risk to athletes, with females exhibiting higher rates and prolonged recovery times than males. Current sideline concussion detection methods, such as the King-Devick test commonly used as a rapid screening tool designed to evaluate eye movement, attention, language, and cognitive processing abilities suffer from validity ...

Article GUID: 40632382


Real-time motion detection using dynamic mode decomposition

Author(s): Mignacca M; Brugiapaglia S; Bramburger JJ;

Dynamic mode decomposition (DMD) is a numerical method that seeks to fit time-series data to a linear dynamical system. In doing so, DMD decomposes dynamic data into spatially coherent modes that evolve in time according to exponential growth/decay or with a fixed frequency of oscillation. A widespread application of DMD has been to video, where one inter ...

Article GUID: 40421310


Comparing novel smartphone pose estimation frameworks with the Kinect V2 for knee tracking during athletic stress tests

Author(s): Babouras A; Abdelnour P; Fevens T; Martineau PA;

Purpose: To compare the accuracy of the Microsoft Kinect V2 with novel pose estimation frameworks, in assessing knee kinematics during athletic stress tests, for fast and portable risk assessment of anterior cruciate ligament (ACL) injury. Methods: We captured 254 varsity athletes, using the Kinect V2 and a smartphone application utilizing Google's M ...

Article GUID: 38730186


Breamy: An augmented reality mHealth prototype for surgical decision-making in breast cancer

Author(s): Najafi N; Addie M; Meterissian S; Kersten-Oertel M;

Breast cancer is one of the most prevalent forms of cancer, affecting approximately one in eight women during their lifetime. Deciding on breast cancer treatment, which includes the choice between surgical options, frequently demands prompt decision-making within an 8-week timeframe. However, many women lack the necessary knowledge and preparation for mak ...

Article GUID: 38638506


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