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Full-Text Articles in Nervous System

Seeing Eye To Eye: A Machine Learning Approach To Automated Saccade Analysis, Maigh Attre May 2019

Seeing Eye To Eye: A Machine Learning Approach To Automated Saccade Analysis, Maigh Attre

Honors Scholar Theses

Abnormal ocular motility is a common manifestation of many underlying pathologies particularly those that are neurological. Dynamics of saccades, when the eye rapidly changes its point of fixation, have been characterized for many neurological disorders including concussions, traumatic brain injuries (TBI), and Parkinson’s disease. However, widespread saccade analysis for diagnostic and research purposes requires the recognition of certain eye movement parameters. Key information such as velocity and duration must be determined from data based on a wide set of patients’ characteristics that may range in eye shapes and iris, hair and skin pigmentation [36]. Previous work on saccade analysis has …


Confirmatory Factor Analysis Of Two Computerized Neuropsychological Test Batteries: Immediate Post-Concussion Assessment And Cognitive Test (Impact) And C3 Logix, Caitlin Masterson, Julie Tuttle, Arthur C. Maerlender Jan 2019

Confirmatory Factor Analysis Of Two Computerized Neuropsychological Test Batteries: Immediate Post-Concussion Assessment And Cognitive Test (Impact) And C3 Logix, Caitlin Masterson, Julie Tuttle, Arthur C. Maerlender

Center for Brain, Biology, and Behavior: Faculty and Staff Publications

Introduction: Tests of memory and speed of cognitive and motor responses have been the primary foci in sports-related concussion assessment. This study sought to assess the construct validity of neuropsychological tests within C3 Logix.

Method: Results of both baseline C3 Logix and the Immediate Post-Concussion Assessment and Cognitive Test (ImPACT) computerized tests from 86 Division I collegiate athletes were submitted to a two-factor confirmatory analysis using structural equation modeling. The two factors of Speed and Memory have been confirmed in previous studies of ImPACT.

Results: Results confirmed the two-factor model of ImPACT, whereas C3 Logix did not …