AntiSaccadeNet: A Deep Learning Framework for Differentiating Parkinsonian Disorders through Antisaccade Time Series Classification
Objective: To develop and evaluate a deep learning architecture (AntiSaccadeNet) that utilizes continuous antisaccade eye movement time-series data to differentiate between Parkinson's disease (PD) and…Eye movement abnormalities in GBA1-related Parkinson’s disease and non-manifesting GBA1-carriers
Objective: To perform an in-depth characterization of eye movement abnormalities in Parkinson’s disease (PD) and non-manifesting carriers of GBA1 pathogenic variants. Background: Eye movement abnormalities…Eye tracking identifies biomarkers predicting Parkinson’s disease before motor symptom onset
Objective: To investigate eye movement changes as an early motor biomarker of Parkinson’s disease (PD) in patients with REM sleep behavior disorder (RBD). Background: RBD…Resolution Dependence of Machine Learning for Differential Diagnosis of Parkinsonian Eye Movements
Objective: To establish the extent to which high temporal resolution is required to differentiate between parkinsonian disease states from eye movements. Background: Previous studies have…Digital measurement of ocular microtremor in Parkinson’s Disease: Analytical and clinical validation
Objective: This pilot study examined the analytical and clinical validation of OMT measurement via the iTremor ONE device in PwPD. Background: Ocular microtremor (OMT) is…Machine Learning Model using Eye Movements for the Differential Diagnosis of iPD and Atypical Parkinsonian Syndromes
Objective: To develop a machine learning (ML) model to first between differentiate between healthy controls, idiopathic PD, Atypical Parkinsonian syndromes and then further subclassify as…Oculomotor Differences in PARK2 PD: a Study of Structured and Unstructured Eye Movements in an Irish Genetic Cohort
Objective: To identify and measure how eye movements differ between biallelic PARK2 carriers, carriers of a single PARK2 variant and non-carriers using structured and unstructured…Concomitant Progressive Supranuclear Palsy and Amyotrophic Lateral Sclerosis Versus Motoneuron Phenotype of PSP in Ukrainian Patient
Objective: To provide a description of a rare case of mixed progressive supranuclear palsy (PSP) and amyotrophic lateral sclerosis (ALS) in Ukrainian patient. Background: The…Multiscale entropy: a New Oculomotor Measure of PSP.
Objective: The objective of this study was investigate whether multiscale entropy, a measure of complexity, when applied to the path of unconstrained eye movements could…Utilizing the 15-item modification of the PSPRS rating scale (mPSPRS-15) as the primary endpoint for future clinical trials in progressive supranuclear palsy
Objective: To compare the properties of PSPRS-28, mPSPRS-15, and the rPSPRS-10 and assess their utility as a primary endpoint in PSP trials. Background: Progressive supranuclear…
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