3 citations · 5 across the 7 of their papers we have counts for
4 papers · 1 filter
Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability
Vyom Raval, Kevin P. Nguyen, Ashley Gerald +2
Parkinson's disease (PD) is a common neurological disorder characterized by gait impairment. PD has no cure, and an impediment to developing a treatment is the lack of any accepted…
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen +1
Currently, the diagnosis of Autism Spectrum Disorder (ASD) is dependent upon a subjective, time-consuming evaluation of behavioral tests by an expert clinician. Non-invasive functi…
Improved motion correction for functional MRI using an omnibus regression model
Vyom Raval, Kevin P. Nguyen, Albert Montillo
Head motion during functional Magnetic Resonance Imaging acquisition can significantly contaminate the neural signal and introduce spurious, distance-dependent changes in signal co…
Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher +3
The application of deep learning to build accurate predictive models from functional neuroimaging data is often hindered by limited dataset sizes. Though data augmentation can help…