David Vaillancourt

Professor | Chair University of Florida

  • Gainesville FL

David Vaillancourt’s studies how the brain regulates voluntary and involuntary movement with a specific focus on motor disorders.

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Biography

David Vaillancourt’s research focuses on how the brain regulates voluntary and involuntary movement with a specific focus on motor disorders. His research program uses advanced neuroimaging techniques to study the functional and structural changes in the brain of humans and animal models that span Parkinson’s disease, tremor, ataxia and dystonia.

Areas of Expertise

Structural and Functional Imaging in Rodents and Humans
Rehabilitative, Surgical and Pharmacological Interventions for Motor Disorders
Cortical Oscillations that Underlie Voluntary and Involuntary Movement
Neuroscience and the Brain
Progression Markers of Parkinson’s Disease

Media Appearances

University neuro experts receive millions for MRI-based study into Parkinson’s

HealthImaging  online

2021-03-30

“The goal is that clinical trials will be better because they will focus on specific variants,” said co-principal investigator David Vaillancourt, PhD, chair of the UF College of Health & Human Performance’s Department of Applied Physiology and Kinesiology. "Patients will be able to know their diagnosis earlier.”

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New AI tool being tested in UF Health study to improve Parkison's diagnosis

Becker's Healthcare  online

2021-03-23

"This isn't going to replace the physician's decision-making; it's just meant to be another tool in their toolkit," David Vaillancourt, PhD, chair of UF's department of applied physiology and kinesiology and a principal investigator on the study, told UF Health. "The goal is that clinical trials will be better because they will focus on specific variants. Patients will be able to know their diagnosis earlier."

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Artificial Intelligence Tool Seeks to Enhance Parkinson’s Diagnosis

HealthITAnalytics  online

2021-03-22

“This isn’t going to replace the physician’s decision making; it’s just meant to be another tool in their toolkit,” said David Vaillancourt, PhD, professor and chair of the UF College of Health & Human Performance's department of applied physiology and kinesiology. “The goal is that clinical trials will be better because they will focus on specific variants. Patients will be able to know their diagnosis earlier.”

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Articles

Alteration of the cholinergic system and motor deficits in cholinergic neuron-specific Dyt1 knockout mice

Neurobiology of Disease

Yuning Liu, et al.

2021-03-24

Dystonia is a neurological movement disorder characterized by sustained or intermittent muscle contractions, repetitive movement, and sometimes abnormal postures. DYT1 dystonia is one of the most common genetic dystonias, and most patients carry heterozygous DYT1 ∆GAG mutations causing a loss of a glutamic acid of the protein torsinA. Patients can be treated with anticholinergics, such as trihexyphenidyl, suggesting an abnormal cholinergic state.

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A Higher Order Manifold-Valued Convolutional Neural Network with Applications to Diffusion MRI Processing

International Conference on Information Processing in Medical Imaging

Jose J. Bouza, et al.

2021-06-14

In this paper, we present a novel generalization of the Volterra Series, which can be viewed as a higher-order convolution, to manifold-valued functions. A special case of the manifold-valued Volterra Series (MVVS) gives us a natural extension of the ordinary convolution to manifold-valued functions that we call, the manifold-valued convolution (MVC). We prove that these generalizations preserve the equivariance properties of the Euclidean Volterra Series and the traditional convolution operator.

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Cell-specific effects of Dyt1 knock-out on sensory processing, network-level connectivity, and motor deficits

Experimental Neurology

B.J. Wilkes, et al.

2021-06-25

DYT1 dystonia is a debilitating movement disorder characterized by repetitive, unintentional movements and postures. The disorder has been linked to mutation of the TOR1A/DYT1 gene encoding torsinA. Convergent evidence from studies in humans and animal models suggest that striatal medium spiny neurons and cholinergic neurons are important in DYT1 dystonia. What is not known is how torsinA dysfunction in these specific cell types contributes to the pathophysiology of DYT1 dystonia.

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