Neurology

Parkinson's Disease

Latest AI and machine learning research in parkinson's disease for healthcare professionals.

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Feasible Classified Models for Parkinson Disease from Tc-TRODAT-1 SPECT Imaging.

The neuroimaging techniques such as dopaminergic imaging using Single Photon Emission Computed Tomog...

Apr 2019 30978990
DeepQSM - using deep learning to solve the dipole inversion for quantitative susceptibility mapping.

Quantitative susceptibility mapping (QSM) is based on magnetic resonance imaging (MRI) phase measure...

Mar 2019 30935908
Evaluation of a sensor algorithm for motor state rating in Parkinson's disease.

INTRODUCTION: A treatment response objective index (TRIS) was previously developed based on sensor d...

Mar 2019 30935826
Analysis and evaluation of handwriting in patients with Parkinson's disease using kinematic, geometrical, and non-linear features.

BACKGROUND AND OBJECTIVES: Parkinson's disease is a neurological disorder that affects the motor sys...

(2)
Mar 2019 31046995
Assessment of Motor Impairments in Early Untreated Parkinson's Disease Patients: The Wearable Electronics Impact.

OBJECTIVE: The complex nature of Parkinson's disease (PD) makes difficult to rate its severity, main...

Mar 2019 30843855
Predictive markers for Parkinson's disease using deep neural nets on neuromelanin sensitive MRI.

Neuromelanin sensitive magnetic resonance imaging (NMS-MRI) has been crucial in identifying abnormal...

Mar 2019 30870733
Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson's Disease in 3D Nuclear Imaging Data.

Over the last years convolutional neural networks (CNNs) have shown remarkable results in different ...

Mar 2019 31046514
Upper limb motor pre-clinical assessment in Parkinson's disease using machine learning.

INTRODUCTION: Parkinson's disease (PD) is a common neurodegenerative disorder characterized by disab...

Feb 2019 30826265
Network abnormalities among non-manifesting Parkinson disease related LRRK2 mutation carriers.

Non-manifesting carriers (NMC) of the G2019S mutation in the LRRK2 gene represent an "at risk" group...

Feb 2019 30793410
A Multi-Layer Gaussian Process for Motor Symptom Estimation in People With Parkinson's Disease.

The assessment of Parkinson's disease (PD) poses a significant challenge, as it is influenced by var...

Feb 2019 30794163
SHARQnet - Sophisticated harmonic artifact reduction in quantitative susceptibility mapping using a deep convolutional neural network.

Quantitative susceptibility mapping (QSM) reveals pathological changes in widespread diseases such a...

Feb 2019 30773331
An Evaluation of the Effect of Vision on Standing Stability in the Early Stage of Parkinson's Disease.

BACKGROUND: Postural instability is a common disorder in Parkinson's disease (PD). The aim of this s...

Feb 2019 30731457
Longitudinal Connectomes as a Candidate Progression Marker for Prodromal Parkinson's Disease.

Parkinson's disease is the second most prevalent neurodegenerative disorder in the Western world. It...

Jan 2019 30686966
Effects of robot-assisted gait training in patients with Parkinson's disease: study protocol for a randomized controlled trial.

BACKGROUND: Robot-assisted gait training (RAGT) was developed to restore gait function by promoting ...

Jan 2019 30616685
Resting Tremor Detection in Parkinson's Disease with Machine Learning and Kalman Filtering.

Adaptive deep brain stimulation (aDBS) is an emerging method to alleviate the side effects and impro...

Dec 2018 31334499
Robot-assisted tremor control for performance enhancement of retinal microsurgeons.

Pars plana vitrectomy is a challenging, minimally invasive microsurgical procedure due to its intrin...

Dec 2018 30573495
Updates in Urologic Robot Assisted Surgery.

Modern robotics is an advanced minimally invasive technology with the advantages of wristed capabili...

Dec 2018 30613380
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.

Parkinson's Disease (PD) is one of the most prevalent neurodegenerative diseases that affects tens o...

Dec 2018 30815157
Machine learning studies on major brain diseases: 5-year trends of 2014-2018.

In the recent 5 years (2014-2018), there has been growing interest in the use of machine learning (M...

(1)
Nov 2018 30498877
Wearable sensors for Parkinson's disease: which data are worth collecting for training symptom detection models.

Machine learning algorithms that use data streams captured from soft wearable sensors have the poten...

Nov 2018 31304341
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