Neurology

Parkinson's Disease

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

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A machine learning approach for predicting CRISPR-Cas9 cleavage efficiencies and patterns underlying its mechanism of action.

The adaptation of the CRISPR-Cas9 system as a genome editing technique has generated much excitement...

Oct 2017 29036168
A hierarchical structure for human behavior classification using STN local field potentials.

BACKGROUND: Classification of human behavior from brain signals has potential application in develop...

Oct 2017 29017898
Dynamical analysis and development of a biologically inspired SMA caterpillar robot.

With the goal of robustly designing and fabricating a soft robot based on a caterpillar featuring sh...

Sep 2017 28782735
Towards Robot-Assisted Retinal Vein Cannulation: A Motorized Force-Sensing Microneedle Integrated with a Handheld Micromanipulator .

Retinal vein cannulation is a technically demanding surgical procedure where therapeutic agents are ...

Sep 2017 28946634
Refining diagnosis of Parkinson's disease with deep learning-based interpretation of dopamine transporter imaging.

Dopaminergic degeneration is a pathologic hallmark of Parkinson's disease (PD), which can be assesse...

Sep 2017 28971009
NutriNet: A Deep Learning Food and Drink Image Recognition System for Dietary Assessment.

Automatic food image recognition systems are alleviating the process of food-intake estimation and d...

Jun 2017 28653995
A Soft Gripper with Rigidity Tunable Elastomer Strips as Ligaments.

Like their natural counterparts, soft bioinspired robots capable of actively tuning their mechanical...

Jun 2017 29251572
Automatic Assessment of a Rollator-User's Condition During Rehabilitation Using the i-Walker Platform.

Patient condition during rehabilitation has been traditionally assessed using clinical scales. These...

Apr 2017 28459694
A multilevel-ROI-features-based machine learning method for detection of morphometric biomarkers in Parkinson's disease.

Machine learning methods have been widely used in recent years for detection of neuroimaging biomark...

Apr 2017 28435046
In-Situ Force Augmentation Improves Surface Contact and Force Control.

Surgeons routinely perform surgery with noisy, sub-threshold, or obscured visual and haptic feedback...

Apr 2017 28436890
An automatic non-invasive method for Parkinson's disease classification.

BACKGROUND AND OBJECTIVE: The automatic noninvasive identification of Parkinson's disease (PD) is at...

Apr 2017 28552119
Feasibility of spirography features for objective assessment of motor function in Parkinson's disease.

OBJECTIVE: Parkinson's disease (PD) is currently incurable, however proper treatment can ease the sy...

Mar 2017 28416144
Discriminating cognitive status in Parkinson's disease through functional connectomics and machine learning.

There is growing interest in the potential of neuroimaging to help develop non-invasive biomarkers i...

Mar 2017 28349948
Mimicking Neurotransmitter Release in Chemical Synapses via Hysteresis Engineering in MoS Transistors.

Neurotransmitter release in chemical synapses is fundamental to diverse brain functions such as moto...

Mar 2017 28260370
Metric learning for Parkinsonian identification from IMU gait measurements.

Diagnosis of people with mild Parkinson's symptoms is difficult. Nevertheless, variations in gait pa...

Feb 2017 28288333
Analysis of facial expressions in parkinson's disease through video-based automatic methods.

BACKGROUND: The automatic analysis of facial expressions is an evolving field that finds several cli...

Feb 2017 28223023
Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer.

Among Parkinson's disease (PD) symptoms, freezing of gait (FoG) is one of the most debilitating. To ...

Feb 2017 28199357
Robotic-assisted gait training in Parkinson's disease: a three-month follow-up randomized clinical trial.

PURPOSE: The aim of this study was to evaluate the efficacy of a robotic-assisted gait training (RAG...

Feb 2017 28132574
Efficient implementation of a real-time estimation system for thalamocortical hidden Parkinsonian properties.

Real-time estimation of dynamical characteristics of thalamocortical cells, such as dynamics of ion ...

Jan 2017 28065938
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