AIMC Topic: Stroke

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Adjustable Parameters and the Effectiveness of Adjunct Robot-Assisted Gait Training in Individuals with Chronic Stroke.

International journal of environmental research and public health Jul 4, 2022
The aims of this study were (1) to compare the effect of robot-assisted gait orthosis (RAGO) plus conventional physiotherapy with the effect of conventional therapy alone on functional outcomes, including balance, walking ability, muscle strength, da...
Retrospective Studies Treatment Outcome Robotics Humans Gait Exercise Therapy Stroke Stroke Rehabilitation Walking
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SSVEP-Based Brain Computer Interface Controlled Soft Robotic Glove for Post-Stroke Hand Function Rehabilitation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jul 4, 2022
Soft robotic glove with brain computer interfaces (BCI) control has been used for post-stroke hand function rehabilitation. Motor imagery (MI) based BCI with robotic aided devices has been demonstrated as an effective neural rehabilitation tool to im...
Upper Extremity Stroke Rehabilitation Humans Brain-Computer Interfaces Treatment Outcome Robotics Evoked Potentials Recovery of Function Stroke
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Effects of robot-assisted therapy on upper limb and cognitive function in patients with stroke: study protocol of a randomized controlled study.

Trials Jun 28, 2022
BACKGROUND: Impairments in upper limb motor function and cognitive ability are major health problems experienced by stroke patients, necessitating the development of novel and effective treatment options in stroke care. The aim of this study is to ex...
Humans China Cognition Robotics Stroke Upper Extremity Recovery of Function Randomized Controlled Trials as Topic Stroke Rehabilitation
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DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning.

Medical image analysis Jun 25, 2022
In an emergency room (ER) setting, stroke triage or screening is a common challenge. A quick CT is usually done instead of MRI due to MRI's slow throughput and high cost. Clinical tests are commonly referred to during the process, but the misdiagnosi...
Deep Learning Magnetic Resonance Imaging Emergency Service, Hospital Stroke Triage Humans
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A Machine Learning Model for Predicting Sit-to-Stand Trajectories of People with and without Stroke: Towards Adaptive Robotic Assistance.

Sensors (Basel, Switzerland) Jun 24, 2022
Sit-to-stand and stand-to-sit transfers are fundamental daily motions that enable all other types of ambulation and gait. However, the ability to perform these motions can be severely impaired by different factors, such as the occurrence of a stroke,...
Robotics Robotic Surgical Procedures Movement Stroke Biomechanical Phenomena Posture Humans Machine Learning
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Prediction of Motor Outcome of Stroke Patients Using a Deep Learning Algorithm with Brain MRI as Input Data.

European neurology Jun 23, 2022
BACKGROUND: Deep learning techniques can outperform traditional machine learning techniques and learn from unstructured and perceptual data, such as images and languages. We evaluated whether a convolutional neural network (CNN) model using whole axi...
Magnetic Resonance Imaging Brain Humans Deep Learning Algorithms Stroke
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Stroke Risk Prediction with Machine Learning Techniques.

Sensors (Basel, Switzerland) Jun 21, 2022
A stroke is caused when blood flow to a part of the brain is stopped abruptly. Without the blood supply, the brain cells gradually die, and disability occurs depending on the area of the brain affected. Early recognition of symptoms can significantly...
Machine Learning Stroke Humans
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A Pilot Randomized Controlled Trial of Botulinum Toxin Treatment Combined with Robot-Assisted Therapy, Mirror Therapy, or Active Control Treatment in Patients with Spasticity Following Stroke.

Toxins Jun 17, 2022
Effects of the combined task-oriented trainings with botulinum toxin A (BoNT-A) injection on improving motor functions and reducing spasticity remains unclear. This study aims to investigate effects of 3 task-oriented trainings (robot-assisted therap...
Mirror Movement Therapy Stroke Upper Extremity Pilot Projects Botulinum Toxins, Type A Humans Stroke Rehabilitation Treatment Outcome Muscle Spasticity Robotics
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[Early mobilization in the intensive care unit-Are robot-assisted systems the future?].

Die Anaesthesiologie Jun 15, 2022
BACKGROUND: Intensive care unit (ICU) acquired weakness is associated with reduced physical function, increased mortality and reduced quality of life, and affects about 43% of survivors of critical illness. Lacking therapeutic options, the prevention...
Critical Illness Intensive Care Units Humans Stroke Early Ambulation Quality of Life Robotics
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Value of 4D CT Angiography Combined with Whole Brain CT Perfusion Imaging Feature Analysis under Deep Learning in Imaging Examination of Acute Ischemic Stroke.

Computational intelligence and neuroscience Jun 13, 2022
This study was aimed at investigating the application of deep learning 4D computed tomography angiography (CTA) combined with whole brain CT perfusion (CTP) imaging in acute ischemic stroke (AIS). A total of 46 patients with ischemic stroke were sele...
Stroke Cerebrovascular Circulation Perfusion Imaging Deep Learning Ischemic Stroke Computed Tomography Angiography Brain Cerebral Angiography Humans Tomography, X-Ray Computed
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