AIMC Topic: Stroke

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Identification of early invisible acute ischemic stroke in non-contrast computed tomography using two-stage deep-learning model.

Theranostics Jul 18, 2022
Although non-contrast computed tomography (NCCT) is the recommended examination for the suspected acute ischemic stroke (AIS), it cannot detect significant changes in the early infarction. We aimed to develop a deep-learning model to identify early ...
Area Under Curve Humans Middle Aged Stroke Tomography, X-Ray Computed Retrospective Studies Deep Learning Aged Male Ischemic Stroke
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Effects of robotic priming of bilateral arm training, mirror therapy, and impairment-oriented training on sensorimotor and daily functions in patients with chronic stroke: study protocol of a single-blind, randomized controlled trial.

Trials Jul 15, 2022
BACKGROUND: Combining robotic therapy (RT) with task-oriented therapy is an emerging strategy to facilitate motor relearning in stroke rehabilitation. This study protocol will compare novel rehabilitation regimens that use bilateral RT as a priming t...
Stroke Rehabilitation Single-Blind Method Mirror Movement Therapy Stroke Arm Upper Extremity Recovery of Function Activities of Daily Living Humans Randomized Controlled Trials as Topic Treatment Outcome Robotics
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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...
Humans Retrospective Studies Treatment Outcome Gait Exercise Therapy Stroke Rehabilitation Stroke Walking Robotics
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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...
Evoked Potentials Upper Extremity Stroke Rehabilitation Stroke Treatment Outcome Brain-Computer Interfaces Recovery of Function Robotics Humans
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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...
Randomized Controlled Trials as Topic Robotics Upper Extremity Stroke Rehabilitation Stroke China Cognition Recovery of Function Humans
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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...
Humans Deep Learning Triage Emergency Service, Hospital Magnetic Resonance Imaging Stroke
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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,...
Robotic Surgical Procedures Stroke Machine Learning Robotics Movement Biomechanical Phenomena Posture Humans
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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...
Brain Deep Learning Magnetic Resonance Imaging Humans Stroke Algorithms
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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...
Stroke Humans Machine Learning
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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...
Treatment Outcome Robotics Stroke Humans Pilot Projects Stroke Rehabilitation Muscle Spasticity Mirror Movement Therapy Upper Extremity Botulinum Toxins, Type A
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