AIMC Topic: Stroke

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Occupational therapists' evaluation of the perceived usability and utility of wearable soft robotic exoskeleton gloves for hand function rehabilitation following a stroke.

Disability and rehabilitation. Assistive technology Jun 30, 2021
PURPOSE: To evaluate the perceived usability and utility of using a soft robotic glove to rehabilitate hand function following a stroke.
Hand Stroke Exoskeleton Device Stroke Rehabilitation Humans Wearable Electronic Devices Robotics Occupational Therapists
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Improving Prehospital Stroke Diagnosis Using Natural Language Processing of Paramedic Reports.

Stroke Jun 24, 2021
BACKGROUND AND PURPOSE: Accurate prehospital diagnosis of stroke by emergency medical services (EMS) can increase treatments rates, mitigate disability, and reduce stroke deaths. We aimed to develop a model that utilizes natural language processing o...
Research Report Chicago Aged, 80 and over Allied Health Personnel Male Natural Language Processing Stroke Middle Aged Emergency Medical Services Female Humans Aged Retrospective Studies
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Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals.

Sensors (Basel, Switzerland) Jun 22, 2021
The emergence of an aging society is inevitable due to the continued increases in life expectancy and decreases in birth rate. These social changes require new smart healthcare services for use in daily life, and COVID-19 has also led to a contactles...
Humans Neural Networks, Computer COVID-19 Deep Learning Stroke SARS-CoV-2 Aged
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Exploring the Use of Brain-Computer Interfaces in Stroke Neurorehabilitation.

BioMed research international Jun 18, 2021
With the continuous development of artificial intelligence technology, "brain-computer interfaces" are gradually entering the field of medical rehabilitation. As a result, brain-computer interfaces (BCIs) have been included in many countries' strateg...
Signal Processing, Computer-Assisted Robotics Humans Orthotic Devices Electroencephalography Wheelchairs Stroke Stroke Rehabilitation Equipment Design Artificial Intelligence Neurological Rehabilitation Brain-Computer Interfaces Brain
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A New Paradigm of "Real-Time" Stroke Risk Prediction and Integrated Care Management in the Digital Health Era: Innovations Using Machine Learning and Artificial Intelligence Approaches.

Thrombosis and haemostasis Jun 15, 2021
Risk Assessment Time Factors Stroke Delivery of Health Care, Integrated Humans Machine Learning
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Use of artificial intelligence as an instrument of evaluation after stroke: a scoping review based on international classification of functioning, disability and health concept.

Topics in stroke rehabilitation Jun 11, 2021
INTRODUCTION: To understand the current practices in stroke evaluation, the main clinical decision support system and artificial intelligence (AI) technologies need to be understood to assist the therapist in obtaining better insights about impairmen...
Artificial Intelligence Algorithms Stroke Muscle Spasticity Humans International Classification of Functioning, Disability and Health
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Myoelectric analysis of upper-extremity muscles during robot-assisted bilateral wrist flexion-extension in subjects with poststroke hemiplegia.

Clinical biomechanics (Bristol, Avon) Jun 11, 2021
BACKGROUND: Muscle co-contraction during the execution of motor tasks or training is common in poststroke subjects. EMG-derived muscular activation indexes have been used to evaluate muscle co-contractions during movements. In addition, robot-assiste...
Robotics Wrist Electromyography Stroke Humans Muscle, Skeletal Hemiplegia Muscles Stroke Rehabilitation
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D-UNet: A Dimension-Fusion U Shape Network for Chronic Stroke Lesion Segmentation.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2021
Assessing the location and extent of lesions caused by chronic stroke is critical for medical diagnosis, surgical planning, and prognosis. In recent years, with the rapid development of 2D and 3D convolutional neural networks (CNN), the encoder-decod...
Magnetic Resonance Imaging Neural Networks, Computer Chronic Disease Algorithms Humans Stroke Imaging, Three-Dimensional Image Interpretation, Computer-Assisted
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Customizing Robot-Assisted Passive Neurorehabilitation Exercise Based on Teaching Training Mechanism.

BioMed research international May 31, 2021
Passive movement is an important mean of rehabilitation for stroke survivors in the early stage or with greater paralysis. The upper extremity robot is required to assist therapists with passive movement during clinical rehabilitation, while customiz...
Aged Adult Biomechanical Phenomena Male Humans Physical Therapy Modalities Arm Algorithms Stroke Rehabilitation Range of Motion, Articular Female Neurological Rehabilitation Upper Extremity Friction Middle Aged Exercise Therapy Stroke Robotics Torque Motion Equipment Design
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Improving Stroke Risk Prediction in the General Population: A Comparative Assessment of Common Clinical Rules, a New Multimorbid Index, and Machine-Learning-Based Algorithms.

Thrombosis and haemostasis May 28, 2021
BACKGROUND: There are few large studies examining and predicting the diversified cardiovascular/noncardiovascular comorbidity relationships with stroke. We investigated stroke risks in a very large prospective cohort of patients with multimorbidity, ...
Humans Machine Learning Algorithms Risk Factors Aged Logistic Models Prospective Studies United States Female Stroke Middle Aged Medicare Insurance Claim Review Aged, 80 and over Risk Assessment Adolescent Multimorbidity Adult Cohort Studies Male
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