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Stroke - AI Medical Compendium

AIMC Topic: Stroke

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Human-in-the-Loop Myoelectric Pattern Recognition Control of an Arm-Support Robot to Improve Reaching in Stroke Survivors.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 18, 2025
The objective of this study was to assess the feasibility and efficacy of using real-time human-in-the-loop pattern recognition-based myoelectric control to control vertical support force or vertical position to improve reach in individuals with chro...
Movement Survivors Stroke Rehabilitation Algorithms Female Aged Adult Biomechanical Phenomena Male Middle Aged Stroke Wearable Electronic Devices Feasibility Studies Arm Muscle, Skeletal Humans Pattern Recognition, Automated Robotics Machine Learning Discriminant Analysis Electromyography
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Automated Identification of Stroke Thrombolysis Contraindications from Synthetic Clinical Notes: A Proof-of-Concept Study.

Cerebrovascular diseases extra Mar 17, 2025
INTRODUCTION: Timely thrombolytic therapy improves outcomes in acute ischemic stroke. Manual chart review to screen for thrombolysis contraindications may be time-consuming and prone to errors. We developed and tested a large language model (LLM)-bas...
Thrombolytic Therapy Fibrinolytic Agents Stroke Automation Proof of Concept Study Treatment Outcome Humans Contraindications, Drug Predictive Value of Tests Decision Support Techniques Natural Language Processing Electronic Health Records Ischemic Stroke Reproducibility of Results
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Risk of bias assessment of post-stroke mortality machine learning predictive models: Systematic review.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Mar 13, 2025
BACKGROUND: Stroke is a major cause of mortality and permanent disability worldwide. Precise prediction of post-stroke mortality is essential for guiding treatment decisions and rehabilitation planning. The ability of Machine learning models to proce...
Stroke Reproducibility of Results Risk Factors Aged Male Middle Aged Risk Assessment Time Factors Predictive Value of Tests Machine Learning Decision Support Techniques Prognosis Female Humans
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Compliance Evaluation with ChatGPT for Diagnosis and Treatment in Patients Brought to the ED with a Preliminary Diagnosis of Stroke.

Prehospital emergency care Mar 13, 2025
OBJECTIVES: Chat Generative Pre-trained Transformer (ChatGPT) is a natural language processing product developed by OpenAI. Recently, the use of ChatGPT has gained attention in the field of health care, particularly for its potential applications in ...
Middle Aged Generative Artificial Intelligence Emergency Medical Services Natural Language Processing Emergency Service, Hospital Stroke Female Aged Aged, 80 and over Male Humans
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A Novel Explainable Attention-Based Meta-Learning Framework for Imbalanced Brain Stroke Prediction.

Sensors (Basel, Switzerland) Mar 11, 2025
The accurate prediction of brain stroke is critical for effective diagnosis and management, yet the imbalanced nature of medical datasets often hampers the performance of conventional machine learning models. To address this challenge, we propose a n...
Stroke Humans Attention Artificial Intelligence Machine Learning Algorithms Brain Deep Learning
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Artificial intelligence in stroke rehabilitation: From acute care to long-term recovery.

Neuroscience Mar 9, 2025
Stroke is a leading cause of disability worldwide, driving the need for advanced rehabilitation strategies. The integration of Artificial Intelligence (AI) into stroke rehabilitation presents significant advancements across the continuum of care, fro...
Stroke Brain-Computer Interfaces Stroke Rehabilitation Humans Artificial Intelligence Recovery of Function
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Rapid Blood Clot Removal via Remote Delamination and Magnetization of Clot Debris.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Mar 8, 2025
Micro/nano-scale robotic devices are emerging as a cutting-edge approach for precision intravascular therapies, offering the potential for highly targeted drug delivery. While employing micro/nanorobotics for stroke treatment is a promising strategy ...
Humans Stroke Thrombosis Thrombectomy Animals Robotics Thrombolytic Therapy Blood Coagulation
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Rehabilitation training robot using mirror therapy for the upper and lower limb after stroke: a prospective cohort study.

Journal of neuroengineering and rehabilitation Mar 7, 2025
BACKGROUND: This prospective cohort study was designed to investigate and compare the effectiveness of rehabilitation training robots versus conventional rehabilitation training on stroke survivors by monitoring alterations in brain network of stroke...
Humans Prospective Studies Recovery of Function Male Robotics Middle Aged Brain Upper Extremity Stroke Magnetic Resonance Imaging Female Stroke Rehabilitation Exercise Therapy Lower Extremity Aged Adult
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How Can Robotic Devices Help Clinicians Determine the Treatment Dose for Post-Stroke Arm Paresis?

Sensors (Basel, Switzerland) Mar 6, 2025
Upper limb training dose after stroke is usually quantified by time and repetitions. This study analyzed upper limb motor training dose in stroke participants (N = 36) using a more comprehensive approach. Participants, classified by initial motor sev...
Paresis Upper Extremity Stroke Rehabilitation Aged Humans Middle Aged Robotics Adult Female Recovery of Function Stroke Biomechanical Phenomena Arm Male
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Combined effects and timing of robotic training and botulinum toxin on upper limb spasticity and motor function: a single‑blinded randomized controlled pilot study.

Journal of neuroengineering and rehabilitation Mar 6, 2025
BACKGROUND: This study aimed to evaluate the combined effects of robotic training (RT) and botulinum toxin (BTX) injections on motor function and spasticity in individuals with post-stroke upper limb spasticity (ULS). We also sought to investigate th...
Pilot Projects Treatment Outcome Robotics Single-Blind Method Aged Adult Male Middle Aged Botulinum Toxins, Type A Neuromuscular Agents Stroke Rehabilitation Muscle Spasticity Stroke Botulinum Toxins Humans Combined Modality Therapy Female Exercise Therapy Upper Extremity
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