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Ensemble of Convolutional Neural Networks for StrokePrediction: Towards Improved Diagnostic Accuracy

Brain stroke, known for its high mortality and incidence rates, poses significant health risks and requires rapid intervention for survival. Early diagnosis and preventive measures can greatly reduce life loss and disabilities. Recent advancements in deep learning have led to novel computer-aided diagnostic techniques for early stroke detection. This study proposes an intelligent system that predicts potential strokes using eleven features, evaluated through seven supervised machine learning algorithms. The process includes a literature review, dataset visualization, data preprocessing, and mo

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LinkedLinked via arxiv author · 85%Md Shahriar Sajid →
“Ensemble of Convolutional Neural Networks for StrokePrediction: Towards Improved Diagnostic Accuracy”
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newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - The Malone Telegram newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Fairfax County Times newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - True North Radio Network newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - lincolnjournal.com newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Carroll County Mirror-Democrat

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newsRetinal Image-Based Deep Learning Algorithm for Mild Cognitive Impairment Detection in Patients with Coronary Artery Disease: Diagnostic Performance and Clinical Implications - Vera Health newsMachine learning-based prediction of early neurological deterioration after stroke embolectomy - springermedicine.com

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personMd Shahriar Sajid

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newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Carroll County Mirror-Democrat newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - The Malone Telegram newsMachine learning-based prediction of early neurological deterioration after stroke embolectomy - springermedicine.com newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - Fairfax County Times newsRetinal Image-Based Deep Learning Algorithm for Mild Cognitive Impairment Detection in Patients with Coronary Artery Disease: Diagnostic Performance and Clinical Implications - Vera Health personMd Shahriar Sajid newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - lincolnjournal.com newsAdvancing Neurological Disease Prediction through Machine Learning Techniques - True North Radio Network

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