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

arXiv · AI, language, vision and robotics · article · Aug 25, 2026 · UTC

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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