Tag: prediction model
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Developing a Clinical Prediction Model for Ultra-Early Mild Acute Ischemic Stroke
Introduction to Ultra-Early Prediction in Mild AIS Cerebrovascular disease, particularly acute ischemic stroke (AIS) caused by cerebral atherosclerosis, remains a leading cause of disability and mortality in China. Early identification of patients at risk of progression or poor outcomes is crucial to guiding therapeutic decisions and improving functional recovery. Recent advances focus on ultra-early prediction…
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Ultra-Early Prediction Model for Mild Acute Ischemic Stroke: A Path to Faster, Safer Care in China
Introduction to Ultra-Early Prediction in Mild AIS Cerebrovascular diseases, particularly acute ischemic stroke (AIS) caused by cerebral atherosclerosis, remain a leading cause of morbidity and mortality in China. AIS is characterized by an abrupt interruption of blood flow to the brain, resulting in tissue damage that evolves rapidly. In recent years, researchers have turned to…
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AI-Based Cardiovascular Disease Prediction: Insights from Longitudinal Data in Iran
Overview Cardiovascular disease (CVD) remains a leading cause of mortality worldwide. In Iran, where mortality rates from heart conditions are notably high, researchers are turning to artificial intelligence (AI) and machine learning (ML) to improve risk prediction. This article summarizes the development and validation of an AI-based model designed to predict cardiovascular events using longitudinal…