Development and Validation of a Risk Prediction Model for Ischemic Stroke in Acute Myocardial Infarction Without Comorbid Atrial Fibrillation

Study Goal: This observational study aims to develop a tool to predict the risk of ischemic stroke(stroke caused by a blood clot) in people who survive a heart attack and do not have irregular heartbeats (atrial fibrillation) . Key Questions: Can we create an accurate tool using existing hospital records to identify which heart attack survivors without irregular heartbeats have the highest risk of stroke while still in the hospital? Can this tool reliably predict stroke risk at 3 months and 1 year after leaving the hospital? About Participation: This study will only use information from past patient medical records. If you had a heart attack and were treated at our hospital between January 1, 2014, and December 31, 2023 , and you did not have irregular heartbeats (atrial fibrillation), your anonymous health information might be included in this analysis. No new patients are being recruited. This study analyzes existing information only. No one will be asked to do anything new. We will not contact patients directly. What Information Will Be Used? Researchers will securely review past hospital records to look at information doctors usually collect during heart attack care, such as: Your age and medical history (like previous strokes, diabetes, high blood pressure, kidney problems). Test results (like heart pumping strength). Treatment details after your heart attack. Information on whether you had a stroke later. All personal details (like name, ID number) will be permanently removed to protect privacy. Why This Matters: People who survive a heart attack have a higher risk of stroke later, even without the common irregular heartbeat condition. A stroke can be life-threatening or seriously impact quality of life. This tool aims to help doctors in the future better understand a patient's individual stroke risk after a heart attack, so preventative steps can be discussed if needed. Ethics \& Safety: Approved: This study has been reviewed and approved by ou