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Advancing Acute Coronary Syndrome Care: ECG-Based Machine Learning Enhances Risk Stratification
AIacute coronary syndromeelectrocardiogram

Advancing Acute Coronary Syndrome Care: ECG-Based Machine Learning Enhances Risk Stratification

By MedXY|Oct 3, 2025

A prospective study shows that machine learning models trained on 12-lead ECG features outperform HEART score in predicting mortality among chest pain patients, improving risk-based care precision.

Beyond Negative: Quantitative Fecal Hemoglobin Levels Refine Colorectal Cancer Risk Stratification in FIT-based Screening
Clinical Updatescolorectal cancerFIT

Beyond Negative: Quantitative Fecal Hemoglobin Levels Refine Colorectal Cancer Risk Stratification in FIT-based Screening

By MedXY|Oct 1, 2025

New meta-analysis reveals a strong dose-response relationship between fecal hemoglobin concentration and colorectal neoplasia risk, even among FIT-negative individuals, supporting personalized screening intervals.

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