Third Hospital of Hebei Medical University Reports Findings in Heart Failure (Pr edictive modeling of preoperative acute heart failure in older adults with hyper tension: a dual perspective of SHAP values and interaction analysis)
Third Hospital of Hebei Medical University Reports Findings in Heart Failure (Pr edictive modeling of preoperative acute heart failure in older adults with hyper tension: a dual perspective of SHAP values and interaction analysis)
By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News - New research on Heart Disorders and Di seases - Heart Failure is the subject ofa report. According to news reporting o ut of Hebei, People’s Republic of China, by NewsRx editors,research stated, “In older adults with hypertension, hip fractures accompanied by preoperative acute heartfailure significantly elevate surgical risks and adverse outcomes, necess itating timely identification andmanagement to improve patient outcomes. This s tudy aims to enhance the early recognition of acuteheart failure in older hyper tensive adults prior to hip fracture surgery by developing a predictive modelus ing logistic regression (LR) and machine learning methods, optimizing preoperati ve assessment andmanagement.”
Key words
Hebei/People’s Republic of China/Asia/Cardiology/Cardiovascular Diseases and Conditions/Cyborgs/Emerging Technolog ies/Health and Medicine/Heart Disease/Heart Disorders and Diseases/Heart Fai lure/Hypertension/Machine Learning/Risk and Prevention
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