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Updated: May 2, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
12:18

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment

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ガイドラインで推奨される診断経路と比較した心筋梗塞に対する機械学習

Jasper Boeddinghaus1,2, Dimitrios Doudesis2,3, Pedro Lopez-Ayala1

  • 1Cardiovascular Research Institute Basel (CRIB) and Department of Cardiology (J.B., P.L.-A., L.K., K.W., T.N., R.B., I.S., M.R.G., C.M.), University Hospital Basel, University of Basel, Switzerland.

Circulation
|February 12, 2024
PubMed
まとめ

急性冠動脈症候群の診断と評価のためのコラボレーション (CoDE-ACS) ツールは,ガイドラインで推奨される経路を上回る機械学習を使用して,心筋梗塞 (MI) の確率を正確に特定します. このツールは より多くの低リスク患者を 一貫して特定し,心臓発作の早期診断を 改善します

キーワード:
機械学習心筋梗塞トロポニン

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Diagnosing acute coronary syndrome or ACS begins with a thorough patient history. Notable symptoms include central, crushing chest pain radiating to the left arm, neck, jaw, or back, along with shortness of breath, sweating (diaphoresis), nausea, vomiting, dizziness, and palpitations.It is crucial to note any history of cardiac illnesses and assess risk factors, including age, gender, smoking, hypertension, diabetes, hyperlipidemia, and a sedentary lifestyle.During physical examination, vital...
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Managing cardiomyopathy involves addressing underlying or precipitating causes, treating heart failure with medications, and implementing dietary changes and a balanced exercise and rest regimen.Lifestyle ModificationsCardiomyopathy patients should adopt a low-sodium diet to reduce fluid retention and manage heart failure. A personalized exercise and rest plan helps maintain physical fitness without overstraining the heart. Avoiding alcohol and tobacco is essential to prevent further damage to...
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