Can machine-learning improve cardiovascular risk prediction using routine clinical data?

• AI Algorithm to Predict Acute Coronary Syndrome in Prehospital Cardiac Care: Retrospective Cohort Study

  2023 JMIR Cardio article Health Professions Artificial Intelligence in Healthcare Open access

  14

  citations
• An integrative review on the acceptance of artificial intelligence among healthcare professionals in hospitals

  2023 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  412

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• Cardiovascular Risk Prediction in Men and Women Aged Under 50 Years Using Routine Care Data

  2023 Journal of the American Heart Association article Medicine Health Promotion and Cardiovascular Prevention Open access

  10

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• Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review

  2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access

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• Individualized Risk Prediction for Improved Chronic Wound Management

  2022 Advances in Wound Care article Medicine Wound Healing and Treatments Open access

  25

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• Lipid biomarkers in statin users with coronary artery disease annotated by coronary computed tomography angiography

  2021 Scientific Reports article Medicine Lipoproteins and Cardiovascular Health Open access

  18

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• Künstliche Intelligenz in der Kardiologie

  2021 Herzschrittmachertherapie + Elektrophysiologie article Medicine Artificial Intelligence in Healthcare and Education

  8

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• Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation

  2020 PLoS ONE article Medicine Lipoproteins and Cardiovascular Health Open access

  45

  citations

8 results