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Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review.

, , , and . J. Am. Medical Informatics Assoc., 24 (1): 198-208 (2017)

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Evaluating Discrimination of Risk Prediction Models: The C Statistic., and . JAMA, 314 (10): 1063-4 (September 2015)Models predictius.Implementing quality management systems to close the AI translation gap and facilitate safe, ethical, and effective health AI solutions., , , , , , and . npj Digit. Medicine, (2023)Informatics-Enabled Learning Health Systems: Strategies for Success from Four Academic Medical Centers., , , , and . AMIA, AMIA, (2019)An outcome model approach to transporting a randomized controlled trial results to a target population., , , , , and . J. Am. Medical Informatics Assoc., 26 (5): 429-437 (2019)A framework for the oversight and local deployment of safe and high-quality prediction models., , , , , , , , , and 3 other author(s). J. Am. Medical Informatics Assoc., 29 (9): 1631-1636 (2022)Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review., , , and . J. Am. Medical Informatics Assoc., 24 (1): 198-208 (2017)A Systematic Review of Using Electronic Heath Records to Predict Clinical Events: Assessment of Opportunities and Challenges., , , and . CRI, AMIA, (2016)Understanding Algorithmic Bias in Clinical Prediction Models., , and . AMIA, AMIA, (2021)Performance measures for prediction models and markers: evaluation of predictions and classifications., , and . Revista española de cardiología, 64 (9): 788-94 (September 2011)6490<br/>CI: Copyright (c) 2011; JID: 0404277; 0 (Biological Markers); 0 (Cholesterol, HDL); 2011/04/25 received; 2011/04/26 accepted; 2011/07/16 aheadofprint; ppublish;<br/>Models predictius; Proves diagnòstiques; Introductori.Novel metrics for evaluating improvement in discrimination: net reclassification and integrated discrimination improvement for normal variables and nested models., , and . Statistics in medicine, 31 (2): 101-13 (January 2012)6488<br/>CI: Copyright (c) 2011; JID: 8215016; aheadofprint;<br/>Models predictius; Proves diagnòstiques.