Why do probabilistic clinical models fail to transport between sites

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  2026 Frontiers in Artificial Intelligence article Social Sciences Survey Methodology and Nonresponse Open access

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• Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health record data

  2024 The Lancet Regional Health - Europe article Computer Science Machine Learning in Healthcare Open access

  12

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2 results

• Variability in the analysis of a single neuroimaging dataset by many teams

  2020 Nature article Neuroscience Functional Brain Connectivity Studies Open access

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• There is no such thing as a validated prediction model

  2023 BMC Medicine article Mathematics Statistical Methods in Epidemiology Open access

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• Informative missingness in electronic health record systems: the curse of knowing

  2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

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• A cautionary note on the use of the missing indicator method for handling missing data in prediction research

  2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access

  32

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4 results