Correspondence to Dr Isabel S Moore, Cardiff School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff CF23 6XD, UK; imoore{at}cardiffmet.ac.uk Objectives To investigate concussion ...
Background Artificial intelligence ECG (AI-ECG) models can predict cardiovascular outcomes, but their clinical adoption is limited by restricted access to training data and uncertain generalisability.
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Step 0 Sample log + data contract sample_log + 5-check asserts → JSON Step 1 Data cleaning missing / outliers / dtype / join / panel Step 2 Variable construction log / winsorize / standardize / encode ...
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