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August 31, 2023Journal of Medical Internet Research54 citationsOpen Access

Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation

WKWilliam KlementKEKhaled El Emam

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Abstract

Our findings supported the need for a set of consolidated reporting items, given that existing high-quality guidelines and checklists do not individually provide complete coverage. The consolidated set of reporting items is expected to improve the quality and reproducibility of ML modeling studies.

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Klement et al. (2023) studied this question.

synapsesocial.com/papers/69daa19a387cf706986870d3https://doi.org/10.2196/48763
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