Articles with "validation pipeline" as a keyword



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Validation pipeline for machine learning algorithm assessment for multiple vendors

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Published in 2022 at "PLoS ONE"

DOI: 10.1371/journal.pone.0267213

Abstract: A standardized objective evaluation method is needed to compare machine learning (ML) algorithms as these tools become available for clinical use. Therefore, we designed, built, and tested an evaluation pipeline with the goal of normalizing… read more here.

Keywords: vendor; machine learning; validation pipeline; algorithm assessment ... See more keywords