Articles with "algorithm assessment" as a keyword



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Validation of a Comprehensive Clinical Algorithm for the Assessment and Treatment of Microbial Keratitis.

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Published in 2019 at "American journal of ophthalmology"

DOI: 10.1016/j.ajo.2019.12.019

Abstract: PURPOSE To validate a comprehensive clinical algorithm for the assessment and treatment of MK. DESIGN Retrospective cohort study. METHODS The 1,2,3-Rule for the initial management of MK was conceived by Vital et al. (2007) to… read more here.

Keywords: comprehensive clinical; algorithm; algorithm assessment; group ... See more keywords
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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