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James Liley

Ethical considerations of use of hold-out sets in clinical prediction model management

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Jun 05, 2024
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Safe machine learning model release from Trusted Research Environments: The AI-SDC package

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Dec 06, 2022
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GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)

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Nov 03, 2022
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Optimal sizing of a holdout set for safe predictive model updating

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Feb 17, 2022
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Model updating after interventions paradoxically introduces bias

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Oct 22, 2020
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