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12/02/2022
Safe machine learning model release from Trusted Research Environments: The AI-SDC package
We present AI-SDC, an integrated suite of open source Python tools to fa...
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11/03/2022
GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
TREs are widely, and increasingly used to support statistical analysis o...
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02/13/2022
Optimal sizing of a holdout set for safe predictive model updating
Risk models in medical statistics and healthcare machine learning are in...
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10/08/2021
Stacking interventions for equitable outcomes
Predictive risk scores estimating probabilities for a binary outcome on ...
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10/22/2020