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The need for a system view to regulate artificial intelligence/machine learning-based software as medical device.

, , , and . npj Digit. Medicine, (2020)

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Counterfactual Explanation Algorithms for Behavioral and Textual Data., , , and . CoRR, (2019)A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization, , , and . J. Mach. Learn. Res., (June 2009)Learning Multiple Tasks with Kernel Methods, , and . J. Mach. Learn. Res., (2005)Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data., , , , , , and . Medical Imaging: Image Processing, volume 10949 of SPIE Proceedings, page 109490V. SPIE, (2019)Direct-to-consumer medical machine learning and artificial intelligence applications., , , and . Nat. Mach. Intell., 3 (4): 283-287 (2021)Regularization and statistical learning theory for data analysis, , , and . Computational Statistics & Data Analysis, 38 (4): 421--432 (Feb 28, 2002)The need for a system view to regulate artificial intelligence/machine learning-based software as medical device., , , and . npj Digit. Medicine, (2020)Metafeatures-based Rule-Extraction for Classifiers on Behavioral and Textual Data., , , and . CoRR, (2020)To combine or not to combine: selecting among forecasts and their combinations, and . International Journal of Forecasting, 21 (1): 15--24 (00 2005)