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Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

, , , , , , , , , , , and . Journal of Medical Internet Research, 18 (12): e323+ (Dec 16, 2016)
DOI: 10.2196/jmir.5870

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Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View, , , , , , , , , and 2 other author(s). Journal of Medical Internet Research, 18 (12): e323+ (Dec 16, 2016)Selecting Optimal Source for Transfer Learning in Bayesian Optimisation., , , and . PRICAI (1), volume 11012 of Lecture Notes in Computer Science, page 42-56. Springer, (2018)Sparse Approximation for Gaussian Process with Derivative Observations., , , , and . Australasian Conference on Artificial Intelligence, volume 11320 of Lecture Notes in Computer Science, page 507-518. Springer, (2018)Incorporating expert prior in Bayesian optimisation via space warping., , , , and . Knowl. Based Syst., (2020)Hyperparameter tuning for big data using Bayesian optimisation., , , and . ICPR, page 2574-2579. IEEE, (2016)Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient., , , , and . BioData Min., (2021)The Value of a ``Free'' Customer, , and . (2006)http://www.hbs.edu/research/pdf/07-035.pdf.LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying., , , , , , and . CoRR, (2023)Defense Against Multi-target Trojan Attacks., , , , , , and . CoRR, (2022)Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks., , and . CoRR, (2023)