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Titlebook: Statistics in Precision Health; Theory, Methods and Yichuan Zhao,Ding-Geng Chen Book 2024 The Editor(s) (if applicable) and The Author(s),

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Yanping Qiu,Feifang Hun tracing the identity to the brilliance of Dr. Leo Baekeland. Phenolic resins remain as a versatile resin system featuring either a stable, thermoplastic novolak composition that cures with a latent source of formaldehyde (hexa) or a heat reactive and perishable resole composition that cures therma
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Robert A. Tumasian III,Bin Chengn tracing the identity to the brilliance of Dr. Leo Baekeland. Phenolic resins remain as a versatile resin system featuring either a stable, thermoplastic novolak composition that cures with a latent source of formaldehyde (hexa) or a heat reactive and perishable resole composition that cures therma
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A Selective Review of Individualized Decision Makings on the applications in precision medicine. Both single-stage and multi-stage problems are considered, with a selective review on several existing methods in the literature. We also discuss strengths and weaknesses of these methods, and offer some suggestions in handling real-world applications.
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Integrative Learning to Combine Individualized Treatment Rules from Multiple Randomized Trials thus allows study-specific ITRs to be transferable across studies. Specifically, to transfer information we propose integrative learning to enhance a high-resolution ITR by borrowing information from coarsened ITRs or vice versa. We conduct extensive simulation studies to show that the integrative
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Adaptive Semi-supervised Inference for Optimal Treatment Decisions with Electronic Medical Record Dan studies are conducted to assess the empirical performance of the proposed method and to compare with a fully supervised method using only the labeled data. An application to an electronic medical record data set on the treatment of hypotensive episodes during intensive care unit (ICU) stays is als
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