Default and optimized parameters for each predictive model. حسب Emily S. Nichols (8740029)

Nutrient predictors of the model. حسب Jari Turkia (17912475)

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Comparison of model structures for personal nutrient effects. حسب Jari Turkia (17912475)

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Data collection during the patients’ usual treatment routine. حسب Jari Turkia (17912475)

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Correlation plot of matrix C_<i>b</i> that includes the estimated within-model and cross-model correlations of personal effects. حسب Jari Turkia (17912475)

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Correlation plot of matrix C_<i>g</i> that includes the estimated within-model and cross-model correlations in level of dialysis treatment. حسب Jari Turkia (17912475)

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Posterior predictive check (PPC) of the final nutritional effect model. حسب Jari Turkia (17912475)

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Structure of the graphical model with general, treatment, and personal level nutrient effects. حسب Jari Turkia (17912475)

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Top-performing model configuration and performance by algorithm type. حسب Uğur Ejder (22683228)

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Figure shows normalized root mean square error (NRMSE) of the two-level model for each patient. حسب Jari Turkia (17912475)

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Flow diagram of the proposed model. حسب Uğur Ejder (22683228)

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Personal algorithmic recommendations of potassium and phosphorous intake and the corresponding concentration predictions. حسب Jari Turkia (17912475)

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The comparison of the accuracy score of the benchmark and the proposed models. حسب Uğur Ejder (22683228)

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The prediction accuracy of simple versus hybrid models. حسب Uğur Ejder (22683228)

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The accuracy score change matrix following model development. حسب Uğur Ejder (22683228)

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Personal recommendations of potassium and phosphorous intake () based on cross-validation predictions of nutrition effects, . Other parameters of the figure are similar to in-sampl... حسب Jari Turkia (17912475)

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Personalized normal ranges for plasma concentrations depending on the age of the patient. حسب Jari Turkia (17912475)

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Intake levels of potassium and phosphorous from the collected food records and their observed effects on these concentrations. حسب Jari Turkia (17912475)

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Strongest and personally most varying effects of nutrients and medication. حسب Jari Turkia (17912475)

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Personal details that are used as predictors. حسب Jari Turkia (17912475)

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