Each subfigure shows a different local size (LS) and context size (CS) configuration, where the reliability of the model across different initializations is measured in R-squared. حسب Eloy Geenjaar (21533195)

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The window classification accuracy for two of our proposed models (DSVAE, IDSVAE), windowed FNC (wFNC), and two baseline methods: context-only (CVAE), and local-only (LVAE). حسب Eloy Geenjaar (21533195)

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The influence of training-time noise on classification accuracy and reliability حسب Eloy Geenjaar (21533195)

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An abstract depiction of our model, for the independent version of the model, the context representation is not concatenated inside the local encoder. حسب Eloy Geenjaar (21533195)

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Baseline characteristics by number of cognitive activities. حسب Linjia Duan (13276989)

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Effects of finerenone on the UACR in all patients. حسب Jia Song (495396)

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Changes in the UACR and urinary β2-MG levels compared with baseline values over time. حسب Jia Song (495396)

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Kaplan-Meier analysis showing cumulative incidence of all-cause mortality by number of cognitive activities. حسب Linjia Duan (13276989)

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Stratified analyses by potential modifiers of the association between the number of cognitive activities and all-cause mortality. حسب Linjia Duan (13276989)

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Comparison of the rates of decline in the UACR and urinary β2-MG levels between the two subgroups. حسب Jia Song (495396)

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Associations of number of cognitive activities with all-cause mortality and medication analysis of number of cognitive activities by baseline cognitive function. حسب Linjia Duan (13276989)

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Changes in inflammatory cytokine levels compared with baseline values in all patients over time. حسب Jia Song (495396)

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Changes in the eGFRs and serum potassium levels compared with baseline values in all patients over time. حسب Jia Song (495396)

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Changes in the eGFRs and serum potassium levels compared with values at the end of 1 month of treatment in all patients over time. حسب Jia Song (495396)

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Effects of finerenone on the urinary β2-MG levels in all patients. حسب Jia Song (495396)

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The three schizophrenia patient clusters visualized using functional connectivity matrices. To create the visualizations, we take all the windows belonging to a cluster and average... حسب Eloy Geenjaar (21533195)

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Changes in blood pressure, HbA1c, blood lipid and liver function-related indicator values compared with baseline values in all patients over time. حسب Jia Song (495396)

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Changes in blood pressure, HbA1c, blood lipids and liver function-related indicator values from 3 months to 6 months of treatment in all patients. حسب Jia Song (495396)

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Data sample demographics. Note that AP refers to anti-psychotic medication, and AD refers to anti-depressive medication. Thus, AP and AD in this table refer to the percentage of pa... حسب Eloy Geenjaar (21533195)

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These subfigures show a visualization of the context embeddings for the DSVAE model with LS=2=4,CS=2. The first subfigure from the left shows three patient clusters, the second sub... حسب Eloy Geenjaar (21533195)

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