Associations of categories of social isolation and social support with trajectories of self-rated health, across the four years prior to and following incident heart failure hospit... ‌ Kennedy M. Peter-Marske (19267951)

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Associations of social isolation and social support (SS) measured prior to heart failure with time to first all-cause rehospitalization and all-cause mortality after incident heart... ‌ Kennedy M. Peter-Marske (19267951)

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Associations of social isolation and social support measured prior to heart failure with time to all-cause mortality after incident heart failure hospitalization using Cox proporti... ‌ Kennedy M. Peter-Marske (19267951)

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Demographic, social relationship, and clinical characteristics at Visit 2 (1990-1992) of ARIC cohort participants who experienced an incident heart failure hospitalization during f... ‌ Kennedy M. Peter-Marske (19267951)

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Linear mixed effect model estimated difference in self-rated health (SRH) value (0-100) associated with being at different levels of social isolation and social support (SS) over t... ‌ Kennedy M. Peter-Marske (19267951)

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Regional analysis of socioeconomic indicators and federated learning performance gain. ‌ Roberta Moreira Wichmann (14259316)

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Hospitals by region in Brazil, with a list of hospitals. ‌ Roberta Moreira Wichmann (14259316)

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Comparison of predictive performance between federated and local learning models. ‌ Roberta Moreira Wichmann (14259316)

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Evolution of the hyperparameter <i>t</i> in relation to the LR and MLP models. ‌ Roberta Moreira Wichmann (14259316)

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Raw performance metrics for the Random Forest (RF) model. ‌ Roberta Moreira Wichmann (14259316)

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Raw performance metrics for the Logistic Regression (LR) model. ‌ Roberta Moreira Wichmann (14259316)

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Schematic visualization of the federated learning approaches. ‌ Roberta Moreira Wichmann (14259316)

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Raw performance metrics for the MLP model. ‌ Roberta Moreira Wichmann (14259316)

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List of variables used to predict hospitalization mortality in the federated and local learning approaches. ‌ Roberta Moreira Wichmann (14259316)

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