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Fig 1.

Overview of the centralized and federated environments.

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Fig 2.

Overview of the implementation of the project environment.

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Table 1.

Description of the data in the centralized and federated approaches.

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Table 2.

Percentage of descriptive variables that have reached the DataSHIELD disclosure restriction filter by type of variable.

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Table 3.

Comparison of survival probabilities for centralized and federated approaches.

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Table 4.

Comparison of univariate survival results for centralized and federated approaches.

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Table 5.

Comparison of multivariate survival results for centralized and federated approaches.

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Table 6.

Comparison of univariate logistic results for centralized and federated approaches.

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Table 7.

Correlation matrix for centralized and federated approaches.

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