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Table 2 List of used symbols and notations

From: Predicting the post-treatment recovery of patients suffering from traumatic brain injury (TBI)

Symbol

Description

\(t_{\rm pre }\)

Timepoint before the start of the treatment

\(t_{\rm post }\)

Timepoint after the end of the treatment

\({\mathcal {X}}\)

Set of individuals. The cardinality of the set is n

\(x_{\rm pre }\)

Instance of a patient at timepoint \(t_{\rm pre }\)

\(l_{\rm pre }\)

Label of a patient at timepoint \(t_{\rm pre }\)

\(\zeta _{\rm pre }\)

Clustering model learned over the instances of individuals from \(t_{\rm pre }\)

\(\zeta _{\rm post }\)

Clustering model learned over the instances of individuals from \(t_{\rm post }\)

\(c \in \zeta \)

A cluster of individuals from the model \(\zeta \)

\({\mathcal {G}}\)

A cluster transition graph learned over clustering \(\zeta_{\rm pre }\) and \(\zeta_{\rm post }\)