Patient journey map using visit-level events.

(a) entire patient journey with all activities included (left) and the enlarged screenshot of the early encounters only (right); (b) patient journey with mainstream behaviors only.</p

Finding the optimal number of clinical orders in TLH CP.

Finding the optimal number of clinical orders in TLH CP.</p

Enlarged view of Fig 4.

(PDF)</p

Process mining data spectrum and representation ability of CDM, based on [52].

Process mining data spectrum and representation ability of CDM, based on [52].</p

Patient journey map using descendent-level events.

(a) process model for the entire visits (left); enlarged view of the first two outpatient visits (top right); enlarged view of the TLH inpatient visit (middle right) (b) process model with mainstream behaviors only.</p

An example of inpatient visit event logs.

An example of inpatient visit event logs.</p

Summary of the datasets.

Summary of the datasets.</p

Process mining in the changing HIS environment (adapted based on [21, 26]).

Process mining in the changing HIS environment (adapted based on [21, 26]).</p

An example log for patient journey.

An example log for patient journey.</p

Details of the derived CP by order day.

Details of the derived CP by order day.</p