Identification of target groups and individuals for adherence interventions using tree-based prediction models

• Main Authors: Johannes Wendl (Author), Andreas Simon (Author), Martin Kistler (Author), Jana Hapfelmeier (Author), Antonius Schneider (Author), Alexander Hapfelmeier (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background: In chronically ill patients, medication adherence during implementation can be crucial for treatment success and can decrease health costs. In some populations, regression models do not show this relationship. We aim to estimate subgroup-specific and personalized effects to identify targ...