Early-phase Schizophrenia: Practice-based Research to Improve Outcomes (ESPRITO) - Using Artificial Intelligence to Measure Adherence to Oral Medication

The challenge of oral medication adherence in first-episode psychosis (as in any potentially chronic illness) is enormous, and numerous studies have linked non-adherence to increased rates of relapse/ hospitalization. Determining whether a patient is adhering to medication is a challenge. Pill counts, pharmacy records, technology-assisted monitoring, biological assays, and a range of self-report and interviewer-rated scales have been employed. In other areas of medicine such as antiretroviral treatment Direct Observation of Treatment (DOT) has been employed with excellent success both in monit…