MonDep App: Monitoring patients with depression using sentiment analysis of therapeutic diary entries

Carcamo A.; Kemper F.; Mauricio D. · Proceedings of the 2021 IEEE Sciences and Humanities International Research Conference, SHIRCON 2021 (2021) · DOI: 10.1109/shircon53068.2021.9652293

Resumen

This paper proposes MonDep, a web-mobile application for the monitoring of patients with mild and moderate depression based on the PHQ-9 test and the automatic evaluation of therapeutic diary entries. MonDep allows patients to record their daily activities in a therapeutic diary, which is evaluated using sentiment analysis and their results of the PHQ-9 test. This allows the specialist to monitor the progress of the patient's depression treatment through a dashboard. The usability test applied to three depression psychologists shows that they find it user-friendly and easy to access. Due to its usability, low cost, and reliability, this application will be useful for the treatment of depression and will reduce treatment discontinuation.

Instituciones: Universidad Peruana de Ciencias Aplicadas