Browsing Research Institutes and Centres by Author "Delahunty, Fionn"
Now showing items 1-2 of 2
-
First insights on a passive major depressive disorder prediction system with incorporated conversational chatbot
Delahunty, Fionn; Wood, Ian D.; Arcan, Mihael (AICS 2018 and CEUR-WS.org, 2018-12-06)Almost 50% of cases of major depressive disorder go undiagnosed. In this paper, we propose a passive diagnostic system that combines the areas of clinical psychology, machine learning and conversational dialogue systems. ... -
Passive diagnosis incorporating the PHQ-4 for depression and anxiety
Delahunty, Fionn; Johansson, Robert; Mihael, Arcan (NUI Galway, 2019)Depression and anxiety are the two most prevalent mental health disorders worldwide, impacting the lives of millions of people each year. In this work, we develop and evaluate a multilabel, multidimensional deep neural ...