Profile
I am proud to be one of the co-founders of Lua Health, a pioneering startup dedicated to enhancing mental well-being in the corporate realm. Lua Health specialises in discreetly and precisely identifying workplace-related wellness issues, offering a clear path towards early intervention. We firmly believe that the future of well-being lies in prevention and early detection, ensuring individuals receive the assistance they need when it matters most. Through our innovative SaaS-based solution, we empower businesses to provide timely and tailored support to their employees. Lua Health is a spinoff from the University of Galway, drawing from decades of research in psycholinguistics.
Prior to Lua, I held the role of a research fellow at the Data Science Institute (DSI), which is part of the University of Galway. There, I was an active member of the Unit for Natural Language Processing (UNLP) led by Paul Buitelaar, focusing primarily on integrating terminology and knowledge graphs into neural machine translation architectures, alongside working on dialogue systems and natural language generation within the context of multi-modal data.
Interests: • Natural Language Processing • Machine Translation • Dialogue Systems • Knowledge Graphs
Publications
Most relevant publications in regards to Lua Health:
- Vinson, David W., Mihael Arcan, David-Paul Niland, and Fionn Delahunty. Towards Sustainable Workplace Mental Health: A Novel Approach to Early Intervention and Support. arXiv preprint arXiv:2402.01592 (2024).
- Arcan, Mihael, Paul-David Niland, and Fionn Delahunty. An Assessment on Comprehending Mental Health through Large Language Models. arXiv preprint arXiv:2401.04592 (2024).
- Delahunty, Fionn, Robert Johansson, and Mihael Arcan. Passive Diagnosis incorporating the PHQ-4 for Depression and Anxiety. In Proceedings of the Fourth Social Media Mining for Health Applications (# SMM4H) Workshop & Shared Task, pp. 40-46. 2019.
- Delahunty, Fionn, Ian D. Wood, and Mihael Arcan. First insights on a passive major depressive disorder prediction system with incorporated conversational chatbot. In Irish Conference on Artificial Intelligence and Cognitive Science. AICS 2018 and CEUR-WS. org, 2018.
Please visit my Google scholar page.