21 citations · 31 across the 3 of their papers we have counts for
3 papers
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos
Ioannis Kyprakis, Vasileios Skaramagkas, Iro Boura +5
Parkinson's disease (PD) is a neurodegenerative disorder, manifesting with motor and non-motor symptoms. Depressive symptoms are prevalent in PD, affecting up to 45% of patients. T…
A Full Transformer-based Framework for Automatic Pain Estimation using Videos
Stefanos Gkikas, Manolis Tsiknakis
The automatic estimation of pain is essential in designing an optimal pain management system offering reliable assessment and reducing the suffering of patients. In this study, we…
Multi-task Neural Networks for Pain Intensity Estimation using Electrocardiogram and Demographic Factors
Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis
Pain is a complex phenomenon which is manifested and expressed by patients in various forms. The immediate and objective recognition of it is a great of importance in order to atta…