Concepedia
5
Publications
85
Citations
H-Index
2022
Active since
Affiliations
Hellenic Mediterranean University(Current)
Foundation for Research and Technology Hellas
Stefanos Gkikas is an author at Hellenic Mediterranean University.
Publications per year
2022–2025
Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures
Stefanos Gkikas, Nikolaos S. Tachos, Stelios Andreadis et al. · Frontiers in Pain Research · 2024 · 34 citations · Full text
A Full Transformer-based Framework for Automatic Pain Estimation using Videos
Stefanos Gkikas, Manolis Tsiknakis · 2023 · 17 citations · Full text
Automatic Pain Intensity Estimation based on Electrocardiogram and Demographic Factors
Stefanos Gkikas, Chariklia Chatzaki, Elisavet Pavlidou et al. · 2022 · 13 citations · Full text
A CrossMod-Transformer deep learning framework for multi-modal pain detection through EDA and ECG fusion
Jaleh Farmani, Ghazal Bargshady, Stefanos Gkikas et al. · Scientific Reports · 2025 · 11 citations · Full text
Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment Using Facial Videos and fNIRS
Stefanos Gkikas, Manolis Tsiknakis · 2024 · 10 citations
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