Academic / 学術貢献

2025/09

S. Gkikas, R. F. Rojas and M. Tsiknakis, "PainFormer: a Vision Foundation Model for Automatic Pain Assessment," in IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2025.3605475.

2024/03

S. Gkikas, N. S. Tachos, S. Andreadis, V. C. Pezoulas, D. Zaridis, G. Gkois, A. Matonaki, T. G. Stavropoulos and D. I. Fotiadis, "Multimodal Automatic Assessment of Acute Pain through Facial Videos and Heart Rate Signals Utilizing Transformer-based Architectures," Frontiers in Pain Research, vol. 5, 2024, doi: 10.3389/fpain.2024.1372814.

2023/07

S. Gkikas and M. Tsiknakis, "A Full Transformer-based Framework for Automatic Pain Estimation using Videos," 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Sydney, Australia, 2023, pp. 1-6, doi: 10.1109/EMBC40787.2023.10340872.