Stefanos Gkikas

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Gaussian Processes

Video Indexing And Retrieval

Multitask Learning

Top Venues

ICT4AWE (Revised Selected Papers)

Comput. Methods Programs Biomed.

Publications

Stefanos Gkikas, Manolis Tsiknakis
Synthetic Thermal and RGB Videos for Automatic Pain Assessment utilizing a Vision-MLP Architecture. CoRR (2024)
Stefanos Gkikas, Manolis Tsiknakis
Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment using Facial Videos and fNIRS. CoRR (2024)
Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis
Multi-task Neural Networks for Pain Intensity Estimation using Electrocardiogram and Demographic Factors. CoRR (2024)
Stefanos Gkikas, Manolis Tsiknakis
Automatic assessment of pain based on deep learning methods: A systematic review. Comput. Methods Programs Biomed. 231 (2023)
Stefanos Gkikas, Manolis Tsiknakis
A Full Transformer-based Framework for Automatic Pain Estimation using Videos. EMBC (2023)
Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis
Multi-task Neural Networks for Pain Intensity Estimation Using Electrocardiogram and Demographic Factors. ICT4AWE (Revised Selected Papers) (2022)
Stefanos Gkikas, Chariklia Chatzaki, Elisavet Pavlidou, Foteini Verigou, Kyriakos Kalkanis, Manolis Tsiknakis
Automatic Pain Intensity Estimation based on Electrocardiogram and Demographic Factors. ICT4AWE (2022)