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Journal Articles
- 2025
[j3]Ghazal Bargshady, Sumair Aziz, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas:
Pain Assessment Using Multi-Kernel-FCN-LSTM and Haemoglobin Difference in fNIRS. ACM Trans. Comput. Heal. 6(4): 50:1-50:17 (2025)- 2023
- [j2]Stefanos Gkikas
, Manolis Tsiknakis:
Automatic assessment of pain based on deep learning methods: A systematic review. Comput. Methods Programs Biomed. 231: 107365 (2023) - 2020
- [j1]Panagiotis Chatziadam, Aftantil Dimitriadis, Stefanos Gikas, Ilias Logothetis, Manolis Michalodimitrakis, Manolis Neratzoulakis, Alexandros Papadakis, Vasileios Kontoulis, Nikolaos Siganos, Dimitrios Theodoropoulos, Giannis Vougioukalos, Ilias Hatzakis, George Gerakis, Nikolaos Papadakis, Haridimos Kondylakis:
TwiFly: A Data Analysis Framework for Twitter. Inf. 11(5): 247 (2020)
Conference and Workshop Papers
- 2025
- [c8]Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis:
Efficient Pain Recognition via Respiration Signals: A Single Cross-Attention Transformer Multi-Window Fusion Pipeline. ICMI Companion 2025: 70-79 - [c7]Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis:
Tiny-BioMoE: a Lightweight Embedding Model for Biosignal Analysis. ICMI Companion 2025: 117-126 - [c6]Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis:
Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image. ICMI Companion 2025: 162-171 - 2024
- [c5]Stefanos Gkikas, Manolis Tsiknakis:
Synthetic Thermal and RGB Videos for Automatic Pain Assessment Utilizing a Vision-MLP Architecture. ACII (Workshops and Demos) 2024: 4-12 - [c4]Stefanos Gkikas, Manolis Tsiknakis:
Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment Using Facial Videos and fNIRS. ACII (Workshops and Demos) 2024: 13-21 - 2023
- [c3]Stefanos Gkikas, Manolis Tsiknakis:
A Full Transformer-based Framework for Automatic Pain Estimation using Videos. EMBC 2023: 1-6 - 2022
- [c2]Stefanos Gkikas, Chariklia Chatzaki, Elisavet Pavlidou, Foteini Verigou, Kyriakos Kalkanis, Manolis Tsiknakis:
Automatic Pain Intensity Estimation based on Electrocardiogram and Demographic Factors. ICT4AWE 2022: 155-162 - [c1]Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis:
Multi-task Neural Networks for Pain Intensity Estimation Using Electrocardiogram and Demographic Factors. ICT4AWE (Revised Selected Papers) 2022: 324-337
Informal and Other Publications
- 2025
- [i10]Stefanos Gkikas, Raul Fernandez Rojas, Manolis Tsiknakis:
PainFormer: a Vision Foundation Model for Automatic Pain Assessment. CoRR abs/2505.01571 (2025) - [i9]Stefanos Gkikas:
A Pain Assessment Framework based on multimodal data and Deep Machine Learning methods. CoRR abs/2505.05396 (2025) - [i8]Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis:
Tiny-BioMoE: a Lightweight Embedding Model for Biosignal Analysis. CoRR abs/2507.21875 (2025) - [i7]Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis:
Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image. CoRR abs/2507.21881 (2025) - [i6]Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis:
Efficient Pain Recognition via Respiration Signals: A Single Cross-Attention Transformer Multi-Window Fusion Pipeline. CoRR abs/2507.21886 (2025) - 2024
- [i5]Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis:
Multi-task Neural Networks for Pain Intensity Estimation using Electrocardiogram and Demographic Factors. CoRR abs/2407.19475 (2024) - [i4]Stefanos Gkikas, Manolis Tsiknakis:
Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment using Facial Videos and fNIRS. CoRR abs/2407.19809 (2024) - [i3]Stefanos Gkikas, Manolis Tsiknakis:
Synthetic Thermal and RGB Videos for Automatic Pain Assessment utilizing a Vision-MLP Architecture. CoRR abs/2407.19811 (2024) - [i2]Stefanos Gkikas, Manolis Tsiknakis:
A Full Transformer-based Framework for Automatic Pain Estimation using Videos. CoRR abs/2412.15095 (2024) - 2019
- [i1]D. Antonogiorgakis, Alexandros Britzolakis, Panagiotis Chatziadam, Aftantil Dimitriadis, Stefanos Gikas, Emmanouil Michalodimitrakis, M. Oikonomakis, Nikolaos Siganos, Eleytherios Tzagkarakis, Yannis Nikoloudakis, Spyridon Panagiotakis, Evangelos Pallis, Evangelos K. Markakis:
A View on Edge caching Applications. CoRR abs/1907.12359 (2019)
Coauthor Index
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