Eleni Kaldoudi

University of Catania — Italy

Computer Science · Physical Sciences

18h-index1.5kcitations116works1.42yr avg
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Research Topics

Semantic Web and Ontologies(16), Open Education and E-Learning(15), Biomedical Text Mining and Ontologies(10), Web and Library Services(9), E-Learning and Knowledge Management(9)

Publications116 total

Multi-center evaluation of radiomics and deep learning to stratify malignancy risk of IPMNs
Abdominal Radiology·2026Open Access
Fine-Grained fMRI Classification of Visual Stimuli Using CLIP Embedding Alignment
IEEE Access·2026Open Access
ThrombUS+ Data Management Plan
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
ThrombUS+ Data Management Plan
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Reinforcement Learning-Based Mapless Navigation for Ground Vehicles in Dense Forests Using 3D LiDAR
2025
Deep Learning Approaches for Thrombosis Detection and Risk Assessment Via Ultrasound Imaging: A Scoping Review
Ultrasound in Medicine & Biology·2025
Text-Aligned Radar-Based Sign Language Recognition for Healthcare Communication
2025· 10 cited
B-Cos Networks as an Architectural Inductive Bias for Mitigating Catastrophic Forgetting
2025
The SignEval 2025 Challenge at the ICCV Multimodal Sign Language Recognition Workshop: Results and Discussion
2025· 7 cited
Weakly Supervised MaxN Estimation in Baited Remote Underwater Videos
2025
HC-PTQ: Poincaré-Based Hyperbolic Clustering for Data-Free Quantization of Vision Transformers
2025
It Is Written in the Clot: Coagulation Assessment in Severe Burn Injury
European Burn Journal·2025Open Access
A gender breakdown of unexpected benefits generated by work from home in STEM fields − A qualitative analysis of the WiMPBME Task Group survey
Physica Medica·2025· 1 citedOpen Access
Preparing Ultrasound Imaging Data for Artificial Intelligence Tasks: Anonymisation, Cropping, and Tagging
2025Open Access
Analysis of Pharmaceutical Companies’ Social Media Activity during the COVID-19 Pandemic and Its Impact on the Public
Behavioral Sciences·2024· 4 citedOpen Access
Towards Wearable Continuous Point-of-Care Monitoring for Deep Vein Thrombosis of the Lower Limb
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024· 1 cited
Interaction Between Pharmaceutical Companies and the Public During the COVID-19 Pandemic—A Twitter Analysis
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024
Smart hospital: The future of healthcare
Computational and Structural Biotechnology Journal·2023· 8 citedOpen Access
Practices of Knowledge Exchange in the Context of the COVID-19 Pandemic
Journal of the Knowledge Economy·2023· 3 citedOpen Access
It’s written in the Clot:Rotational Thromboelastometry in Severe Burn Injury – A Holistic Coagulation Assessment
Preprints.org·2023· 1 citedOpen Access
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Frequent Co-authors

Panagiotis D. Bamidis(14), Nikolas Dovrolis(9), George Drosatos(8), Stathis Konstantinidis(8), Stefan Dietze(7), Steven Williams(5), Davide Taibi(4), Pavlos S. Efraimidis(3), Daniela Giordano(3), Monique Frize(3), Lenka Lhotská(3), Loredana G. Marcu(3), Magdalena Stoeva(3), Gilda A. Barabino(3), Fatimah Ibrahim(3), Virginia Tsapaki(3), Eva Bezak(3), Vassilis Vargemezis(3), Constantinos S. Pattichis(3), Charalampos Bratsas(2)