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2025
Feature Engineering with Large Language Models Improves Solitary Pulmonary Nodule Malignancy Classification with Machine Learning
2025 16th International Conference on Information, Intelligence, Systems & Applications (IISA)
10.1109/IISA66859.2025.11311233
Forecasting PM2.5 and NO2 Concentrations in Patras Using Low-Cost Sensors and Machine Learning
2025 IEEE International Smart Cities Conference (ISC2)
10.1109/ISC266238.2025.11293331
Multimodal Diagnosis using Deep Fuzzy Cognitive Map with Extreme Learning Machine Integrated into a Medical Decision Support System for Coronary Artery Disease and Non-Small Cell Lung Cancer Detection
28th Pan-Hellenic Conference on Informatics (PCI 2024)
10.1145/3716554.3716615
A Medical Decision Support System (MDSS) for Explainable Multimodal Detection of Non-Small Cell Lung Cancer Using Clinical and PET Data
EXPLAINABILITY 2024
10.5281/zenodo.14631853
10.1109/IISA62523.2024.10786612
10.1109/IISA59645.2023.10345893
10.1109/IISA59645.2023.10345912
2023
Abnormal Parathyroid Gland localization in scintigraphic images using a Vision Transformer network
IISA 2023
10.1109/IISA59645.2023.10345948
A Fuzzy Cognitive Map learning approach for coronary artery disease diagnosis in Nuclear Medicine
13th Conference of the European Society for Fuzzy Logic and Technology
10.1007/978-3-031-39965-7_2
2023
Diagnosis of Coronary Artery Disease from Myocardial Perfusion Imaging Polar Maps with an innovative attention-based feature-fusion network
19th International Conference on Machine Learning and Data Mining MLDM
Explainable Deep Learning for localising abnormal Parathyroid Glands in parathyroid scintigraphy
Edge Intelligence 2022
10.63438/NWSS8207
Intelligent Modeling for the food chain using Fuzzy Cognitive Maps
UBT INTERNATIONAL CONFERENCE 2022RESILIENCE, INNOVATION, AND SUSTAINABILITY
10.33107/ubt-ic.2022.282
Evaluation of Grad-CAM for explaining Deep Learning’s decisions on various medical imaging datasets
UBT INTERNATIONAL CONFERENCE 2022RESILIENCE, INNOVATION, AND SUSTAINABILITY
10.33107/ubt-ic.2022.283
Fuzzy Cognitive Maps and Explainable Artificial Intelligence: a critical perspective
UBT INTERNATIONAL CONFERENCE 2022RESILIENCE, INNOVATION, AND SUSTAINABILITY
10.33107/ubt-ic.2022.281
Deep learning for the detection and localization of abnormal parathyroid glands in patients with hyperparathyroidism
1st Panhellenic Conference of Medical Physics
10.1016/S1120-1797(22)03068-X
2022
10.1109/IISA56318.2022.9904334
10.1109/IISA56318.2022.9904388
2022
10.1007/978-3-031-15101-9_9
A Medical Decision Support System for the Prediction of the Coronary Artery Disease Using Fuzzy Cognitive Maps
Creativity in Intelligent Technologies and Data Science
10.1007/978-3-319-65551-2_20
