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Conference Proceedings
Conference Proceedings
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
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
Medical Decision Support System in Nuclear Medicine Diagnosis for Non-Small Cell Lung Cancer and Coronary Artery Disease: A First Stage Prototype
IISA 2024 10.1109/IISA62523.2024.10786612
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 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
Abnormal Parathyroid Gland localization in scintigraphic images using a Vision Transformer network
IISA 2023 10.1109/IISA59645.2023.10345948
Deep Fuzzy Cognitive Map methodology for Non-Small Cell Lung Cancer diagnosis based on Positron Emission Tomography imaging
IISA 2023 10.1109/IISA59645.2023.10345912
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 Classification for Non-Small Cell Lung Cancer based on Positron Emission Tomography features and clinical data
IISA 2023 10.1109/IISA59645.2023.10345893
An IoT integrated Air Quality Monitoring device based on microcomputer technology and leading industry low-cost sensor solutions
Fabulus 2022 10.1007/978-3-031-15101-9_9
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
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
Explainable Deep Learning for localising abnormal Parathyroid Glands in parathyroid scintigraphy
Edge Intelligence 2022 10.63438/NWSS8207
Fuzzy Cognitive Maps and Explainable Artificial Intelligence: a critical perspective
UBT INTERNATIONAL CONFERENCE 2022RESILIENCE, INNOVATION, AND SUSTAINABILITY 10.33107/ubt-ic.2022.281
Intelligent Modeling for the food chain using Fuzzy Cognitive Maps
UBT INTERNATIONAL CONFERENCE 2022RESILIENCE, INNOVATION, AND SUSTAINABILITY 10.33107/ubt-ic.2022.282
Solitary Pulmonary Nodule malignancy classification utilising 3D features and semi-supervised Deep Learning
IISA 2022 10.1109/IISA56318.2022.9904334
Towards an Internet of Things application for the prognosis of Coronary Artery Disease using Machine Learning and Fuzzy Logic
IISA 2022 10.1109/IISA56318.2022.9904388
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
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