| Intelligent decision support for energy management: A methodology for tailored explainability of artificial intelligence analytics DP Panagoulias, E Sarmas, V Marinakis, M Virvou, GA Tsihrintzis, ... Electronics 12 (21), 4430, 2023 | 32 | 2023 |
| A novel framework for artificial intelligence explainability via the Technology Acceptance Model and Rapid Estimate of Adult Literacy in Medicine using machine learning DP Panagoulias, M Virvou, GA Tsihrintzis Expert Systems with Applications 248, 123375, 2024 | 28 | 2024 |
| Biomarker-based deep learning for personalized nutrition DP Panagoulias, DN Sotiropoulos, GA Tsihrintzis 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 22 | 2021 |
| Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization DP Panagoulias, DN Sotiropoulos, GA Tsihrintzis Intelligent Decision Technologies 15 (4), 645-653, 2021 | 21 | 2021 |
| Augmenting large language models with rules for enhanced domain-specific interactions: The case of medical diagnosis DP Panagoulias, M Virvou, GA Tsihrintzis Electronics 13 (2), 320, 2024 | 20 | 2024 |
| Evaluating LLM--Generated Multimodal Diagnosis from Medical Images and Symptom Analysis DP Panagoulias, M Virvou, GA Tsihrintzis arXiv preprint arXiv:2402.01730, 2024 | 18 | 2024 |
| Regulation and validation challenges in artificial intelligence-empowered healthcare applications—the case of blood-retrieved biomarkers DP Panagoulias, M Virvou, GA Tsihrintzis Joint Conference on Knowledge-Based Software Engineering, 97-110, 2022 | 17 | 2022 |
| SVM-based blood exam classification for predicting defining factors in metabolic syndrome diagnosis DP Panagoulias, DN Sotiropoulos, GA Tsihrintzis Electronics 11 (6), 857, 2022 | 17 | 2022 |
| Evaluating the potential of LLMs and ChatGPT on medical diagnosis and treatment DP Panagoulias, FA Palamidas, M Virvou, GA Tsihrintzis 2023 14th International Conference on Information, Intelligence, Systems …, 2023 | 15 | 2023 |
| Towards personalized nutrition applications with nutritional biomarkers and machine learning DP Panagoulias, DN Sotiropoulos, GA Tsihrintzis Advances in Assistive Technologies: Selected Papers in Honour of Professor …, 2022 | 14 | 2022 |
| nuhealthsoft: A Nutritional and Health Data Processing Software Tool from a patient’s perspective DP Panagoulias, M Virvou, GA Tsihrintzis 2022 16th International Conference on Signal-Image Technology & Internet …, 2022 | 9 | 2022 |
| A microservices-based iterative development approach for usable, reliable and explainable AI-infused medical applications using RUP DP Panagoulias, M Virvou, GA Tsihrintzis 2022 IEEE 34th International Conference on Tools with Artificial …, 2022 | 8 | 2022 |
| Tailored Explainability in Medical Artificial Intelligence-empowered Applications: Personalisation via the Technology Acceptance Model DP Panagoulias, M Virvou, GA Tsihrintzis 2023 IEEE 35th International Conference on Tools with Artificial …, 2023 | 7 | 2023 |
| Rule-Augmented Artificial Intelligence-empowered Systems for Medical Diagnosis using Large Language Models DP Panagoulias, FA Palamidas, M Virvou, GA Tsihrintzis 2023 IEEE 35th International Conference on Tools with Artificial …, 2023 | 7 | 2023 |
| Extreme value analysis for dietary intake based on weight class DP Panagoulias, DN Sotiropoulos, GA Tsihrintzis 2022 13th International Conference on Information, Intelligence, Systems …, 2022 | 7 | 2022 |
| An extreme value analysis-based systemic approach in healthcare information systems: The case of dietary intake DP Panagoulias, DN Sotiropoulos, GA Tsihrintzis Electronics 12 (1), 204, 2022 | 6 | 2022 |
| Evaluation of ChatGPT-supported diagnosis, staging and treatment planning for the case of lung cancer DP Panagoulias, FA Palamidas, M Virvou, GA Tsihrintzis 2023 20th ACS/IEEE International Conference on Computer Systems and …, 2023 | 3 | 2023 |
| COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain DP Panagoulias, P Papatheodosiou, AP Palamidas, M Sanoudos, ... arXiv preprint arXiv:2405.10893, 2024 | 2 | 2024 |
| Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology DP Panagoulias, E Tsoureli-Nikita, M Virvou, GA Tsihrintzis arXiv preprint arXiv:2403.14243, 2024 | 2 | 2024 |
| An Explainable AI-Based Framework for Supporting Decisions in Energy Management E Sarmas, DP Panagoulias, GA Tsihrintzis, V Marinakis, H Doukas Machine Learning Applications for Intelligent Energy Management: Invited …, 2024 | 2 | 2024 |
George A TsihrintzisProfessor, University of PiraeusVerified email at unipi.gr