Dimitrios P. Panagoulias

37 papers B 12C 3Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Modeling Expert AI Diagnostic Alignment via Immutable Inference Snapshots.
CoRR
Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Georgios Savvidis, Evridiki Tsoureli-Nikita
2025 B conf
A Simulation Framework for Battery Optimization Under Extreme Energy Imbalance Using Machine Learning Forecasting.
ICTAI
Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis
2025 J jnl
A framework for evaluation and requirement extraction for fine-tuning of Large Language Models in multimodal medical diagnosis.
Knowl. Based Syst.
Dimitrios P. Panagoulias, Anastasios P. Palamidas, Maria Virvou, George A. Tsihrintzis
2025 B conf
An OSCE-Inspired Framework for Fine-Tuning Multimodal LLMs in Medical Diagnosis.
KES
Dimitrios P. Panagoulias, Anastasios P. Palamidas, Maria Virvou, George A. Tsihrintzis
2025 — book
Artificial Intelligence-Empowered Bio-medical Applications - Challenges, Solutions and Development Guidelines
Dimitrios P. Panagoulias, George A. Tsihrintzis, Maria Virvou
2025 J jnl
Dermacen analytica: A novel methodology integrating multi-modal large language models with machine learning in dermatology.
Int. J. Medical Informatics
Dimitrios P. Panagoulias, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis
2025 J jnl
Energy Urban Domain: Personalized Evaluation of Expert and Non-Expert Stakeholder Interaction With Artificial Intelligence Through ChatGPT Using the VIRTSI Model.
IEEE Access
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2025 J jnl
LYRICEL: Knowledge Graphs Combined With Large Language Models and Machine Learning for Cross-Cultural Analysis of Lyrics - The Case of Greek Songs.
IEEE Access
Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou
2025 C conf
MemoryBERT: A Systematic Framework for Memory Identification.
BIBE
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitris G. Dikeos, Maria Virvou, George A. Tsihrintzis
2025 B conf
Trustworthy Integration of Generative AI and LLMs in the Energy Digital Spine: Epistemic Risk Models and Trust Performance Indicators.
ICTAI
Maria Virvou, George A. Tsihrintzis, Vangelis Marinakis, Elissaios Sarmas, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi
2025 B conf
Truth in Trees: A Multilayered Linguistic Framework for Automated Fact-Checking with AI-Driven Reasoning.
KES
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2025 B conf
Which AI and How Trusted by Human Energy Stakeholders? Comparing Generative AI ChatGPT With Domain Specific AI-ENERGIA-SYS.
SMC
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2024 J jnl
A novel framework for artificial intelligence explainability via the Technology Acceptance Model and Rapid Estimate of Adult Literacy in Medicine using machine learning.
Expert Syst. Appl.
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2024 J jnl
COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain.
CoRR
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios P. Palamidas, Mattheos Sanoudos, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis
2024 J jnl
Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology.
CoRR
Dimitrios P. Panagoulias, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis
2024 J jnl
Evaluating LLM - Generated Multimodal Diagnosis from Medical Images and Symptom Analysis.
CoRR
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2024 — conf
Evaluating Non-Expert Stakeholder Interaction with Artificial Intelligence on Energy Urban Domain Using VIRTSI: The Case of ChatGPT.
IISA
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2024 J jnl
Integrating Dynamic Correlation Shifts and Weighted Benchmarking in Extreme Value Analysis.
CoRR
Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis
2024 B conf
Knowledge Space reduction via Sequential Language Model Integration.
KES
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2024 — conf
LYRICEL: A Rule-Augmented Artificial Intelligence-Empowered Cultural E-Learning with GPT and Machine Learning for Song Lyrics.
IISA
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelia-Aikaterini Tsichrintzi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou
2024 — conf
Large Language Models as a Service: Optimisation Strategies via Knowledge Space Reduction.
COINS
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2024 B conf
Leveraging Artificial Intelligence for personalised insomnia-sleep calibration via the Big Five Personality Traits.
KES
Persephone Papatheodosiou, Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis, Anastasios Bonakis, Dimitrios Dikeos
2024 — conf
Mathematical Representation of Memory and Schema for Improving Human-Generative AI Interactions.
IISA
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitrios Dikeos, Maria Virvou, George A. Tsihrintzis
2024 B conf
Memory and Schema in Human-Generative Artificial Intelligence Interactions.
ICTAI
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitrios Dikeos, Maria Virvou, George A. Tsihrintzis
2023 C conf
An Empirical Study Concerning the Impact of Perceived Usefulness and Ease of Use on the Adoption of AI-Empowered Medical Applications.
BIBE
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2023 — conf
Applying DOI Theory to Assess the Required Level of Explainability in Artificial Intelligence-empowered Medical Applications.
IISA
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2023 — conf
Evaluating the Potential of LLMs and ChatGPT on Medical Diagnosis and Treatment.
IISA
Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria Virvou, George A. Tsihrintzis
2023 C conf
Evaluation of ChatGPT-supported diagnosis, staging and treatment planning for the case of lung cancer.
AICCSA
Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria Virvou, George A. Tsihrintzis
2023 B conf
Rule-Augmented Artificial Intelligence-empowered Systems for Medical Diagnosis using Large Language Models.
ICTAI
Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria K. Virvou, George A. Tsihrintzis
2023 B conf
Tailored Explainability in Medical Artificial Intelligence-empowered Applications: Personalisation via the Technology Acceptance Model.
ICTAI
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2022 B conf
A microservices-based iterative development approach for usable, reliable and explainable A.I.-infused medical applications using R.U.P.
ICTAI
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2022 — conf
Extreme value analysis for dietary intake based on weight class.
IISA
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis
2022 — conf
Regulation and Validation Challenges in Artificial Intelligence-Empowered Healthcare Applications - The Case of Blood-Retrieved Biomarkers.
JCKBSE
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2022 — conf
nuhealthsoft: A Nutritional and Health Data Processing Software Tool from a patient's perspective.
SITIS
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis
2021 B conf
Biomarker-based deep learning for personalized nutrition.
ICTAI
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis
2021 — conf
Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization.
IISA
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis
2021 J jnl
Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization.
Intell. Decis. Technol.
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis