default search action

combined dblp search
author search
venue search
publication search

ask others

Dimitrios P. Panagoulias

> Home > Persons

Person information

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

showing all ?? records

2020 – today

see FAQ

What is the meaning of the colors in the publication lists?

2025
[b1]
- view
  authority control:
- export record
  dblp key:
  - books/sp/PanagouliasTV25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/books/sp/PanagouliasTV25
Dimitrios P. Panagoulias, George A. Tsihrintzis, Maria Virvou:
Artificial Intelligence-Empowered Bio-medical Applications - Challenges, Solutions and Development Guidelines. Springer 2025, ISBN 978-3-031-90173-7, pp. 3-287
[j6]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/access/TsihrintzisSMPTV25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/access/TsihrintzisSMPTV25
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou:
Energy Urban Domain: Personalized Evaluation of Expert and Non-Expert Stakeholder Interaction With Artificial Intelligence Through ChatGPT Using the VIRTSI Model. IEEE Access 13: 62506-62526 (2025)
[j5]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/access/PanagouliasTSCSTV25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/access/PanagouliasTSCSTV25
Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou:
LYRICEL: Knowledge Graphs Combined With Large Language Models and Machine Learning for Cross-Cultural Analysis of Lyrics - The Case of Greek Songs. IEEE Access 13: 141985-142006 (2025)
[j4]
- view
  authority control:
- export record
  dblp key:
  - journals/ijmi/PanagouliasTVT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/ijmi/PanagouliasTVT25
Dimitrios P. Panagoulias, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis:
Dermacen analytica: A novel methodology integrating multi-modal large language models with machine learning in dermatology. Int. J. Medical Informatics 199: 105898 (2025)
[j3]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/kbs/PanagouliasPVT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/kbs/PanagouliasPVT25
Dimitrios P. Panagoulias, Anastasios P. Palamidas, Maria Virvou, George A. Tsihrintzis:
A framework for evaluation and requirement extraction for fine-tuning of Large Language Models in multimodal medical diagnosis. Knowl. Based Syst. 326: 113975 (2025)
[c25]
- view
  authority control:
- export record
  dblp key:
  - conf/bibe/PanagouliasPBDVT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/bibe/PanagouliasPBDVT25
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitris G. Dikeos, Maria Virvou, George A. Tsihrintzis:
MemoryBERT: A Systematic Framework for Memory Identification. BIBE 2025: 711-717
[c24]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/VirvouTMSPT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/VirvouTMSPT25
Maria Virvou, George A. Tsihrintzis, Vangelis Marinakis, Elissaios Sarmas, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi:
Trustworthy Integration of Generative AI and LLMs in the Energy Digital Spine: Epistemic Risk Models and Trust Performance Indicators. ICTAI 2025: 130-138
[c23]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/PanagouliasSMVT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/PanagouliasSMVT25
Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis:
A Simulation Framework for Battery Optimization Under Extreme Energy Imbalance Using Machine Learning Forecasting. ICTAI 2025: 1272-1278
[c22]
- view
  authority control:
- export record
  dblp key:
  - conf/kes/PanagouliasVT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kes/PanagouliasVT25
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Truth in Trees: A Multilayered Linguistic Framework for Automated Fact-Checking with AI-Driven Reasoning. KES 2025: 1032-1041
[c21]
- view
  authority control:
- export record
  dblp key:
  - conf/kes/PanagouliasPVT25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kes/PanagouliasPVT25
Dimitrios P. Panagoulias, Anastasios P. Palamidas, Maria Virvou, George A. Tsihrintzis:
An OSCE-Inspired Framework for Fine-Tuning Multimodal LLMs in Medical Diagnosis. KES 2025: 1042-1050
[c20]
- view
  authority control:
- export record
  dblp key:
  - conf/smc/TsihrintzisSMPTV25
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/smc/TsihrintzisSMPTV25
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou:
Which AI and How Trusted by Human Energy Stakeholders? Comparing Generative AI ChatGPT With Domain Specific AI-ENERGIA-SYS. SMC 2025: 7066-7073
2024
[j2]
- view
  authority control:
- export record
  dblp key:
  - journals/eswa/PanagouliasVT24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/eswa/PanagouliasVT24
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
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. 248: 123375 (2024)
[c19]
- view
  authority control:
- export record
  dblp key:
  - conf/coins/PanagouliasVT24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/coins/PanagouliasVT24
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Large Language Models as a Service: Optimisation Strategies via Knowledge Space Reduction. COINS 2024: 1-4
[c18]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/PanagouliasPBDV24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/PanagouliasPBDV24
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitrios Dikeos, Maria Virvou, George A. Tsihrintzis:
Memory and Schema in Human-Generative Artificial Intelligence Interactions. ICTAI 2024: 462-467
[c17]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/PanagouliasPBDVT24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/PanagouliasPBDVT24
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios Bonakis, Dimitrios Dikeos, Maria Virvou, George A. Tsihrintzis:
Mathematical Representation of Memory and Schema for Improving Human-Generative AI Interactions. IISA 2024: 1-5
[c16]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/PanagouliasSCTSTV24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/PanagouliasSCTSTV24
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelia-Aikaterini Tsichrintzi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou:
LYRICEL: A Rule-Augmented Artificial Intelligence-Empowered Cultural E-Learning with GPT and Machine Learning for Song Lyrics. IISA 2024: 1-5
[c15]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/TsihrintzisSMPTV24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/TsihrintzisSMPTV24
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou:
Evaluating Non-Expert Stakeholder Interaction with Artificial Intelligence on Energy Urban Domain Using VIRTSI: The Case of ChatGPT. IISA 2024: 1-10
[c14]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/kes/PanagouliasVT24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kes/PanagouliasVT24
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Knowledge Space reduction via Sequential Language Model Integration. KES 2024: 1181-1190
[c13]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - conf/kes/PapatheodosiouP24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/kes/PapatheodosiouP24
Persephone Papatheodosiou, Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis, Anastasios Bonakis, Dimitrios Dikeos:
Leveraging Artificial Intelligence for personalised insomnia-sleep calibration via the Big Five Personality Traits. KES 2024: 2539-2548
[i4]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2402-01730
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2402-01730
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Evaluating LLM - Generated Multimodal Diagnosis from Medical Images and Symptom Analysis. CoRR abs/2402.01730 (2024)
[i3]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2403-14243
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2403-14243
Dimitrios P. Panagoulias, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis:
Dermacen Analytica: A Novel Methodology Integrating Multi-Modal Large Language Models with Machine Learning in tele-dermatology. CoRR abs/2403.14243 (2024)
[i2]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2405-10893
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2405-10893
Dimitrios P. Panagoulias, Persephone Papatheodosiou, Anastasios P. Palamidas, Mattheos Sanoudos, Evridiki Tsoureli-Nikita, Maria Virvou, George A. Tsihrintzis:
COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain. CoRR abs/2405.10893 (2024)
[i1]
- view
  - electronic edition via DOI (open access)
  - details & citations
  authority control:
- export record
  dblp key:
  - journals/corr/abs-2411-13608
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-2411-13608
Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis:
Integrating Dynamic Correlation Shifts and Weighted Benchmarking in Extreme Value Analysis. CoRR abs/2411.13608 (2024)
2023
[c12]
- view
  authority control:
- export record
  dblp key:
  - conf/aiccsa/PanagouliasPVT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/aiccsa/PanagouliasPVT23
Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria Virvou, George A. Tsihrintzis:
Evaluation of ChatGPT-supported diagnosis, staging and treatment planning for the case of lung cancer. AICCSA 2023: 1-8
[c11]
- view
  authority control:
- export record
  dblp key:
  - conf/bibe/PanagouliasVT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/bibe/PanagouliasVT23
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
An Empirical Study Concerning the Impact of Perceived Usefulness and Ease of Use on the Adoption of AI-Empowered Medical Applications. BIBE 2023: 338-345
[c10]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/PanagouliasPVT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/PanagouliasPVT23
Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria K. Virvou, George A. Tsihrintzis:
Rule-Augmented Artificial Intelligence-empowered Systems for Medical Diagnosis using Large Language Models. ICTAI 2023: 70-77
[c9]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/PanagouliasVT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/PanagouliasVT23
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Tailored Explainability in Medical Artificial Intelligence-empowered Applications: Personalisation via the Technology Acceptance Model. ICTAI 2023: 486-490
[c8]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/PanagouliasPVT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/PanagouliasPVT23
Dimitrios P. Panagoulias, Filippos A. Palamidas, Maria Virvou, George A. Tsihrintzis:
Evaluating the Potential of LLMs and ChatGPT on Medical Diagnosis and Treatment. IISA 2023: 1-9
[c7]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/PanagouliasVT23
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/PanagouliasVT23
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Applying DOI Theory to Assess the Required Level of Explainability in Artificial Intelligence-empowered Medical Applications. IISA 2023: 1-7
2022
[c6]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/PanagouliasVT22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/PanagouliasVT22
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
A microservices-based iterative development approach for usable, reliable and explainable A.I.-infused medical applications using R.U.P. ICTAI 2022: 1028-1035
[c5]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/PanagouliasST22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/PanagouliasST22
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Extreme value analysis for dietary intake based on weight class. IISA 2022: 1-7
[c4]
- view
  authority control:
- export record
  dblp key:
  - conf/jckbse/PanagouliasVT22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/jckbse/PanagouliasVT22
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
Regulation and Validation Challenges in Artificial Intelligence-Empowered Healthcare Applications - The Case of Blood-Retrieved Biomarkers. JCKBSE 2022: 97-110
[c3]
- view
  authority control:
- export record
  dblp key:
  - conf/sitis/PanagouliasVT22
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/sitis/PanagouliasVT22
Dimitrios P. Panagoulias, Maria Virvou, George A. Tsihrintzis:
nuhealthsoft: A Nutritional and Health Data Processing Software Tool from a patient's perspective. SITIS 2022: 386-393
2021
[j1]
- view
  authority control:
- export record
  dblp key:
  - journals/idt/PanagouliasST21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/journals/idt/PanagouliasST21
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization. Intell. Decis. Technol. 15(4): 645-653 (2021)
[c2]
- view
  authority control:
- export record
  dblp key:
  - conf/ictai/PanagouliasST21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/ictai/PanagouliasST21
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Biomarker-based deep learning for personalized nutrition. ICTAI 2021: 306-313
[c1]
- view
  authority control:
- export record
  dblp key:
  - conf/iisa/PanagouliasST21
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/iisa/PanagouliasST21
Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization. IISA 2021: 1-6

Coauthor Index

see FAQ

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.