Dimitrios P. Panagoulias

A novel framework for artificial intelligence explainability via the Technology Acceptance Model and Rapid Estimate of Adult Literacy in Medicine using machine learning

2024 · 67 Zit. · Expert Systems with Applications

Augmenting Large Language Models with Rules for Enhanced Domain-Specific Interactions: The Case of Medical Diagnosis

2024 · 37 Zit. · Electronics

Evaluating the Potential of LLMs and ChatGPT on Medical Diagnosis and Treatment

2023 · 29 Zit.

Dermacen analytica: A novel methodology integrating multi-modal large language models with machine learning in dermatology

2025 · 21 Zit. · International Journal of Medical Informatics

Regulation and Validation Challenges in Artificial Intelligence-Empowered Healthcare Applications—The Case of Blood-Retrieved Biomarkers

2023 · 20 Zit. · Learning and analytics in intelligent systems

Rule-Augmented Artificial Intelligence-empowered Systems for Medical Diagnosis using Large Language Models

2023 · 18 Zit.

Evaluation of ChatGPT-supported diagnosis, staging and treatment planning for the case of lung cancer

2023 · 11 Zit.

An Empirical Study Concerning the Impact of Perceived Usefulness and Ease of Use on the Adoption of AI-Empowered Medical Applications

2023 · 11 Zit.

Tailored Explainability in Medical Artificial Intelligence-empowered Applications: Personalisation via the Technology Acceptance Model

2023 · 10 Zit.

Applying DOI Theory to Assess the Required Level of Explainability in Artificial Intelligence-empowered Medical Applications

2023 · 7 Zit.

Artificial Intelligence-Empowered Bio-medical Applications

2025 · 5 Zit. · Learning and analytics in intelligent systems

COGnitive Network Evaluation Toolkit for Medical Domains: Evaluating Large Language Model Performance in Medical Diagnostics—An Assessment Framework and Dataset for Healthcare AI

2025 · 2 Zit. · Lecture notes in networks and systems

Challenges in Regulating and Validating AI-Driven Healthcare

2025 · 2 Zit. · Learning and analytics in intelligent systems

Cognitive Network Evaluation Toolkit for Medical Domains

2025 · 0 Zit. · Learning and analytics in intelligent systems

Which AI and How Trusted by Human Energy Stakeholders? Comparing Generative AI ChatGPT With Domain Specific AI-ENERGIA-SYS

2025 · 0 Zit.