| Greece | Maria Triantafyllidou, Paraskevi Tsavourelou,Christos Georgopoulos,Anila Duni, Athanasios Kitsos,Euthymios Pappas, Eleni Stamellou, Nikolaos Giannakeas,and Evangelia Ntounousi | The use of Artificial Intelligence and Machine Learning in short-term all-cause mortality prediction in Hemodialysis patients |
| United Kingdom | Soniya Chauhan, Preetam Upadhyaya, Sarah Kelly, and Ashok Acharya | Awareness, Usage, and Perceptions of Artificial Intelligence Tools in Surgical Education: A Multi-Specialty Cross-Sectional Survey |
| Greece | Stavros Davidopoulos | FairMed: Manufacturer-sided Fair Medication Recommendation |
| Morocco | Daoud Bentaleb, Rabab Hassani, Dalale Laoudiyi, Kamilia Chbani, and Siham Salam | Less Dose, Same Quality: Deep Learning Transforms Pediatric Brain CT |
| Greece | Evangelos Koumparoudis | AI, Clinical Judgment, and the Reconfiguration of Medical Authority: Technosolutionism, Epistemic Opacity, and the Doctor–Patient–AI Triad |
| Puerto Rico | Luis F. Velázquez-Sosa, Joshua Meléndez-Berríos, Angel M. Ortíz-Ortega, Orvil Martínez-Rivera, and Abiel Roche-Lima | Exploring Cardiometabolic Risk in Puerto Rico Using AI: An Interactive Dashboard of Local Risks and Social Drivers |
| Greece | Christina Pagkaki, and Panagiotis Halvatsiotis | Artificial Intelligence–Enhanced Dietary and Physical Activity Interventions for the Prevention and Management of Gestational Diabetes Mellitus: A Narrative Review |
| United Kingdom | Mujeeb Arshad | Rethinking Lung Function Assessment: A Survey of Respiratory Sensing, Data Fusion, and Open Challenges |
| Turkey | Turhan Didinen | The Integration of Artificial Intelligence and Robotic Systems in Dental Preparation: Current Status and Future Visions |
| USA | Sujatha Chetty | The SIDI™ Protocol: Decentralized Intelligence Synthesis for Ethical Clinical AI |
| USA | Suresh Mani, Bhushan Borotikar, Amol Gautam, V.Sashindran, Chandana Nandi, and Ravi Kakarla | A Multi-Agentic AI framework for "Clinical Decision Intelligence" using integrated radiological and echocardiographic data for early heart failure risk stratification |
| Spain | Daniel Sánchez Morillo, Patricia Camacho Magriñán, Diego Sales Lérida, Alejandro Lara Doña, Eva Vázquez Gandullo, and Alfonso Marín Andr | Multimodal COPD Monitoring Ecosystems: Adherence Patterns as a Barrier to AI-Driven Exacerbation Prediction |
| Spain | Patricia Camacho Magriñán, Diego Sales Lérida, Antonio León Jiménez, Alejandro Lara Doña, Eva Vázquez Gandullo, Alfonso Marín Andreu, Aurelio Arnedillo Muñoz, and Daniel Sánchez Morillo | A Longitudinal Multivariate Assessment of Acoustic and Motor Biomarkers in COPD Telehealth |
| United Kingdom | Anju Ann Jacob, Surej Mouli, Maia Angelova, and Antonio Fratini | Benchmarking Large Language Models, Retrieval-Augmented Generation and Machine Learning for Emergency Department Outcome Prediction: A Comparative Analysis |
| Germany | Tatyana Ivanovska, Markus Krüger, Fabian Wagner, Lisa Schneider, Christian Scharf, Fabian Paperlein, Amro Daboul, Henry Völzke, and Achim Georg Beule | Population-Level MRI Analysis of Upper Airway, Parapharyngeal, and Paranasal Sinus Structures: An Epidemiological Perspective |
| Ireland | Nishamol P. H | Explainable Multimodal AI for Drug Repurposing: Integrating Multi-Omics and Clinical Text for Precision Oncology |
| Uruguay | Estrella Adriana Sicardi Segade, Juan Eduardo Gil Yacobazzo, José Carlos Guerrero Antúnez, David Romero Pacheco, Alberto González, and Jorge Centeno | A Real-Time Data Pipeline for Communicable Disease Surveillance with Integrated Machine Learning: A Proof of Concept in Uruguay |
| Bulgaria | Vasil Haykin, Ran Achiron, Yehuda Warszave, Mathilda Mandel, Anat Achiron, and Alexander Oscar | Artificial Intelligence-Driven Detection of Optic-Nerve Damage from Fundus Imaging |
| USA | Michael Callifronas | Integrated Multi-LLM Clinical Assistant for Primary Care: Automatic ICPC-2 Coding, Differential Diagnosis, Investigation Planning, and Drug-Therapy Support |
| India | Shibani Sabnis | Clinical diagnostic reasoning with frontier and Indian large language models: A comparative evaluation |
| Japan | Shitora Hayamizu, Toshikatsu Washio, Masaru Watanabe, Yoshiaki Yamagishi, Masuo Kondoh, and Tatsuhiko Arafune | Integrated GS1 Barcode and LLM Support for Drug Information Access |
| Belgium | Elizaveta Kuzmenko , Petros Korlos , Dimitris Sacharidis, Erietta Galani, and Ioanna Kotsiri | Source Attribution for LLM-Based Medical Diagnosing: A Case Study in Cardiovascular Classification |
| United Kingdom | Namia Ali and Karen Knapp | A multimodal approach to the analysis of painful total knee replacement using SPECT/CT, anatomical segmentation and biomechanical modelling |
| Egypt | Morouge Fathelbab | Exploring various pre-processing , machine learning and Deep Learning techniques for Multimodal Depression Detection |
| Italy | Idriss Cabrel Tsewalo Tondji, Camilla Scapicchio, Francesca Lizzi, Maria Evelina Fantacci, Piernicola Oliva, and Alessandra Retico | Fine-tuning a Foundation Model for Pancreatic Lesion Segmentation in CT Imaging |
| USA | Niyantra Mohan Babu, Nissangh Mohan Babu, and Vijayan Kannabiran | Novel Multimodal Machine Learning for Early Detection of Asperger’s Syndrome via 4-Modal OR-Gate Ensemble Classification |
| USA | Niyantra Mohan Babu, Nissangh Mohan Babu, and Vijayan Kannabiran | Autonomous Agentic Health Monitoring & Emergency Alert with Natural Language Biometric Parsing, Anomaly Detection, and Clinical Escalation |