Recent publications
Article
García-Lorenzo, B, Gorostiza, A, González, N, Larrañaga, I, Moro, Á, Ortega-Gil, A, Zubelzu, B, Vega, R, de La Higuera, L, Kaye, R, Levy, G, Vishnevetsky, O, Sorknæs, AD, Christensen, RL, Juul, NK, Randeva, H, Robbins, T, Yorkston, M, Laleci Erturkmen, GB, Yuksel, M, Sarigul, B, Arvanitis, TN, Pournik, O, Tong, C, Aznar-Baranda, JI, Caballero-García, J, Vallejo-Setién, G, de La Torre, J, Verdoy, D, de Manuel Keenoy, E, Fullaondo, A & ADLIFE Study Group 2026, 'Assessment of the ADLIFE intervention as a digital solution for patients with advanced chronic diseases: a quasi-experimental trial', npj Digital Medicine. https://doi.org/10.1038/s41746-026-02716-0
Khan, K, Malik, L, Khan, AQ, Abbasi, SF & Arvanitis, TN 2026, 'Non invasive blood glucose estimation using green light photoplethysmography and machine learning', Frontiers in digital health, vol. 8, 1705086. https://doi.org/10.3389/fdgth.2026.1705086
Zhao, T, L. Rose, HE, Grist, JT, MacPherson, L, Li, H, Arvanitis, TN, Apps, JR & Peet, AC 2025, 'Accurate Paediatric Brain Tumour Classification Through Improved Quantitative Analysis of 1H MR Imaging and Spectroscopy', NMR in biomedicine, vol. 38, no. 9, e70103. https://doi.org/10.1002/nbm.70103
Noor, N, Bilal, M, Abbasi, SF, Pournik, O & Arvanitis, TN 2025, 'A novel transformer-based approach for cardiovascular disease detection', Frontiers in digital health, vol. 7, 1548448. https://doi.org/10.3389/fdgth.2025.1548448
Waseem, HM, Islam, SU, Harrison, S, Epiphaniou, G, Matragkas, N, Arvanitis, TN & Maple, C 2025, 'Data-driven FMEA approach for hazard identification and risk evaluation in digital health', Scientific Reports, vol. 15, no. 1, 26856. https://doi.org/10.1038/s41598-025-11929-4
Conference contribution
Pournik, O, Watts, E, Richards, E, Boelaert, K, Sharma, N, Abbasi, SF, Ding, X, Ghalichi, L & Arvanitis, TN 2026, A Hybrid Delphi-Inspired Expert-LLM Workflow for Efficient Evidence Screening in Systematic Reviews. in M Giacomini, J Delgado, TN Arvanitis, E Andrikopoulou, A Benis, G Balestra, R Bellazzi, P Gallos, R Gatta, DR Giacobbe, N Giordano, M Hägglund, L Lindsköld, L Lhotska, S Marceglia, E Parimbelli, L Sacchi, P Soda, L Stoicu-Tivadar, P Veltri & P Vizza (eds), Opening the Personal Gate between Technology and Health Care: Proceedings of MIE 2026. Studies in Health Technology and Informatics, vol. 336, IOS Press, pp. 670-674, EFMI Medical Informatics Europe 2026, Genova, Italy, 25/05/26. https://doi.org/10.3233/SHTI260255
Ding, X, Pournik, O, Abbasi, SF, Bai, L, Epiphaniou, G, Matragkas, N, Harrison, S, Parra-Calderón, CL & Arvanitis, T 2026, Enhancing Ontology Engineering with Large Language Models: A Stage-Wise Human-in-the-Loop Study. in M Giacomini, J Delgado, TN Arvanitis, E Andrikopoulou, A Benis, G Balestra, R Bellazzi, P Gallos, R Gatta, DR Giacobbe, N Giordano, M Hägglund, L Lindsköld, L Lhotska, S Marceglia, E Parimbelli, L Sacchi, P Soda, L Stoicu-Tivadar, P Veltri & P Vizza (eds), Opening the Personal Gate between Technology and Health Care: Proceedings of MIE 2026. Studies in Health Technology and Informatics, vol. 336, IOS Press, pp. 874-878, EFMI Medical Informatics Europe 2026, Genova, Italy, 25/05/26. https://doi.org/10.3233/SHTI260304
Allington, R, Mahmoodi, N, Pournik, O & Arvanitis, TN 2026, Evaluating Large Language Models for Extracting Clinical Recommendations from Practice Guidelines: A Preliminary Study. in M Giacomini, J Delgado, TN Arvanitis, E Andrikopoulou, A Benis, G Balestra, R Bellazzi, P Gallos, R Gatta, DR Giacobbe, N Giordano, M Hägglund, L Lindsköld, L Lhotska, S Marceglia, E Parimbelli, L Sacchi, P Soda, L Stoicu-Tivadar, P Veltri & P Vizza (eds), Opening the Personal Gate between Technology and Health Care: Proceedings of MIE 2026. Studies in Health Technology and Informatics, vol. 336, IOS Press, pp. 964-968, EFMI Medical Informatics Europe 2026, Genova, Italy, 25/05/26. https://doi.org/10.3233/SHTI260322
Pournik, O, Abbasi, SF, Ding, X, Mahmoodi, N, Allington, R, Peltonen, LM, Gallos, P, Ghalichi, L & Arvanitis, TN 2026, Large Language Models for Health Knowledge Modelling in Data Interoperability: A Scoping Review of Methods, Standards, and Applications. in M Giacomini, J Delgado, TN Arvanitis, E Andrikopoulou, A Benis, G Balestra, R Bellazzi, P Gallos, R Gatta, DR Giacobbe, N Giordano, M Hägglund, L Lindsköld, L Lhotska, S Marceglia, E Parimbelli, L Sacchi, P Soda, L Stoicu-Tivadar, P Veltri & P Vizza (eds), Opening the Personal Gate between Technology and Health Care: Proceedings of MIE 2026. Studies in Health Technology and Informatics, vol. 336, IOS Press, pp. 1287-1291, EFMI Medical Informatics Europe 2026, Genova, Italy, 25/05/26. https://doi.org/10.3233/SHTI260406
Bai, L, Pournik, O, Ding, X, Abbasi, SF, Zhang, L & Arvanitis, T 2026, Membership Inference or Data Split Bias? Identifying False Positives in Synthetic Medical Image Privacy Audits. in M Giacomini, J Delgado, TN Arvanitis, E Andrikopoulou, A Benis, G Balestra, R Bellazzi, P Gallos, R Gatta, DR Giacobbe, N Giordano, M Hägglund, L Lindsköld, L Lhotska, S Marceglia, E Parimbelli, L Sacchi, P Soda, L Stoicu-Tivadar, P Veltri & P Vizza (eds), Opening the Personal Gate between Technology and Health Care: Proceedings of MIE 2026. Studies in Health Technology and Informatics, vol. 336, IOS Press, pp. 685-689, EFMI Medical Informatics Europe 2026, Genova, Italy, 25/05/26. https://doi.org/10.3233/SHTI260258
Abbasi, SF, Bilal, M, Ding, X, Bai, L, Pournik, O, Islam, SU, Epiphaniou, G, Maple, C & Arvanitis, TN 2026, Secure and Enhanced Cyber-Threat Detection in IoMT Using Locally Deployed Large Language Models. in M Giacomini, J Delgado, TN Arvanitis, E Andrikopoulou, A Benis, G Balestra, R Bellazzi, P Gallos, R Gatta, DR Giacobbe, N Giordano, M Hägglund, L Lindsköld, L Lhotska, S Marceglia, E Parimbelli, L Sacchi, P Soda, L Stoicu-Tivadar, P Veltri & P Vizza (eds), Opening the Personal Gate between Technology and Health Care: Proceedings of MIE 2026. Studies in Health Technology and Informatics, vol. 336, IOS Press, pp. 969-973, EFMI Medical Informatics Europe 2026, Genova, Italy, 25/05/26. https://doi.org/10.3233/SHTI260323
Wang, C, Yi, Q, Aflakian, A, Ye, J, Arvanitis, T, Dearn, KD & Hajiyavand, A 2025, A Deep-Learning Framework for Ovarian Cancer Subtype Classification Using Whole Slide Images. in E Andrikopoulou, P Gallos, TN Arvanitis, R Austin, A Benis, R Cornet, P Chatzistergos, A Dejaco, L Dusseljee-Peute, A Mohasseb, P Natsiavas, H Nakkas & P Scott (eds), Intelligent Health Systems - From Technology to Data and Knowledge: Proceedings of MIE 2025. Studies in Health Technology and Informatics, vol. 327, IOS Press, pp. 1290-1294, 35th Medical Informatics Europe Conference, MIE 2025, Glasgow, United Kingdom, 19/05/25. https://doi.org/10.3233/SHTI250606
Pournik, O, Mukherjee, T, Abbasi, SF, Ding, X, Bai, L, de la Torre Pardos, J, Moro, A, Gonzalez, N, Verdoy Berastegi, D, Kaye, R, Laleci Erturkmen, GB, Yuksel, M, Sarigul, B, Ghalichi, L & Arvanitis, TN 2025, Analysing the Association Between User Perceptions and Usage Patterns of Digital Personalised Care Platforms Using the UTAUT Framework: Insights from the ADLIFE Project. in J Mantas, A Hasman, P Gallos, E Zoulias & K Karitis (eds), Global Healthcare Transformation in the Era of Artificial Intelligence and Informatics. Studies in health technology and informatics, vol. 328, IOS Press, pp. 469-473, International Conference on Informatics, Management, and Technology in Healthcare 2025, Athens, Greece, 4/07/25. https://doi.org/10.3233/SHTI250763
Abbasi, SF, Ahmad, R, Mukherjee, T, Ding, X, Bai, L, Pournik, O & Arvanitis, TN 2025, A Novel and Secure 3D Colour Medical Image Encryption Technique Using 3D Hyperchaotic Map, S-box and Discrete Wavelet Transform. in J Mantas, A Hasman, P Gallos, E Zoulias & K Karitis (eds), Global Healthcare Transformation in the Era of Artificial Intelligence and Informatics. Studies in Health Technology and Informatics, vol. 328, IOS Press, pp. 268-272, 23rd Annual International Conference on Informatics, Management, and Technology in Healthcare, ICIMTH 2025, Athens, Greece, 4/07/25. https://doi.org/10.3233/SHTI250717
Review article
Waseem, HM, Islam, SU, Matragkas, N, Epiphaniou, G, Arvanitis, TN & Maple, C 2026, 'Review of generative AI for synthetic data generation: a healthcare perspective', Artificial Intelligence Review, vol. 59, no. 2, 55. https://doi.org/10.1007/s10462-025-11440-2
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