| 2025 | Advancing LOINC Mapping with AI: Insights from LARA's RAG Implementation and Expert Evaluation. | Alessandro Liscio, Maria Teresa Chiaravalloti, Vincenzo Giannattasio Dell'Isola, Monica Moz |
| 2025 | Personalizing mHealth Apps with Offline Reinforcement Learning: A Case Study on Mental Health App Adherence. | Rutger van der Linden, Khadicha Amarti, Marketa Ciharova, Annet Kleiboer, Heleen Riper, Aneta Lisowska, Mark Hoogendoorn |
| 2025 | FSLearning: An Efficient Federated Split Learning Framework for Privacy-Preserving Disease Prediction. | Bin Li, Xiaoqian Jiang, Yu-Chun Hsu, Arif Ozgun Harmanci, Hongchang Gao, Xinghua Shi |
| 2025 | Exploiting LLMs for Supporting Conformance Checking on Medical Processes. | Giorgio Leonardi, Stefania Montani, Manuel Striani |
| 2025 | Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset. | Marta Lenatti, Marco Zaffalon, Alessandro Antonucci, Pierluigi Francesco De Paola, Lea Multerer, Maurizio Mongelli, Alessia Paglialonga, Laura Azzimonti |
| 2025 | Medical Prognosis from Electronic Health Records in Spanish. | Nuria Lebea, Claudia Borg, Arantza Casillas, Alicia Prez |
| 2025 | AI-Driven Identification of Subclinical Alcohol Use Disorder in Type 2 Diabetes Patients. | Melissa Larbi, Edouard Audit, Jol Chavas, Simplice Donfack, Vincent Mallet |
| 2025 | Embedding-Based Acronym Disambiguation Supported by Large Language Models in German Clinical Narratives. | Amila Kugic, Stefan Schulz, Markus Kreuzthaler |
| 2025 | Choose Your Words Wisely: Domain-Adaptive Masking Makes Language Models Learn Faster. | Vanshpreet S. Kohli, Aaron Monis, Radhika Mamidi |
| 2025 | Reinforcement Learning for Hospital Outbreak Simulations. | Denisse Kim, Guillermo Vigueras Gonzalez, Jose M. Juarez |
| 2025 | Development of Falling Detection AI Model Using Neuro-Kinematic Multimodality in Parkinson. | Minkyung Kim, Myung Jin Chung, Jin Whan Cho, Jinyoung Youn, Hakje Yoo |
| 2025 | Contrasting by Augmented Patient Electrocardiograms to Learn Representations for a Foundation Model. | Gul Rukh Khattak, Konstantinos Patlatzoglou, Yixiu Liang, Libor Pastika, Boroumand Zeidaabadi, Joseph Barker, Mehak Gurnani, Antnio H. Ribeiro, Jeffrey Annis, Antnio L. P. Ribeiro, Nicholas S. Peters, Junbo Ge, Daniel B. Kramer, Jonathan W. Waks, Evan Brittain, Arunashis Sau, Fu Siong Ng |
| 2025 | Integration of Infrared Molecular Fingerprinting Data in a Longitudinal Health Profiling Cohort. | Kosmas V. Kepesidis, Zita I. Zarandy, Flora B. Nemeth, Lea Gigou, Mihaela Zigman, Ferenc Krausz |
| 2025 | PGHDProvO: Provenance Based Ontology for Sharing Patient Generated Health Data (PGHD) with an Electronic Health Record (EHR). | Abdullahi Abubakar Kawu, Dympna O'Sullivan, Lucy Hederman |
| 2025 | Using LSTM-Based Model on Vocal Signal Analysis for the Classification of Multiple Sclerosis. | Muhammad Kashif, Patrizia Vizza, Aurara Delfino, Roberto Bruno Bossio, Giuseppe Tradigo, Sergio Flesca, Pierangelo Veltri |
| 2025 | Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. | Christopher Irwin, Flavio Mignone, Stefania Montani, Luigi Portinale |
| 2025 | Using AI to Improve Diagnosis and Treatment of Rare Diseases: A Chat Agent for Equitable and Accessible Healthcare. | Frank M. Hodges, Sundareswar Pullela, Guy Cohen, Akshay Mulgund, Jared C. Roach, Stephen A. Ramsey |
| 2025 | A Health-Focused Risk Taxonomy for AI: Assessing Unsafe Content Detection with Small Language Models (SLMs). | Lantana Hewitt, Abdel-Karim Al Tamimi, Robert Copeland, Richard Moore, Shaman Jhanji |
| 2025 | ELMTEX: Fine-Tuning LLMs for Structured Clinical Information Extraction. A Case Study on Clinical Reports. | Aynur Guluzade, Naguib Heiba, Zeyd Boukhers, Florim Hamiti, Jahid Hasan Polash, Yehya Mohamad, Carlos A. Velasco |
| 2025 | Towards Precision Medicine with Infrared Molecular Profiles: Identifying and Explaining Subgroups. | Lea Gigou, Kosmas V. Kepesidis, Ferenc Krausz |
| 2025 | Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability. | Luca Gherardini, Paulina Tworek, Maja Szczypka, Yousef Khan, Marek Mikolajczyk, Roman Lewandowski, Jos L. R. Sousa |
| 2025 | STM-GNN: Space-Time-and-Memory Graph Neural Networks for Predicting Multi-Drug Resistance Risks in Dynamic Patient Networks. | Damien Geissbuhler, Alban Bornet, Catarina Marques, Andr Anjos, Snia Pereira, Douglas Teodoro |
| 2025 | Enhancing Organ Transplant Outcomes: AI-Driven Prediction of Organ Viability Using Clinical Data. | Pau Garre, Beatriz Lpez, Nria Masnou, Guillem Guigo |
| 2025 | Review of Recent Deep Learning Techniques Using Longitudinal Mammogram Data. | Aneta Gbrisov, Ivan Cimrk |
| 2025 | Probabilistic Modeling and Verification of an Adaptive VR Serious Game for Patients with Cognitive Impairment. | Alessandro Forgiarini, Elisabetta De Maria, Fabio Buttussi |