| 2025 | Towards Distributed Process Discovery in Healthcare: Testing and Proving the Feasibility of the Federated Alpha+ Algorithm. | Leonardo Nucciarelli, Roberto Gatta, Andrada Mihaela Tudor, Erica Tavazzi, Giovanni Arcuri, Mauro Vallati, Gema Ibez-Snchez, Zoe Valero-Ramon, Carlos Fernndez-Llatas, Andrea Damiani |
| 2025 | A Boxology-Based Analysis of Design Patterns for Neuro-Symbolic Medical Decision Making Systems. | Chi Him Ng, Annette ten Teije, Frank van Harmelen |
| 2025 | A Graph Based Raman Spectral Processing Technique for Exosome Classification. | Vuong M. Ngo, Edward Bolger, Stan Goodwin, John O'Sullivan, Dinh Viet Cuong, Mark Roantree |
| 2025 | A Reinforcement Learning Framework for Optimizing Kidney Allocation for Transplant Based on Survival and Ethical Criteria. | Syed Asil Ali Naqvi, Karthik K. Tennankore, George Worthen, Amanda Vinson, Syed Sibte Raza Abidi |
| 2025 | Transformer-Based Bi-encoder for Early Neonatal Birth Weight Prediction Using Maternal Nutritional and Health Insights. | Muhammad Mursil, Hatem A. Rashwan, Adnan Khalid, Luis Santos-Calderon, Pere Cavall-Busquets, Michelle M. Murphy, Domenec Puig |
| 2025 | Physics-Informed Neural Networks for Hidden Insulin Dynamics Estimation from Glucose Data. | Lea Multerer, Manuel Acquistapace, Marco Forgione, Laura Azzimonti |
| 2025 | Machine Learning Approaches to the Early Detection of Pancreatic Cancer from Time-Series Primary Care Data. | Victoria Moglia, Lesley Smith, Gordon Cook, Marc de Kamps, Owen A. Johnson |
| 2025 | Predicting Intensive Care Unit Length of Stay in Pediatric Congenital Heart Disease Patients After Cardiac Surgery Using the Medic-BERT Model. | Adriana Modrego, Esther Aurensanz-Clemente, Julia Meca-Santamaria, Roger Domingo-Espins, Joan Sanchez-de-Toledo, Bart H. Bijnens, Patricia Garcia-Caadilla |
| 2025 | Elucidating Mechanics of T-cell Signaling: Modelling Surface Receptor Pathways Using Artificial Neural Networks. | Julie Midroni, Duncan Kirby, Anton Zilman |
| 2025 | CUE-X: A Framework for the Automatic Evaluation of Clinical Usefulness of Explanations for the Multimorbidity Problem. | Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Herna L. Viktor, Wojtek Michalowski |
| 2025 | Evaluating Large Language Models for Depression Symptom Estimation. | Dhia Eddine Merzougui, Gal Dias, Jrmie Pantin, Fabrice Maurel |
| 2025 | Machine Learning Predictions of Overall and Progression-Free Survival in Advanced Breast Cancer. | Tatiana Merzhevich, Alexandros Tanzanakis, Emmanuelle Salin, Claudia Quiering, Christoph F. Kurz, Benjamin Gmeiner, Bjoern M. Eskofier |
| 2025 | Adaptive Clustering for EGFR Amplification Prediction in Glioblastoma: A Variational Autoencoder-Dirichlet Bayesian Gaussian Approach. | Homay Danaei Mehr, Cong Cong, Imran Noorani, Antonio Di Ieva, Sidong Liu |
| 2025 | Surgical Instrument Segmentation and Self-Supervised Monocular Depth Estimation in Minimally Invasive Surgery: A Multi-task Learning Approach. | Stefano Mazzocchetti, Laura Cercenelli, Emanuela Marcelli |
| 2025 | Machine Learning Models for Predicting Suicidal Ideation, Depression, Anxiety, and Stress in the General Population. | Teodora Matic, Aleksander Sadikov, Peter Pregelj, Polona Rus Prelog |
| 2025 | LLM-Guided Causal Bayesian Network Construction for Pediatric Patients on ECMO. | Saurabh Mathur, Ranveer Singh, Michael A. Skinner, Ethan Sanford, Neel Shah, Phillip Reeder, Lakshmi Raman, Sriraam Natarajan |
| 2025 | Early Detection of ALS in Absence of Speech Impairments with Computer Audition. | Adria Mallol-Ragolta, Monica Gonzlez Machorro, Ricarda von Heynitz, Katia Scherzer, Isabell Cordts, Bjrn W. Schuller |
| 2025 | AI-Based Mobile App for Segmentation and Tissue Classification on Diabetic Foot Ulcer: A Step Forward in Patient Care. | Adrin Maldonado-Oclica, Regina Rios-Lpez, Adrin Beltrn-Fernndez, Daniela Alquicira-Guevara, Miguel Veloz-Lucas, Rashid Flores-Nio, Mara Garca-Santiago |
| 2025 | A Graph Neural Network Approach for Data-Driven Donor-Recipient Matching in Kidney Transplantation. | Sheida Majouni, Karthik K. Tennankore, Samina Abidi, Amanda Vinson, Syed Sibte Raza Abidi |
| 2025 | ML-EvalPro: Machine Learning Evaluation Profiler for Supervised Tasks. | Mohamed Maher, Reem Ayman, Sondos Akram, Omar Marie, Radwa El Shawi |
| 2025 | A Region-Specific GAN-Based Solution for Data Augmentation in Dermatology. | Alessio Luschi, Linda Tognetti, Gabriele Cevenini, Pietro Rubegni, Ernesto Iadanza |
| 2025 | A Collaborative Learning Approach for Fairness in Prediction of Substance Use Disorder Treatment Completion. | Mary M. Lucas, Christopher C. Yang |
| 2025 | Three-Dimensional Latent Diffusion Model for Weakly-Supervised Brain Tumour Segmentation. | Nico Lsch, Daniel R. Catchpoole, Paul J. Kennedy |
| 2025 | Explainable Machine Learning for Neonatal Screening: A Fast&Frugal Decision Tree for Rare Metabolic Disease Detection. | Gloria Lopiano, Andrea Campagner, Cristina Cereda, Stephana Carelli, Federico Cabitza |
| 2025 | Detection of ADHD from ECG Signals via Deep Learning-Based Feature Extraction. | Xiaohan Li, Haiyan Xu, Yu Cao, Xudong Lu, Huilong Duan, Qiang Shu, Wei Wang, Haomin Li |