| 2025 | Enhancing DR Classification with Swin Transformer and Shifted Window Attention. | Meher Boulaabi, Takwa Ben Acha Gader, Afef Kacem Echi, Zied Bouraoui |
| 2025 | Interpretable and Explainable AI Reveals EEG Signatures of Intervention in Minimally Conscious State Patients. | Davide Borra, Matteo Fraternali, Valentina Bonsangue, Susanna Lavezzi, Sofia Straudi, Elisa Magosso |
| 2025 | Role-Play Large Language Models for Short Behavior Change Interventions: An Exploratory Study on Brief Action Planning. | Marco Bolpagni, Simone De Carli, Leonardo Sanna, Silvia Gabrielli, Mauro Dragoni |
| 2025 | AI Models Predicting Methylation Status from DNA Sequence: What is Missing? | Andrei Stefan Blindu, Silvia Berardelli, Federica De Paoli, Rossella Tricarico, Susanna Zucca, Paolo Magni |
| 2025 | Probing Large Language Model Hidden States for Adverse Drug Reaction Knowledge. | Jacob S. Berkowitz, Davy Weissenbacher, Apoorva Srinivasan, Nadine A. Friedrich, Jose Miguel Acitores Cortina, Sophia Kivelson, Graciela Gonzalez-Hernandez, Nicholas P. Tatonetti |
| 2025 | BAT: A Toolkit for Biomedical Text Augmentation. | Laura Bergomi, Enea Parimbelli, Daniele Pala, Tommaso Mario Buonocore |
| 2025 | Do They Really Know? Evaluating Large Language Models' Ability to Reference and Cite Oncology Guidelines. | Pietro Belligoli, Danielle S. Bitterman, Timothy A. Miller |
| 2025 | Leveraging Multi-agent Systems for Domain-Pertinence Query Classification in Informative Chatbots. | Patrizio Bellan, Saba Ghanbari Haez, Leonardo Sanna, Simone Magnolini, Mauro Dragoni |
| 2025 | Unveiling Sleep Dysregulation in Chronic Fatigue Syndrome with and Without Fibromyalgia Through Bayesian Networks. | Michal Bechny, Marco Scutari, Julia van der Meer, Francesca D. Faraci, Stphane Meystre, Benjamin H. Natelson, Akifumi Kishi |
| 2025 | AtGCN: A Lightweight Graph Convolutional Network for Ataxic Gait Detection. | Karan Bania, Tanmay Tulsidas Verlekar |
| 2025 | Exploring the Missing Medical Context in Generated Radiology Reports. | Karan Bania, Harshvardhan Mestha, Tanmay T. Verlekar |
| 2025 | fMRI Analysis for Alzheimer's Disease Detection: Traditional vs. Deep Learning Models. | Adl Bajcsi, Camelia Chira |
| 2025 | Explainable AI for Smoking Behaviour Detection: A Danish Medical Records Study. | Amir Sorayaie Azar, Margrethe Hstgaard Bang Henriksen, Ole Hilberg, Amin Naemi, Jamshid Bagherzadeh Mohasef, Uffe Kock Wiil, Ali Ebrahimi |
| 2025 | A Trustworthy Evolutionary Fuzzy Neural Network Framework for Maternal Health Risk Classification. | Gianluca Apriceno, Marina Segala, Giovanni Valer, Nicola Muraro, Vincenzo Netti, Paulo Vitor de Campos Souza, Mauro Dragoni |
| 2025 | Exploring Large Language Model Reasoning Capabilities Over Personal Health Data. | Gianluca Apriceno, Tania Bailoni, Mauro Dragoni |
| 2025 | Knowledge Graphs for Clinical Data: Strategies and Challenges with an Application to MIMIC III Dataset. | Beatrice Amico, Carlo Combi |
| 2025 | Enhancing Aphasia Speech Interpretation using Small Language Models (SLMs). | Abdel-Karim Al-Tamimi, Kate Radford, Jacqueline Benfield, Jacob Andrews, Catherine Sweby |
| 2025 | Combining Clinical and Gene Expression Variables via Knowledge Graph Embedding for Prediction of Coronary Artery Stenosis. | Giuseppe Albi, Arianna Dagliati, Chiara Vavassori, Laura Pisani, Mattia Chiesa, Luca Piacentini, Saima Mushtaq, Gianluca Pontone, Riccardo Bellazzi, Gualtiero I. Colombo |
| 2025 | A Fine-Tuning Pipeline with Small Conversational Data for Healthcare Chatbot. | Gianluca Aguzzi, Matteo Magnini, Martino Francesco Pengo, Mirko Viroli, Sara Montagna |
| 2024 | Multi-view k-Nearest Neighbor Graph Contrastive Learning on Multi-modal Biomedical Data. | Yilin Zhang, Shuo Chen, Rozalina G. McCoy, Chixiang Chen, Yuzhou Chen |
| 2024 | Mining Disease Progression Patterns for Advanced Disease Surveillance. | Syed Hamail Hussain Zaidi, Amna Basharat, Muddassar Farooq |
| 2024 | Improved Glioma Grade Prediction with Mean Image Transformation. | Shyam Yathirajam, Sreedevi Gutta |
| 2024 | Patient-Centric Approach for Utilising Machine Learning to Predict Health-Related Quality of Life Changes During Chemotherapy. | Zuzanna Wjcik, Vania Dimitrova, Lorraine Warrington, Galina Velikova, Kate Absolom |
| 2024 | Expert Insight-Enhanced Follow-Up Chest X-ray Summary Generation. | Zhichuan Wang, Kinhei Lee, Qiao Deng, Tiffany Y. So, Wan Hang Chiu, Bingjing Zhou, Edward S. Hui |
| 2024 | Histology Image Artifact Restoration with Lightweight Transformer Based Diffusion Model. | Chong Wang, Zhenqi He, Junjun He, Jin Ye, Yiqing Shen |