| 2026 | Missing-Aware Evolving Fuzzy Learning for MASLD Risk Prediction from Irregular Time Series. | Zhuoxuan Zhan, Hong Sheng Cheng, Ian Yang Liew, Hwee Pin Phua, Angela Li Ping Chow, Eng Sing Lee, Kuo Chao Yew, Xiuyi Fan |
| 2026 | FC-CL: Contrastive Learning-Based Sleep Stage Classification Considering Surrounding Epochs in EEG Signals. | Zhengting Wang, Vijdan Khalique, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa |
| 2026 | Comparative Analysis of U-Net and YOLO Architectures for the Computer-Aided Pathological Diagnosis of Hirschsprung's Disease. | Eve Wang, Karl Grenier, Peter Savadjiev, Dan Poenaru |
| 2026 | PreClaim-GCT: Self-supervised Graph-Transformer Pretraining for Incident Outcome Prediction from Healthcare Claims. | Rui Wang, Ming-Ching Chang, Emily Leckman-Westin |
| 2026 | A Bayesian Latent-Threshold Framework for Fall Occurrence in Parkinson's Disease. | Dante Trabassi, Stefano Filippo Castiglia, Roberto De Icco, Cristina Tassorelli, Alberto Ranavolo, Mariano Serrao |
| 2026 | Explainable AI Identifies High Retrospective Prodromal Symptom Burden in Parkinson's Disease. | Dante Trabassi, Stefano Filippo Castiglia, Roberto De Icco, Cristina Tassorelli, Alberto Ranavolo, Mariano Serrao |
| 2026 | Redefining Cardiac Arrhythmia Detection and Monitoring in Athletes Using Artificial Intelligence: A Systematic Review. | Rayyan Tamim, Danielle Cruise, Mirou Jaana |
| 2026 | Machine Learning-Based Survival Prediction of Outcomes in Myelodysplastic Syndromes. | Fayeq Jeelani Syed, Ziming Cui, Dulat Bekbolsynov, Michael Sloma, Stanislaw Stepkowski, Kevin S. Xu |
| 2026 | OpenCDT: An Open Neuro-Symbolic Infrastructure for Executable Clinical Decision Tools. | Antonina Spalinska, Krzysztof Spalinski, Michal Chojnicki, Magdalena Jasionowska-Skop, Artur Przelaskowski, Wojciech Glinkowski |
| 2026 | Derived Neural Markers of Creativity: Debiased Weighted Phase Lag Index for Neurocognitive State Recognition. | Morteza Zangeneh Soroush, Daniel Massicotte, Wei-Ping Zhu |
| 2026 | Clinical Decision Support AI Startups: Funding Disparities and Deployment Patterns. | Pek Hooi Soh, Zelyn Lee |
| 2026 | Causal Models with Tiny Data: The Case of Rural People Living with Dementia. | Ranveer Singh, Saurabh Mathur, Kavimayil P. Komarasamy, Ameet Soni, Cliff Whetung, Wayne Warry, Kristen Jacklin, Melissa Blind, Sriraam Natarajan |
| 2026 | Can LLMs Mimic Experienced Neurosurgeons in Real-World Spine Surgery Triage? | Mahvash Siavashpour, Erin McCabe, Andrew Nataraj, Niketh Pareek, Osmar Zaane, Douglas P. Gross |
| 2026 | Conformal Prediction for Risk-Controlled Medical Entity Extraction Across Clinical Domains. | Manil Shrestha, Edward Kim |
| 2026 | Effectiveness of Artificial Intelligence in Cardiovascular Disease Prevention: A Systematic Review. | Chetan Shirvankar, Lily Puterman-Salzman, Josep Iglesies-Grau, Herv Tchala Vignon Zomahoun, Samira Abbasgholizadeh Rahimi |
| 2026 | When to Adapt? Adapting the Model or Data in Federated Medical Imaging. | Chamani Shiranthika, Parvaneh Saeedi |
| 2026 | VAIDYA: Validated Agents for Intelligent Diagnosis and Yielded Analysis. | Kalash Shah, Gautam Bhutani, Rohitaswa Sarbhangia, J. Snehan |
| 2026 | Validation of an Interpretable AI System for Localizing the SubThalamic Nucleus During DBS Neurosurgery. | Fabrizio Sciscenti, Valentina Agostini, Laura Rizzi, Michele Lanotte, Marco Ghislieri |
| 2026 | STRAGMED: Standardizing Retrieval-Augmented Generation Pipelines in Medical Domains. | Leonardo Sanna, Esin Ezgi Yildiz, Mauro Dragoni |
| 2026 | LLM-as-a-Judge for Evaluating the Quality of Retrieval-Augmented Generation Systems. | Leonardo Sanna, Erica Solinas, Mauro Dragoni |
| 2026 | Flow Builder: No-Code Conversation Design Tool for Digital Therapeutics in Psychology. | Leonardo Sanna, Mattia Franzin, Mauro Dragoni, Claudio Eccher |
| 2026 | MAESTRO: a Framework for Trustworthy Integration of LLMs in Psychological Digital Interventions. | Leonardo Sanna, Mattia Franzin, Simone De Carli, Marco Bolpagni, Simone Casazza, Silvia Rizzi, Claudio Eccher, Mauro Dragoni |
| 2026 | Vessel-Aware Bilateral Learning for Retina-Based Subclinical Atherosclerosis Screening. | Ibrahim Sani, Muhammad Saad, Nafisa Anjum, Ananna Saha, Salekul Islam |
| 2026 | Regression vs. Medical LLMs: A Comprehensive Study for CVD and Mortality Risk Prediction. | Samuel Desire Kom Sande, Maciej Skorski, Martin Theobald, Jochen Schneider, Winfried Mrz |
| 2026 | A Critical Survey on the Evaluation of Large Language Models in Clinical Applications. | Yasmin Saafi, Nizar Omheni, Zayneb Mannai, Ramzi Mahmoudi |