| 2026 | Automated Pulmonary Hypertension Subtype Discrimination from CTPA Scans. | Matteo Dallera, Carlotta Pairazzi, Riccardo Bellazzi, Stefano Ghio, Adele Valentini, Lucia Sacchi |
| 2026 | Rehabilitation Engagement Prediction in Pediatric Patients with Neuromotor Disorders: An Adaptive Hierarchical Bayesian Approach. | Simone Costantini, Emilia Biffi, Giuseppe Andreoni, Anna M. Bianchi, Fabio Storm |
| 2026 | A Benchmark Study for Reporting Feasibility in AI-Based Infant Hearing Screening: Exploring the Limits of Passive Sensing. | Lorenzo Corso, Samuele Pe, Anisa Visram, Iain Jackson, Michael Stone, Kevin J. Munro, Enea Parimbelli, Giovanna Nicora, Arianna Dagliati |
| 2026 | Is Heavier Better? Benchmarking Optical Flow Time-Series vs. Video Transformers for In Vitro Fertilization Counseling. | Lorenzo Corso, Andrea Fantinato, Emirhan Kayar, Margherita Isernia, Giulia Fiorentino, Marilena Taggi, Federica Innocenti, Marcos Meseguer, Alberto Vaiarelli, Laura Rienzi, Maurizio Zuccotti, Giovanni Coticchio, Riccardo Bellazzi, Danilo Cimadomo, Giovanna Nicora |
| 2026 | Documentation Gaps are the Primary Barrier to Reproducing Clinical ML Literature: Automated Replication with VERA. | Andre Chu, Warren Woodrich Pettine |
| 2026 | Sequential Counterfactual Inference for Temporal Clinical Data: Addressing the Time Traveler Dilemma. | Jingya Cheng, Alaleh Azhir, Jiazi Tian, Hossein Estiri |
| 2026 | Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification. | Arjun Chatterjee, Sayeed Sajjad Razin, John Wu, Siddhartha Laghuvarapu, Jathurshan Pradeepkumar, Jimeng Sun |
| 2026 | Multimodal Survival Prediction of Patients with Metastatic Esophagogastric Cancer Based on Clinical Progress Reports and Tabular Data. | Irene Cara, Dimitris Katsimpokis, Gijs Geleijnse, Hanneke W. M. van Laarhoven, Rob Verhoeven |
| 2026 | How Explanation Framing Shapes Reliance on AI in Clinical Decision Support. | Federico Cabitza, Alessia Papale, Lucia Vicente, Rossella Tomaiuolo |
| 2026 | Clinical Deployability: A Socio-technical Construct for Evaluating Real-World Readiness of Medical AI. | Federico Cabitza, Mauro Dragoni |
| 2026 | Reasoning-Enhanced Rare-Event Prediction with Balanced Outcome Correction for Clinical Decision Support. | Vitaly Bulgakov, Alexander Turchin |
| 2026 | Synthetic Validation of Pediatric Trust Instruments Using Persona-Driven Large Language Models. | Ella Boone, Katya Loban, Elena Guadagno, Dan Poenaru |
| 2026 | A Multimodal Wearable Framework for Predicting Epileptic Seizures. | Agnese Bonfigli, Alberto Maria Di Giacinto, Flavia Giordani, Leandro Pecchia, Mario Merone, Luca Bacco |
| 2026 | Explainable Knowledge Graph Embeddings for Link Prediction and Path Attribution in Healthcare. | Vijaya Laxmi Boddu, Akhil Chaudhary, Somayeh Kafaie, Enayat Rajabi |
| 2026 | Bridging the Pathology Communication Gap: Early Experience with Osler, a Patient-Facing AI Chatbot. | Morgan Black, Will Dowon Jeong, Sherman Lin, Ali Brown, Matthew Cecchini, Jason K. Wasserman |
| 2026 | Explainable Case-Based Diagnosis and Risk Prediction in Oncology. | Isabelle Bichindaritz, Leszek Kotula |
| 2026 | SemAS - Semantic Alignment Score for XAI Applications in Clinical Decision Support. | Laura Bergomi, Martin Michalowski, Szymon Wilk, Marc Carrier, Grgoire Le Gal, Tzu-Fei Wang, Wojtek Michalowski |
| 2026 | Nutrilyzer: Vision-Based Nutritional Estimation for Postprandial Glucose Response Prediction. | El Arbi Belfarsi, Ahmed Amarak, Maria Valero, Valentina Nino, Katherine H. Ingram |
| 2026 | Building Trustworthy Artificial Intelligence Enabled Electronic Health Record Systems. | Nabil Georges Badr, Hazar Haidar |
| 2026 | WearAble AI: AI Assistant for Wearable Data Analysis and Visualization. | Arash Atrsaei, Haneen Njoum, Albert Pla Planas, Sven Jager |
| 2026 | ExpertoRhythm: Morphology-Aware Learning for Waveform Reconstruction and Cuffless Blood Pressure Estimation from Single-Channel PPG. | Amir Arjomand, Kenneth B. Kent, Georgiy Krylov |
| 2026 | Evaluating Temporal Clinical Reasoning and Audience-Tailored Explanations in Large Language Models. | Gianluca Apriceno, Tania Bailoni, Mauro Dragoni |
| 2026 | Logic-Guided Interpretable Hospital Readmission Risk Modeling Using Italian Administrative Healthcare Data. | Marina Andric, Gianluca Apriceno, Kevin Gelmini, Mauro Dragoni |
| 2026 | An Explainable Hybrid Framework for Automated Analysis of Bone Marrow Aspirates in Acute Myeloid Leukemia. | Valentin Andral, Jules Morata, Philippe Leleux, Pierre Brousset, Alban Canali, Jean-Baptiste Rieu, Sandrine Mouysset, Sarah Bertoli |
| 2026 | C2W-Tune: Cavity-to-Wall Transfer Learning for Thin Atrial Wall Segmentation in 3D LGE-MRI. | Yusri Al-Sanaani, Rebecca E. Thornhill, Sreeraman Rajan |