| 2026 | Can LLMs Accurately Score Medical Diagnoses and Clinical Reasoning? | Amy Rouillard, Sitwala Mundia, Linda Camara, Ziyaad Dangor, Michael Cameron Gramanie, Ismail Kalla, Shabir A. Madhi, Kajal Morar, Marlvin T. Ncube, Haroon Saloojee, Bruce A. Bassett |
| 2026 | Machine Learning for Early Prediction of Gestational Diabetes Mellitus Using Routinely Collected Clinical Data. | Syeda Rizvi, Mais Alkhateeb, Shehel Yoosuf, Aliya Tabassum, Arfan Ahmed, Alaa A. Abd-Alrazaq |
| 2026 | Annotating Motivational Interviewing Transcripts Using Large Language Models. | Dinesh Rivankar, Tanmay Tulsidas Verlekar, Abhijit Nadkarni |
| 2026 | Forecasting Gait Dynamics with Foundation Models. | Federico Colelli Riano, Alberto Malovini, Armando Coccia, Federica Amitrano, Giovanni D'Addio, Riccardo Bellazzi |
| 2026 | AnchorNet: A Clinically Grounded Causal Model for Personalized Medicine. | Louk van Remmerden, Mark Hoogendoorn, Vincent Franois-Lavet, Shujian Yu, Hein van Hout |
| 2026 | Image-Based EEG Representations for Convolutional Neural Networks: A Task-Dependent Analysis. | Izabela Rejer, Aleksandra Kawala-Sterniuk |
| 2026 | Epistemologically Guided LLM Reasoning for Differential Diagnosis. | Simone Rancati, Laura Bergomi, Enea Parimbelli, Giovanna Nicora, Riccardo Bellazzi |
| 2026 | RegionGate-CT: A Region-Gated Framework for Anatomy-Grounded CT Report Generation. | Md Mustafizur Rahman, Sana Alamgeer, Mylne C. Q. Farias |
| 2026 | Vision-Based Evaluation of Standardized Balance Tasks for Clinical and Remote Assessment. | Paravatham V. S. P. Raghavendra, Sayda Elmi, Charitha Chinnapapannagari, Morris Bell |
| 2026 | Inferring Chronic Treatment Onset from ePrescription Data: A Renewal Process Approach. | Pavlin G. Policar, Dalibor Stanimirovic, Blaz Zupan |
| 2026 | When More Data is Not Better: Physiological Drift Explains Transfer Learning Failure in Rare ICU Populations. | Michael Poette, Sandrine Mouysset, Daniel Ruiz, Jean-Marc Alliot, Fanny Vardon, Vincent Minville |
| 2026 | Multi-view Lumbar MRI for Therapy-Oriented Decision Support System in Low Back Pain. | Ruben Piperno, Luca Bacco, Giuseppe Francesco Papalia, Fabrizio Russo, Girolamo Maltese, Gianluca Vadal, Rocco Papalia, Leandro Pecchia, Mario Merone |
| 2026 | A Scoring Strategy to Assess AI Prediction Reliability: Validation and Impact on Medical Decision Making. | Lorenzo Peracchio, Laura Bergomi, Ana Isabel Herniz Ferrer, Chandra Bortolotto, Valentina Zuccaro, Francesco Salinaro, Lorenzo Preda, Riccardo Bellazzi, Giovanna Nicora |
| 2026 | Artificial Intelligence Based Classification of Oral Cancer and Pre-malignant Disorders from Electrical Impedance Spectroscopy. | Mary Paterson, Craig Murdoch, Dawn C. Walker, Helen Colley, Malwina Matella, Rachel Furmidge, Zi-Qiang Lang |
| 2026 | Establishing a Data-Driven Upper Bound for CAR-T Prognosis: Quantifying the Impact of Heuristic Discretization. | Francesco Olivato, Mirko Farina, Michele Malagola, Domenico Russo, Roberto Gatta |
| 2026 | Supporting Autonomy in Dementia Patients with a Cognitive Assistant. | Felix Ocker, Steffen Heinrich, Alexa von Bosse, Jrg Deigmller, Pavel Smirnov, Julian Eggert |
| 2026 | Bridging Innovation and Regulation: Ethical Governance of Medical AI in Low- and Middle-Income Countries. | Dalson Nyangoma, Gerald Mboowa |
| 2026 | Artificial Intelligence-Driven Wearable Technologies for Early Cardiovascular Disease Prediction: A Narrative Review. | Lariza Noleto, Amanda Guimares, Pedro Coelho, Diandra Noleto, Matheus Moraes, Marcos Nascimento |
| 2026 | Agentic AI for Automated Value-Set Construction in a Guideline Driven Clinical Knowledge Graph. | Elizabeth Nicholson, Orlando Buendia, Matthew Rallison, Catriona Baker, Jeff Lai, Ravi Bajracharya, Chris Wroe |
| 2026 | RareGraph-AgenticAI: A Multimodal Knowledge Graph and Multi-agent LLM Framework for Rare Disease Evaluation and Gene Prioritization. | Quan M. Nguyen, Kai Wang |
| 2026 | A Multimodal-Based Framework for Smart ECG Report Generation. | Hong Duc Nguyen, Duc Tri Phan, S. Supraja |
| 2026 | Gradient-Based Counterfactual Optimization for Kidney Transplant Allocation Using Gumbel-Softmax Relaxation. | Syed Asil Ali Naqvi, Karthik K. Tennankore, Amanda Vinson, George Worthen, Syed Sibte Raza Abidi |
| 2026 | Unsupervised Anomaly Detection of Acute Health Events in Older Adults Using Longitudinal Wearable Sensor Data. | Eldar Mukhtarov, Krzysztof Grudzien |
| 2026 | AI-Driven Literature Term Extraction for Optimizing Laboratory Data Capture and Prioritization. | Ada Muoz Monjas, David Rubio Ruiz, David Prez-Rey, Kinwei Arnold Chan, Matvey B. Palchuk |
| 2026 | Robustness of Transformer-Based Fluence Map Prediction Under Clinically Realistic Perturbations. | Ujunwa Mgboh, Rafi Ibn Sultan, Joshua Kim, Kundan Thind, Dongxiao Zhu |