| 2026 | Predicting Fibromyalgia Pain From Self-reported Health Data Using Time-Series and Deep Learning Models. | Delnia Alipour, Olga Perepelkina, Alessandro Vinciarelli, Tahir Janmohamed, Binh P. Nguyen, Simone Stumpf |
| 2026 | Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging. | Dashti A. Ali, Richard K. G. Do, William R. Jarnagin, Aras T. Asaad, Amber L. Simpson |
| 2026 | Detecting Silent Failures in Rare Tumor Segmentation: The Impact of Distributional Shift on Uncertainty-Aware Quality Assessment. | Paula Alfken, Jacqueline I. Bereska, Robert Hemke, Henk A. Marquering, Aneta Lisowska |
| 2026 | FedVendorBC: Accurate Multi-vendor Federated Learning for Privacy-Preserving and Generalizable Breast Cancer Diagnosis Using Ultrasound Images. | Faisal Ahmed, David Snchez, Zouhair Haddi, Josep Domingo-Ferrer |
| 2026 | Same Models, Better Results: Improving Multimodal LLMs' Accuracy in Identifying Myocardial Infarction from ECG Images. | Japp Adhikari, Keyuan Jiang, Hania Farhan, Gordon R. Bernard |
| 2026 | Evaluating SSL Representations, Temporal Modeling, and Fine-Tuning Strategies for Low-Resource Speech-Based TBI Detection. | Adebanji Adeleye, Olayinka Adeleye, Victor Mayowa |
| 2026 | Evaluating Tile-Level Feature Embeddings for Attention-Based MIL in Placental Histopathology. | Saleh Abou-Alwan, Afsoon Khodaee, Dina El Demellawy, Shannon Bainbridge, Adrian D. C. Chan |
| 2026 | Leadership, Cultural Intelligence, and AI-Assisted Governance: A Compliance Perspective on the Pharmaceutical and Medical Device Industries. | Ali Abou Abbas, Arwa Asiri |
| 2025 | Causal Brain Connectivity: Integrating Granger Directed Graphs in fMRI Analysis. | Tianyi Zhang, Keqi Han, Jiawei Nie, Chenyu You, Sanne J. H. van Rooij, Jennifer S. Stevens, Boadie Dunlop, Charles Gillespie, Carl Yang |
| 2025 | Brugada Syndrome Diagnosis Through Self-supervised Contrastive Learning. | Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Francesca Dalia Faraci |
| 2025 | An Acoustic Approach to Confirm Nasogastric Tube Placement. | Charleen Yeo, Vijay Kevin Solomon, Balamurali B. T., Saleem Ahmed, Chen Jer-Ming, Koura Aaryan Nath |
| 2025 | Reinforcement Learning on Dyads to Enhance Medication Adherence. | Ziping Xu, Hinal Jajal, Sung Won Choi, Inbal Nahum-Shani, Guy Shani, Alexandra M. Psihogios, Pei-Yao Hung, Susan A. Murphy |
| 2025 | Using Word Embeddings to Extract Semantic Relations from Biomedical Texts: Towards Literature-Based Discovery. | William Van Woensel, Sushumna S. Pradeep, Ali Daowd, Samina Abidi, Syed Sibte Raza Abidi |
| 2025 | Dynamic Dose Optimization Under Side Effect Constraints Using Counterfactual Outcome Prediction. | Philipp Wendland, Maik Kschischo |
| 2025 | Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach. | Xiaoyang Wang, Christopher C. Yang |
| 2025 | Augmentation-Free Contrastive Learning for EKG Classification. | Junheng Wang, Milos Hauskrecht |
| 2025 | Discovery of Logic-Probabilistic Rules from COVID-19 Vaccine Antibody Response in Older People: Results from the GeroCovid VAX Study. | Michela Vespa, Francesca Remelli, Elena Bellodi, Raffaele Antonelli Incalzi |
| 2025 | Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting. | Paulina Tworek, Maja Szczypka, Julia Kahan, Marek Mikolajczyk, Roman Lewandowski, Jos L. R. Sousa |
| 2025 | Reconstructing Cycle-to-Cycle ECG from Heart Sound. | Balamurali B. T., Prachee Priyadarshinee, Ivan Fu Xing Tan, Vern Hsen Tan, Siang Chew Chai, Colin Yeo, Jer-Ming Chen |
| 2025 | Deep Spatial Context: When Attention-Based Models Meet Spatial Regression (Digital Pathology). | Paulina Tomaszewska, Elzbieta Sienkiewicz, Mai P. Hoang, Przemyslaw Biecek |
| 2025 | Unsupervised Deep Embedded Clustering Reveals High-Risk Subgroups for Alzheimer's Disease. | Coco Victoria Tirambulo, Simona Merlini, Carlos Lizarraga-Celaya, Mithun Paul, Roberta Diaz Brinton, Francesca Vitali |
| 2025 | Data-Driven Causal Discovery: Insights from a Longitudinal Study with Wearable Data. | Radoslava Svihrov, Davide Marzorati, Alvise Dei Rossi, Tiziano Gerosa, Francesca Dalia Faraci |
| 2025 | Pseudo-CT Generation from Uncorrected PET Images Using Multiview Ensemble Conditional Diffusion Model for Attenuation Correction. | Alexandre St-Georges, A. Houle, Gabriel Richard, Maxime Toussaint, Etienne Auger, Christian Thibaudeau, tienne Croteau, Stephen C. Cunnane, Roger Lecomte, Jean-Baptiste Michaud |
| 2025 | Semi-simulated Data for Improving Fetal QRS Detection Using Deep Neural Networks. | Giulio Steyde, Alessandra Galli, Andrea Cardinali, Edoardo Spairani, Giovanni Magenes, Maria G. Signorini |
| 2025 | Evaluating the Reporting Quality of 21,041 Randomized Controlled Trial Articles with Large Language Models: A Large-Scale Transparency Analysis. | Apoorva Srinivasan, Sophia Kivelson, Nadine A. Friedrich, Jacob S. Berkowitz, Nicholas P. Tatonetti |