| 2025 | GroundingDINO for Open-Set Lesion Detection in Medical Imaging. | Samuel J. Roughley, Johanna P. Mller, Shangqi Gao, Zeyu Gao, Marta Ligero, Rudolfs Blums, Mireia Crispin-Ortuzar, Julia A. Schnabel, Bernhard Kainz, Cosmin I. Bercea, Ins Prata Machado |
| 2025 | Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases. | Pooneh Roshanitabrizi, Pengfei Guo, Artur Arturi Aharonyan, Kelsey Brown, Taylor Gloria Broudy, Abhijeet Parida, Austin Tapp, Zhifan Jiang, Alison Tompsett, Joselyn Rwebembera, Emmy Okello, Andrea Z. Beaton, Holger R. Roth, Daguang Xu, Syed Muhammad Anwar, Craig A. Sable, Marius George Linguraru |
| 2025 | Automatic Dataset Shift Identification to Support Safe Deployment of Medical Imaging AI. | Mlanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker |
| 2025 | Beyond Shadows: Learning Physics-Inspired Ultrasound Confidence Maps from Sparse Annotations. | Matteo Ronchetti, Rdiger Gbl, Vahit Bugra Yesilkaynak, Oliver Zettinig, Nassir Navab |
| 2025 | Evaluation of Monte Carlo Dropout for Uncertainty Quantification in Multi-task Deep Learning-Based Glioma Subtyping. | Gonzalo Esteban Mosquera Rojas, Sebastian R. van der Voort, Carolin M. Pirkl, Sandeep Kaushik, Marion Smits, Stefan Klein |
| 2025 | Input Simplification Impact on Robustness for Targeted Therapy Subtypes in Breast MRI Segmentation AI. | Alba Bernal Rodriguez, Beatriz Remeserio, Justin Engelmann, Lucas Gago, Jacinto Velasco Rebolledo |
| 2025 | SAMSA: Segment Anything Model Enhanced with Spectral Angles for Hyperspectral Interactive Medical Image Segmentation. | Alfie Roddan, Tobias Czempiel, Chi Xu, Daniel S. Elson, Stamatia Giannarou |
| 2025 | Unstable Prompts, Unreliable Segmentations: A Challenge for Longitudinal Lesion Analysis. | Niels Rocholl, Ewoud J. Smit, Mathias Prokop, Alessa Hering |
| 2025 | World Model for AI Autonomous Navigation in Mechanical Thrombectomy. | Harry Robertshaw, Han-Ru Wu, Alejandro Granados, Thomas C. Booth |
| 2025 | Clinically-Informed Preprocessing Improves Stroke Segmentation in Low-Resource Settings. | Juampablo Heras Rivera, Hitender K. Oswal, Tianyi Ren, Yutong Pan, William Henry, Caitlin M. Neher, Mehmet Kurt |
| 2025 | Deep Learning Framework for Managing Inter-reader Variability in Background Parenchymal Enhancement Classification for Contrast-Enhanced Mammography. | Elodie Ripaud, Clment Jailin, Pablo Milioni de Carvalho, Laurence Vancamberg, Isabelle Bloch |
| 2025 | Multi-Rater Calibration Error Estimation. | Meritxell Riera-Marin, Javier Garca Lpez, Jlia Rodrguez-Comas, Miguel ngel Gonzlez Ballester, Adrian Galdran |
| 2025 | LLM-Powered Cross-Modal Alignment for Explainable Seizure Detection from EEG. | Maryam Riazi, Deeksha M. Shama, Archana Venkataraman |
| 2025 | Robust Glioblastoma Segmentation Across Multi-modal MRI: A Study on BraTS 2025 Challenge, Task 5 (Sub-Saharan Africa). | Abbas Mohamed Rezk, Abdulkhalek Al-Fakih, Abdullah Shazly, Kanghyun Ryu, Mohammed A. Al-masni |
| 2025 | GRM Framework. | Saeid Rezaei |
| 2025 | Robust Federated Anomaly Detection Using Dual-Signal Autoencoders: Application to Kidney Stone Identification in Ureteroscopy. | Ivn Reyes-Amezcua, Francisco Javier Lpez-Tiro, Clment Larose, Christian Daul, Andres Mendez-Vazquez, Gilberto Ochoa-Ruiz |
| 2025 | On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI. | David S. Restrepo, Sofia Ira Ktena, Maria Vakalopoulou, Stergios Christodoulidis, Enzo Ferrante |
| 2025 | OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-Aware Optimal Transport. | Qin Ren, Yifan Wang, Ruogu Fang, Haibin Ling, Chenyu You |
| 2025 | Top-Down Attention-Based Multiple Instance Learning for Whole Slide Image Analysis. | Daniel Reisenbchler, Ruining Deng, Christian Matek, Friedrich Feuerhake, Dorit Merhof |
| 2025 | MedXpert-CAD: A Multimodal Multi-agentic System for Clinical Imaging Analysis via Model Context Protocol LLM-Driven Agentic Workflows. | Mukhlis Raza, Saied Salem, Afnan Habib, Osamah Abdulmahmod, Hyunwook Kwon, Jamil Hussain, Mugahed A. Al-antari |
| 2025 | Early CHD Detection from Retinal Fundus Scans Using a Spatial Context-Aware Hierarchical Attention Framework. | Sparsh Rastogi, Khushboo Modi, Sahil Thakur, Vinay Arora |
| 2025 | LightDenoise-HL: A Compact Attention-Based Denoising Framework with Dual-Frequency Filtering for Endoscopic Imaging. | Mohamed Jismy Aashik Rasool, Shabir Ahmad, M. J. Akeel Ahamed, Taeg Keun Whangbo |
| 2025 | Causal Representation Learning with Observational Grouping for CXR Classification. | Rajat Rasal, Avinash Kori, Ben Glocker |
| 2025 | VT-SNN: Variable Time-Step Spiking Neural Network Based on Uncertainty Measure and Its Application in Brain Disease Diagnosis. | Haonan Rao, Shaolong Wei, Shu Jiang, Mingliang Wang, Weiping Ding, Jiashuang Huang |
| 2025 | Spatial Prior-Guided Boundary and Region-Aware 2D Lesion Segmentation in Neonatal Hypoxic Ischemic Encephalopathy. | Amog Rao, Ananya Shukla, Jia Bhargava, Yangming Ou, Rina Bao |