Paper 1 Highlight: Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain Generalization Tap for authors, affiliations, and slot Paper 3 Topology-Aware Active Learning for Autonomous Curation of Anatomically Consistent Cardiac CT Datasets Tap for authors, affiliations, and slot Paper 4 Improving Generalization of Deep Learning for Brain Metastases Segmentation Across Institutions Tap for authors, affiliations, and slot Paper 5 CT-TATiTok: Ultra-Compact Tokenization for Efficient Text-Conditioned 3D CT Volume Generation Tap for authors, affiliations, and slot Paper 7 MeanFlow-Based Deterministic CT Image Denoising via Direct LDCT-to-NDCT Flow Trajectory Tap for authors, affiliations, and slot Paper 8 Highlight: Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond Tap for authors, affiliations, and slot Paper 9 Highlight: DINO Adapted to X-Ray (DAX) – Foundation Models for Intraoperative X-Ray Imaging Tap for authors, affiliations, and slot Paper 12 Zero-Shot Out-of-Distribution Detection in Medical Vision–Language Models via Negative Prompting Tap for authors, affiliations, and slot Paper 13 Towards Medical Image Synthesis of Fractured Pelvic CT Scans Using Multi-Channel Segmentation Mask Guidance Tap for authors, affiliations, and slot Paper 16 Does Safety Scale with Accuracy? Stress-Testing Clinical LLMs in Radiology Tap for authors, affiliations, and slot Paper 17 Equiangular Tight Frame Classifiers with Medical Imaging Encoders – From Simplex ETFs to Adaptive Curvature Heads Tap for authors, affiliations, and slot Paper 21 Highlight: Multispectral 7 Tesla MRI as a potential predictor of dopamine transporter deficiency in Parkinson’s Disease Tap for authors, affiliations, and slot Paper 23 Highlight: Controlling sharpness, SNR, and specific absorption rate for 3D fast-spin echo at 7T by end-to-end learning Tap for authors, affiliations, and slot Paper 26 Highlight: Unbalanced optimal transport for robust longitudinal lesion evolution with registration-aware and appearance-guided priors Tap for authors, affiliations, and slot Paper 28 OmniChest-VLM: Joint CT and Chest X-Ray Report Generation via DRR-Based Pairing Tap for authors, affiliations, and slot Paper 30 CausalGaze: Simulating Radiologist Gaze Trajectories via Causal Flow Adapters for Interpretable Medical VQA Tap for authors, affiliations, and slot Paper 31 The Signal Is Still There: Why Private Chest X-Ray Models Forget How to Use It? Tap for authors, affiliations, and slot Paper 34 Highlight: fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting Tap for authors, affiliations, and slot Paper 35 Persona Prompts Shape Image Evaluation in Vision Language Models with Implications for Multi Agent Systems in Medical Diagnostics Tap for authors, affiliations, and slot Paper 39 Dynamic Functional Connectivity with LASSO-MLP Classification Predicts TNF-α Inhibitor Response from Pre-Treatment fMRI in Rheumatoid Arthritis Tap for authors, affiliations, and slot Paper 40 Impact of Spectral Data from Photon-Counting CT on Automatic Organ Delineation Tap for authors, affiliations, and slot Paper 42 Highlight: Prediction, syntax and semantic grounding in the brain and large language models Tap for authors, affiliations, and slot Paper 44 Towards Brain-Aligned Language Models for Non-Invasive Brain-Computer Interfaces (BCIs) Tap for authors, affiliations, and slot Paper 50 Evaluation of Medical Vision-Language Models for Automated Thoracic CT Report Generation on a German Clinical Dataset Tap for authors, affiliations, and slot Paper 51 BayernKI: HPC Infrastructures for AI Research In Bavaria Tap for authors, affiliations, and slot Paper 54 Risk prediction of melanoma relapse using a multi-modal data classification algorithm that utilises routine clinical parameters and standard H&E histology of primary melanoma Tap for authors, affiliations, and slot Paper 55 Cited But Not Read: Teaching Radiology AI to Actually Use the Evidence It Shows You Tap for authors, affiliations, and slot Paper 56 Automatic Balloon Marker Detection in Angiography Data Tap for authors, affiliations, and slot Paper 57 Self-Supervised Deep Learning Reconstruction for Qualitative Radial DCE-MRI Tap for authors, affiliations, and slot Paper 58 Effect of Label Representation on Deep Learning–based Pelvic Fracture Detection and Analysis in CT Tap for authors, affiliations, and slot Paper 69 A Novel Framework for Colorectal Cancer Diagonsis based on Large Model and Graph Neural Networks Tap for authors, affiliations, and slot Paper 71 Highlight: Hybrid Vessel Wall Segmentation for Assisted Annotation in CT Angiography Tap for authors, affiliations, and slot Paper 72 FLabBench: A Large-Scale Benchmark Evaluating the Impact of Cohort Characteristics on Predictive Model Performance Across Over 4,000 Clinical Cohorts Tap for authors, affiliations, and slot Paper 74 Quantitative Photon-Counting CT Thermometry for Thermal Liver Ablation: Phantom-to-Tissue Validation and Artifact Sensitivity Tap for authors, affiliations, and slot Paper 77 Fine-Tuning More Is Not Always Better: A Large-Scale Label-Budget Study of Chest Radiograph Model Adaptation Tap for authors, affiliations, and slot Paper 85 Robust Deep Learning for Alzheimer’s MRI Classification in Heterogeneous ADNI Acquisitions Tap for authors, affiliations, and slot Paper 90 Geometric Accuracy of Distortion-Corrected EPI-DWI for Radiotherapy of Brain Tumors and Metastasis Tap for authors, affiliations, and slot Paper 91 Cross-modality numerical inner ear phantom: CT-derived anatomy, agent-curated tissue parameters and MRI forward modeling in Python Tap for authors, affiliations, and slot Paper 92 Automated Identification and Segmentation of Active Brain Metastases: Impact of Text Prompt Information Density on Segmentation Accuracy Tap for authors, affiliations, and slot Paper 93 Identifying Multimodal Digital Relatives in Head and Neck Cancer Tap for authors, affiliations, and slot Paper 99 LLM-based Communication Training in Medical Education: Lessons Learned from Building and Sustaining Empalli Tap for authors, affiliations, and slot Paper 103 CT Slice Generation using Tiny Recursive Model Tap for authors, affiliations, and slot Paper 104 From Perfusion to Geometry: Multispectral Depth Estimation in Laparoscopic Video Tap for authors, affiliations, and slot Paper 6 Assessment of Liver Fat Fraction in Obese Patients Before and After Treatment Using AI-Driven Liver Segmentation Tap for authors, affiliations, and slot Paper 18 Dental MRI-CT Segmentation via Modality-Invariant Shape Priors Tap for authors, affiliations, and slot Paper 24 Automatic Segmentation Of Cortical Superficial Siderosis: A Proof Of Concept Tap for authors, affiliations, and slot Paper 25 Highlight: Comparing Deep Learning Stroke Segmentation in NCCT, CTA, and CTP: Accuracy, Domain Transfer, and Temporal Sampling Effect Tap for authors, affiliations, and slot Paper 43 Semantic‑Conditioned 3D Grounding DINO for Organ Localization in Abdominal CT Tap for authors, affiliations, and slot Paper 73 Combined Standardized and 3D-printed Anthropomorphic Phantom-Based Image Quality Assessment of Photon-Counting CT versus Energy-Integrating CT for Pediatric Abdominal Imaging Tap for authors, affiliations, and slot Paper 78 Localizer-Guided Mask Augmentation for Posterior Communicating Artery Aneurysm Detection in Multi-Modal Brain Imaging Tap for authors, affiliations, and slot Paper 89 Fast Clinical Translation of MRI contrast-preparation and NN-processing Tap for authors, affiliations, and slot Paper 96 Tiny Recursive Model-Based Concept Discovery for Interpretable Skin Lesion Classification Tap for authors, affiliations, and slot Paper 101 AI-Driven Patient-Specific 3D Modeling for Peri-operative Support in Spinal Neurostimulation Tap for authors, affiliations, and slot Paper 11 Impact of Pretraining Scope on Transformer-Based Detectors for Parasite Detection in Unstained Microscopy Tap for authors, affiliations, and slot Paper 15 Highlight: SwitchTFI: identifying transcription factors driving cell differentiation Tap for authors, affiliations, and slot Paper 37 Toward Autonomous MRI Planning Workflows: An Agentic System for Providing Decision-Critical Patient Information Tap for authors, affiliations, and slot Paper 59 Adapting AI to Radiologist Scoring Culture: A Regression-Based Approach to Breast Density Harmonization Tap for authors, affiliations, and slot Paper 60 Mapping the Brain One Voxel at a Time: A Quantitative MR Biosignature for Tissue Characterization Tap for authors, affiliations, and slot Paper 68 MIRAGE: Microbleed Identification via Randomisation for Accurate Generalisation across Examinations Tap for authors, affiliations, and slot Paper 79 An Educational Virtual Tumour Board Simulation Using Extended Reality and Large Language Models Tap for authors, affiliations, and slot Paper 86 Synthetic Oxygen Metabolism Mapping for Clinical MRI Tap for authors, affiliations, and slot Paper 65 High Acceptance of AI-Supported Voices in Speech Therapy: Potential for Relief and Support Tap for authors, affiliations, and slot Paper 76 Benchmarking CNN-based Models against Transformer-based Models for Abdominal Multi-Organ Segmentation on the RATIC Dataset Tap for authors, affiliations, and slot Paper 14 Two-View Topogram-Based Anatomy-Guided CT Reconstruction for Prospective Risk Minimization Tap for authors, affiliations, and slot Paper 27 SignifiKANTE: Efficient P-value computation for gene regulatory networks Tap for authors, affiliations, and slot