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