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Medical Imaging

989 directly classified papers

Papers per year

Papers

X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025
RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025
SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality ICCV 2025
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025
KHU_LDI at BioLaySumm2025: Fine-tuning and Refinement for Lay Radiology Report Generation ACL 2025
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine EMNLP 2025
Automated Structured Radiology Report Generation ACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AAAI 2025
ProGait: A Multi-Purpose Video Dataset and Benchmark for Transfemoral Prosthesis Users ICCV 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ACL 2025
MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior ICCV 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025
DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image CVPR 2025
GMMamba: Group Masking Mamba for Whole Slide Image Classification ICCV 2025
DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting NAACL 2025
MRGen: Segmentation Data Engine For Underrepresented MRI Modalities ICCV 2025
Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation ICCV 2025
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025