Medical Imaging

Unveiling Differences: A Vision Encoder-Decoder Model for Difference Medical Visual Question Answering MIDL 2025 VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis CVPR 2025 Vector Representations of Vessel Trees MIDL 2025 ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis ICCV 2025 Visual Prompt Engineering for Vision Language Models in Radiology MIDL 2025 VOILA: Complexity-Aware Universal Segmentation of CT Images by Voxel Interacting with Language AAAI 2025 Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025 WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation ICCV 2025 WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation NAACL 2025 Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ACL 2025 X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA EMNLP 2025 Zero-shot capability of 2D SAM-family models for bone segmentation in CT scans MIDL 2025 Accurate Spatial Gene Expression Prediction by Integrating Multi-Resolution Features CVPR 2024 A Comprehensive Benchmark of Supervised and Self-supervised Pre-training on Multi-view Chest X-ray Classification MIDL 2024 Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure MIDL 2024 Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction ICML 2024 Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NeurIPS 2024 A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification IJCAI 2024 AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation WACV 2024 AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval CVPR 2024 A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health AAAI 2024 A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024 An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment AAAI 2024 An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning ICML 2024 Anomaly-focused Single Image Super-resolution with Artifact Removal for Chest X-rays using Distribution-aware Diffusion Model MIDL 2024