Medical Imaging

Unified Medical Image Pre-training in Language-Guided Common Semantic Space ECCV 2024 Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding CVPR 2024 Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training ICML 2024 Unsupervised Deep Learning Method for Bias Correction MIDL 2024 Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024 Unsupervised Domain Adaptation of MRI Skull-Stripping Trained on Adult Data to Newborns WACV 2024 Unsupervised Exemplar-Based Image-to-Image Translation and Cascaded Vision Transformers for Tagged and Untagged Cardiac Cine MRI Registration WACV 2024 Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation NeurIPS 2024 URHand: Universal Relightable Hands CVPR 2024 Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation CVPR 2024 Video Polyp Segmentation using Implicit Networks MIDL 2024 ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024 Virtual Immunohistochemistry Staining for Histological Images Assisted by Weakly-supervised Learning CVPR 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 VoxMed: one-step respiratory disease classifier using digital stethoscope sounds Interspeech 2024 VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024 WaveFace: Authentic Face Restoration with Efficient Frequency Recovery CVPR 2024 WaveMo: Learning Wavefront Modulations to See Through Scattering CVPR 2024 Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images ICLR 2024 WSRFNet: Wavelet-Based Scale-Specific Recurrent Feedback Network for Diabetic Retinopathy Lesion Segmentation IJCAI 2024 xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NeurIPS 2024 ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting CVPR 2024 3D Medical Axial Transformer: A Lightweight Transformer Model for 3D Brain Tumor Segmentation MIDL 2023 AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NeurIPS 2023 A case for reframing automated medical image classification as segmentation NeurIPS 2023