Medical Imaging

TSMCR: Two-stage Supervised Multi-modality Contrastive Representation for Ultrasound-based Breast Cancer Diagnosis ACML 2024 TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease CVPR 2024 Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024 Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions MIDL 2024 UnCLe SAM: Unleashing SAM’s Potential for Continual Prostate MRI Segmentation MIDL 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024 Unified Medical Image Pre-training in Language-Guided Common Semantic Space ECCV 2024 Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NeurIPS 2024 Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health IJCAI 2024 Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images ICML 2024 Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation NeurIPS 2024 VariViT: A Vision Transformer for Variable Image Sizes MIDL 2024 Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis 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 XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays MLHC 2024 XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024 ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting CVPR 2024 Zero-Shot Medical Image Segmentation Based on Sparse Prompt Using Finetuned SAM MIDL 2024 AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NeurIPS 2023 ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging ICML 2023 ACL-Net: Semi-supervised Polyp Segmentation via Affinity Contrastive Learning AAAI 2023 A Conditional Normalizing Flow for Accelerated Multi-Coil MR Imaging ICML 2023 AE-FLOW: Autoencoders with Normalizing Flows for Medical Images Anomaly Detection ICLR 2023