medical imaging

Sparse Multi-Modal Graph Transformer With Shared-Context Processing for Representation Learning of Giga-Pixel Images CVPR 2023 Spatially Covariant Lesion Segmentation IJCAI 2023 Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning NeurIPS 2023 SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection CVPR 2023 SR-AnoGAN: You Never Detect Alone. Super Resolution in Anomaly Detection (Student Abstract) AAAI 2023 Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes MIDL 2023 Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting EMNLP 2023 Super-efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-supervised Learning AAAI 2023 Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation ICCV 2023 Text Promptable Surgical Instrument Segmentation with Vision-Language Models NeurIPS 2023 The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification NeurIPS 2023 TIER: Text-Image Entropy Regularization for Medical CLIP-style models MLHC 2023 Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities ACL 2023 Towards Saner Deep Image Registration ICCV 2023 Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision CVPR 2023 Towards Unifying Medical Vision-and-Language Pre-Training via Soft Prompts ICCV 2023 Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers ICCV 2023 Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation ICCV 2023 Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images MIDL 2023 ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data ICCV 2023 Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime MIDL 2023 Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images CVPR 2023 WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes NeurIPS 2023 Weakly supervised glottis segmentation in high-speed videoendoscopy using bounding box labels Interspeech 2023 Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint AAAI 2023