Medical Imaging

Decomposing Disease Descriptions for Enhanced Pathology Detection: A Multi-Aspect Vision-Language Pre-training Framework CVPR 2024 DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data AISTATS 2024 Dense Self-Supervised Learning for Medical Image Segmentation MIDL 2024 Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024 DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction NeurIPS 2024 Distance-Aware Non-IID Federated Learning for Generalization and Personalization in Medical Imaging Segmentation MIDL 2024 Diversified and Personalized Multi-rater Medical Image Segmentation CVPR 2024 Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning EMNLP 2024 DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection AAAI 2024 DR10K: Transfer Learning Using Weak Labels for Grading Diabetic Retinopathy on DR10K Dataset WACV 2024 DREAM: Visual Decoding From Reversing Human Visual System WACV 2024 Dual Domain Diffusion Guidance for 3D CBCT Metal Artifact Reduction WACV 2024 Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NeurIPS 2024 Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024 Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification CVPR 2024 Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation CVPR 2024 Efficient Anatomy Segmentation in Laparoscopic Surgery using Multi-Teacher Knowledge Distillation MIDL 2024 Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images MIDL 2024 EnColor: Improving Visual Accessibility with a Deep Encoder-Decoder Image Corrector for Color Vision Deficient Individuals AAAI 2024 Enhancing Cross-Subject fMRI-to-Video Decoding with Global-Local Functional Alignment ECCV 2024 Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images AAAI 2024 Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models MIDL 2024 Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation ECCV 2024 FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data WACV 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024