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medical imaging

960 papers

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Also known as

MRI

Co-occurring keywords

semantic segmentation (3179) image segmentation (962) multimodal learning (4622) self-supervised learning (3751) domain adaptation (4578) convolutional neural network (4216) chest x-ray (110) deep learning (2111) contrastive learning (3979) vision-language model (2235)

Papers

Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024
Controllable Text-to-Image Synthesis for Multi-Modality MR Images WACV 2024
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024
An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment AAAI 2024
From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ACL 2024
UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024
Automatic Radiology Reports Generation via Memory Alignment Network AAAI 2024
Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction AAAI 2024
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting EMNLP 2024
Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration AAAI 2024
Implicit Modeling of Non-rigid Objects with Cross-Category Signals AAAI 2024
Redefining the Laparoscopic Spatial Sense: AI-Based Intra- and Postoperative Measurement from Stereoimages AAAI 2024
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images AAAI 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification CVPR 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
Unscrambling disease progression at scale: fast inference of event permutations with optimal transport NIPS 2024
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NIPS 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification NIPS 2024
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NIPS 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024