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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

Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NIPS 2023
MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network AAAI 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering AAAI 2023
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification AAAI 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning EMNLP 2023
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting EMNLP 2023
Best of Both Worlds: Multimodal Contrastive Learning With Tabular and Imaging Data CVPR 2023
MAESTER: Masked Autoencoder Guided Segmentation at Pixel Resolution for Accurate, Self-Supervised Subcellular Structure Recognition CVPR 2023
METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens CVPR 2023
KiUT: Knowledge-Injected U-Transformer for Radiology Report Generation CVPR 2023
DualRel: Semi-Supervised Mitochondria Segmentation From a Prototype Perspective CVPR 2023
Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation CVPR 2023
Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction CVPR 2023
OReX: Object Reconstruction From Planar Cross-Sections Using Neural Fields CVPR 2023
Interactive and Explainable Region-Guided Radiology Report Generation CVPR 2023
Fix-A-Step: Semi-supervised Learning From Uncurated Unlabeled Data AISTATS 2023
DBCE: A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations WACV 2023
Expert-Defined Keywords Improve Interpretability of Retinal Image Captioning WACV 2023
XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images ICCV 2023
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis ICCV 2023
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models ICCV 2023
Multi-Level Confidence Learning for Trustworthy Multimodal Classification AAAI 2023