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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

Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations WACV 2022
Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis WACV 2022
That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022
Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers AAAI 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022
I2CNet: An Intra- and Inter-Class Context Information Fusion Network for Blastocyst Segmentation IJCAI 2022
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation IJCAI 2022
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology NIPS 2022
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice NIPS 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022
TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling MIDL 2022
Clinical-BERT: Vision-Language Pre-training for Radiograph Diagnosis and Reports Generation AAAI 2022
AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation IJCAI 2022
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022
Deep Decomposition for Stochastic Normal-Abnormal Transport CVPR 2022
Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data MIDL 2022
Regularizing Brain Age Prediction via Gated Knowledge Distillation MIDL 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ICML 2022
Cross-modal Contrastive Attention Model for Medical Report Generation COLING 2022