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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

Attend Who Is Weak: Pruning-Assisted Medical Image Localization Under Sophisticated and Implicit Imbalances WACV 2023
Improving Representation Learning for Histopathologic Images with Cluster Constraints ICCV 2023
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans ICCV 2023
Human-Centred Multimodal Deep Learning Models for Chest X-Ray Diagnosis IJCAI 2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations MLHC 2023
Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision MLHC 2023
TIER: Text-Image Entropy Regularization for Medical CLIP-style models MLHC 2023
A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging MLHC 2023
EASL: A Framework for Designing, Implementing, and Evaluating ML Solutions in Clinical Healthcare Settings MLHC 2023
3D Medical Axial Transformer: A Lightweight Transformer Model for 3D Brain Tumor Segmentation MIDL 2023
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation MIDL 2023
OFDVDnet: A Sensor Fusion Approach for Video Denoising in Fluorescence-Guided Surgery MIDL 2023
Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation MIDL 2023
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model MIDL 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis MIDL 2023
Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images MIDL 2023
Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022
Improving information fusion on multimodal clinical data in classification settings EMNLP 2022
Progressive Minimal Path Method With Embedded CNN CVPR 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer From USG Images With Curriculum Learning CVPR 2022
ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging CVPR 2022
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022
Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation EMNLP 2022
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022