medical imaging

DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022 Disentangling Disease-related Representation from Obscure for Disease Prediction ICML 2022 Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ICML 2022 Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022 EchoGen: Generating Conclusions from Echocardiogram Notes ACL 2022 Efficient Classification of Very Large Images With Tiny Objects CVPR 2022 EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022 ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NeurIPS 2022 Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022 Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection MLHC 2022 Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation EMNLP 2022 Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022 Generating 3D Bio-Printable Patches Using Wound Segmentation and Reconstruction To Treat Diabetic Foot Ulcers CVPR 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022 Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022 I2CNet: An Intra- and Inter-Class Context Information Fusion Network for Blastocyst Segmentation IJCAI 2022 Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging ICML 2022 ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging CVPR 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022 Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022 Inferring Multiple Tissue Properties from Magnetic Resonance Fingerprinting Images AAAI 2022 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022 Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022