Medical Imaging

Deep Learning Radiographic Assessment of Pulmonary Edema: Training with Serum Biomarkers MIDL 2022 DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022 Deep Probability Estimation ICML 2022 DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis COLING 2022 Denoising Autoencoders for Unsupervised Anomaly Detection in Brain MRI MIDL 2022 Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data MLHC 2022 Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation MIDL 2022 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 Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer MIDL 2022 DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022 Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NeurIPS 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 Early Diagnosis of Lyme Disease by Recognizing Erythema Migrans Skin Lesion from Images Utilizing Deep Learning Techniques IJCAI 2022 Efficient Classification of Very Large Images With Tiny Objects CVPR 2022 Efficient tool segmentation for endoscopic videos in the wild MIDL 2022 EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022 Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation AAAI 2022 Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation IJCAI 2022 ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NeurIPS 2022 ETHSeg: An Amodel Instance Segmentation Network and a Real-World Dataset for X-Ray Waste Inspection CVPR 2022 Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022 Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022 Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation MIDL 2022