Medical Imaging

Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers AAAI 2022 DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022 Deep Movement Primitives: Toward Breast Cancer Examination Robot AAAI 2022 DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis COLING 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization ACL 2022 Disentangling Disease-related Representation from Obscure for Disease Prediction ICML 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 EchoGen: Generating Conclusions from Echocardiogram Notes ACL 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 Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 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 Graph Enhanced Contrastive Learning for Radiology Findings Summarization ACL 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 ICGNet: Integration Context-based Reverse-Contour Guidance Network for Polyp Segmentation IJCAI 2022 Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation NAACL 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