Medical Imaging

Overview of the RadSum23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization ACL 2023 Provable Multi-instance Deep AUC Maximization with Stochastic Pooling ICML 2023 Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation CVPR 2023 RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models ACL 2023 RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning EMNLP 2023 ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction NeurIPS 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023 Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation AAAI 2023 SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation CVPR 2023 Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis AAAI 2023 Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks AAAI 2023 Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning NeurIPS 2023 Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting EMNLP 2023 TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation CVPR 2023 Text Promptable Surgical Instrument Segmentation with Vision-Language Models NeurIPS 2023 Topology-Guided Multi-Class Cell Context Generation for Digital Pathology CVPR 2023 Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities ACL 2023 Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection AAAI 2023 Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision CVPR 2023 Towards Ultrasound Tongue Image prediction from EEG during speech production Interspeech 2023 UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023 Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction NeurIPS 2023 UTSA-NLP at RadSum23: Multi-modal Retrieval-Based Chest X-Ray Report Summarization ACL 2023 Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model CVPR 2023 Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint AAAI 2023