radiology report

Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models CVPR 2024 Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees NeurIPS 2024 Enhancing Image-to-Text Generation in Radiology Reports through Cross-modal Multi-Task Learning COLING 2024 Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024 FineRadScore: A Radiology Report Line-by-Line Evaluation Technique Generating Corrections with Severity Scores MLHC 2024 G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NeurIPS 2024 GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024 Image-aware Evaluation of Generated Medical Reports NeurIPS 2024 Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports ACL 2024 Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024 Unraveling Clinical Insights: A Lightweight and Interpretable Approach for Multimodal and Multilingual Knowledge Integration COLING 2024 XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models ACL 2024 An end-to-end neural model based on cliques and scopes for frame extraction in long breast radiology reports ACL 2023 Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts ACL 2023 Data Augmentation for Radiology Report Simplification EACL 2023 e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation ACL 2023 ELiRF-VRAIN at BioNLP Task 1B: Radiology Report Summarization ACL 2023 Exploring the Boundaries of GPT-4 in Radiology EMNLP 2023 Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023 KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023 Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023 Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation MIDL 2023 nav-nlp at RadSum23: Abstractive Summarization of Radiology Reports using BART Finetuning ACL 2023