Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation

Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation

21 July 2024

Papers citing "Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation"

8 / 8 papers shown

Title
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction Kyoyun Choi Byungmu Yoon Soobum Kim Jonggwon Park 31 0 0 10 Apr 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 151 191 0 10 Jan 2025
LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation Steven Song Anirudh Subramanyam Irene Madejski Robert L. Grossman MedIm VLM 98 0 0 25 Nov 2024
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications Monica Riedler Stefan Langer VLM 28 12 0 29 Oct 2024
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance Liwen Sun Abhineet Agarwal Aaron E. Kornblith Bin-Xia Yu Chenyan Xiong 45 4 0 21 Feb 2024
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations Ankit Pal Malaikannan Sankarasubbu LM&MA 43 34 0 10 Feb 2024
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards Jean-Benoit Delbrouck Pierre J. Chambon Christian Blüthgen E. Tsai Omar Almusa C. Langlotz MedIm 46 73 0 21 Oct 2022
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 146 152 0 20 Oct 2020