Multimodal RAG using text and visual data

• Datum: 2025
• Hauptverfasser: Shevchenko, M.H., Androshchuk, M.V.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2025
• Schlagworte: Retrieval-Augmented Generation; multimodality; medical imaging; report generation; deep learning; large language models; UDC 004.8
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/859
• Назва журналу: Problems in programming

This paper presents the development and investigation of a multimodal Retrieval-Augmented Generation system designed for the analysis and interpretation of medical images. The research focuses on chest X-ray images and their corresponding radiology reports. The primary goal was to create a system ca...