Uncover This Tech Term: Large Vision-Language Models in Radiology

Abstract

WHAT ARE LVLMs?Large multimodal models are typically transformer-based foundational models that can process and generate multiple types of data (modalities), including text, images, audio, and video [1,2].Large vision-language models (LVLMs) are a subset of large multimodal models that specifically focus on aligning and integrating visual and linguistic representations.Traditional artificial intelligence (AI) systems are trained to perform well-defined narrow tasks and have limited adaptability.By contrast, LVLMs generalize across diverse tasks and support flexible downstream applications without requiring task-specific retraining.

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