Vision Language Models for Medical Imaging

Objectives

• Understand vision language models and their medical applications

• Learn about model architectures for image-text data

• Explore fine-tuning techniques for medical imaging

Vision Language Models

Discussion

Medical Imaging Applications

Discussion

Fine-tuning and Evaluation

Discussion

Keypoints

• Vision language models combine image and text processing capabilities

• Applications include automated radiology report generation

• Fine-tuning on domain-specific data improves performance

• Saliency maps help interpret model decisions on medical images