3D Modality-Aware Pre-training for Vision-Language Model in MRI Multi-organ Abnormality Detection

Haowen Zhu, Ning Yin, Xiaogen Zhou

Vision-language models (VLMs) show strong potential for complex diagnostic tasks in medical imaging. However, applying VLMs to multi-organ medical imaging introduces two principal…