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Author

Hao-Chih Lee

2 papers indexed here

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Review Open access Nov 2026

Unimodal imaging foundation models and vision-language models in MRI: A systematic review of emerging methods and clinical applications.

Artificial intelligence in medical imaging is shifting from task-specific algorithms toward adaptable foundation models (FMs) and vision-language models (VLMs). However, applying these models to MRI remains challenging because clinical interpretation requires integrating multi-parametric, volumetric imaging across mult...

Mickael Tordjman, Alexander Dimitrakakis, Murat Yuce et al. · 0 citations
Review Oct 2026

AI and Deep Learning in Cardiovascular Imaging: From Risk Stratification to Precision Phenotyping.

Cardiovascular imaging plays a central role in the diagnosis, risk stratification, and management of cardiovascular disease, yet the complexity and volume of imaging data increasingly exceed the capacity of conventional interpretation. Artificial intelligence (AI) and deep learning offer new tools to extract quantitati...

K. Diao, Jia-Hua Lu, Alexander Dimitrakakis et al. · 0 citations

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