Cell Reports Medicine· Mickael Tordjman, Alexander Dimitrakakis, Murat Yuce, Mira M. Liu, Anis Meribout, Zelong Liu, Hamza Ahmed, Ian Bolger, Philip M. Robson, Alexis Colvin, Mingqian Huang, Charbel Ishak, Chaojun Zhang, Carolyn Horst, Haidara Almansour, Amish Doshi, Giuseppe Petralia, Bachir Taouli, Timothy Deyer, Zahi A. Fayad, Hao-Chih Lee, Xueyan Mei·· 18 小时前AI 评分35
MRI 单模态影像基础模型与视觉语言模型：新兴方法与临床应用系统综述
Unimodal imaging foundation models and vision-language models in MRI: A systematic review of emerging methods and clinical applications
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Tordjman 等系统综述了 35 项 MRI 基础模型与视觉语言模型研究，涵盖诊断、分割、自动报告生成与结局预测等应用。作者指出方法学异质性大、配对图文数据集稀缺，是这类模型广泛临床转化的主要障碍。
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来源：Cell Reports Medicine · cell.com