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Updated: Jun 29, 2026

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利用文本解剖学知识来实现类不平衡的半监督多器官细分

Yuliang Gu, Weilun Tsao, Yepeng Liu

    IEEE transactions on medical imaging
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    PubMed
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    本研究引入了一种新的方法,使用多模态大语言模型 (MLLM) 来提取半监督的多器官细分的解剖学先验,通过利用文本见解来提高器官本地化和形状可信度,显著提高准确性.

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    相关概念视频

    Classification of Bones01:18

    Classification of Bones

    The bones of the human skeletal system are of varied shapes, sizes, and functions. They can be classified based on their shape and function into four major classes: long bones, short bones, flat bones, and irregular bones. Some classifications include a fifth type, the sesamoid bones, as a separate class, whereas others categorize them under short bones.
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    The appendicular skeleton, particularly the upper and lower limbs, is primarily made of long and short bones. The long...