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Updated: Jan 6, 2026

Use of Ultra-high Field MRI in Small Rodent Models of Polycystic Kidney Disease for In Vivo Phenotyping and Drug Monitoring
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使用病理学基础模型的多实例学习有效预测病诊断和临床分类.

Yu Kurata1, Imari Mimura2,3, Satoshi Kodera4

  • 1Division of Nephrology and Endocrinology, The University of Tokyo Graduate School of Medicine, 7-3-1 Hongo Bunkyo-ku, Tokyo, 113-8655, Japan.

Scientific reports
|October 9, 2025
PubMed
概括

病理学基础模型与多重实例学习 (MIL) 结合,显示出优越的病诊断性能. 这些模型准确地识别了相关结构,并在内部和外部验证研究中优于传统方法.

关键词:
人工智能的人工智能是人工智能.基金会模型 基金会模型多个实例的学习是多个实例的学习.脏病理学 脏病理学

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