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Updated: Jul 20, 2025

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
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医学成像中的人工智能交叉验证指南

Tyler J Bradshaw1, Zachary Huemann1, Junjie Hu1

  • 1From the Departments of Radiology (T.J.B., Z.H.) and Biostatistics and Computer Science (J.H.), University of Wisconsin-Madison, 1111 Highland Ave, Madison, WI 53705; Departments of Radiology and Physics and Astronomy, University of British Columbia, Vancouver, British Columbia, Canada (A.R.); and Department of Integrative Oncology, BC Cancer Research Institute, Vancouver, British Columbia, Canada (A.R).

Radiology. Artificial intelligence
|August 2, 2023
PubMed
概括

交叉验证 (CV) 对于开发可靠的人工智能 (AI) 在医学成像中至关重要. 这种技术可以防止人工智能算法的过度乐观和偏见,确保对像卷积神经网络 (CNN) 这样的监督学习模型的准确预测错误估计.

关键词:
卷积神经网络 (CNN) 是一种神经网络.教育教育教育教育教育教育.研究设计研究研究设计统计 统计 统计 统计监督学习 监督学习技术方面 技术方面

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