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Updated: Jul 15, 2025

Lung CT Segmentation to Identify Consolidations and Ground Glass Areas for Quantitative Assesment of SARS-CoV Pneumonia
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卷积神经网络 (CNN) 用于在儿科胸部放射图上对肺炎进行分类

Yash S Saboo1, Saarthak Kapse2, Prateek Prasanna2

  • 1Radiology, The University of Texas Health Science Center at San Antonio, San Antonio, USA.

Cureus
|September 27, 2023
PubMed
概括

优化人工智能 (AI) 模型在胸部放射图 (CXRs) 上进行儿科肺炎检测至关重要. 这项研究发现,具有特定超参数的VGG-19获得了最高的准确性,推低脱学率和Adam或RmsProp优化器.

关键词:
放射学中的人工智能胸部X射线 胸部X射线计算机视觉 计算机视觉卷积神经网络 (cnn) 是一种神经网络.深度学习人工智能 人工智能肺炎检测仪检测肺炎检测仪

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