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Updated: Jan 29, 2026

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深度学习架构的比较分析,用于全景牙科放射图中的自动牙细分:平衡精度和计算效率

Alperen Yalım1, Emre Aytugar1, Fahrettin Kalabalık2

  • 1Department of Oral and Maxillofacial Radiology, Faculty of Dentistry, Izmir Katip Celebi University, Izmir 35640, Turkey.

Diagnostics (Basel, Switzerland)
|January 28, 2026
PubMed
概括

这项研究对U-Net深度学习模型进行了基准测试,用于牙科放射图中的牙细分. EfficientNet-B0为此任务提供了高精度和低计算成本的最佳平衡.

关键词:
计算效率的计算效率深度学习是一种深度学习.牙科成像 牙科成像全景射线图 (Panoramic Radiography) 是一个全景射线图.牙细分的细分是指牙的细分.

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