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Updated: Jul 28, 2026

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
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Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images

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在CT扫描中通过半监督学习检测头骨和面部标志,使用有限的标记数据

Leran Tao1,2,3, Xu Zhang4, Yang Yang5,6

  • 1Department of Oral and Cranio-Maxillofacial Surgery, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, 200011, China.

Heliyon
|August 12, 2024
PubMed
概括

半监督学习 (SSL) 模型通过精确地检测头骨面 (CMF) CT 扫描中的地标,以更少的标记数据来改善 3D 头脑测量分析. 这减少了医疗专业人员的工作量,并提高了诊断准确度.

关键词:
3D头脑测量分析计算机辅助外科手术设计牙和面部形 牙和面部形标志检测地标的检测半监督学习 半监督学习

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