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Updated: Aug 2, 2026

Dynamic Lung Tumor Tracking for Stereotactic Ablative Body Radiation Therapy
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一种放射治疗剂量图导向的深度学习方法,用于预测新辅助化学放射治疗后食道癌患者的病理完整反应,随后进行手术

Wing-Keen Yap1, Ing-Tsung Hsiao2, Wing-Lake Yap3

  • 1Department of Radiation Oncology, Proton and Radiation Therapy Center, Chang Gung Memorial Hospital-Linkou Medical Center, 5 Fu-Shin Street, Kwei-Shan, Taoyuan 333, Taiwan.

Biomedicines
|November 25, 2023
PubMed
概括

这项研究引入了一种新的深度学习算法DCRNet,用于预测化学放射治疗后食道癌患者的病理完整反应 (ypCR). 通过整合成像和放射治疗剂量数据,DCRNet模型显著提高了预测准确性.

关键词:
人工智能的人工智能是人工智能.深度学习是一种深度学习.药物剂量 药物剂量 药物剂量这是食道癌的癌症.新辅助性化疗或放射治疗.病态的完整反应.无线电学 (radiomics) 是一种无线电学.放射治疗治疗计划 计划放射治疗治疗

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