u-net,

Zhong Chen1, Wangyao Li2, Xinglei Shen2

  • 1School of Computing, Southern Illinois University, Carbondale, IL 62901, United States; Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS 66160, United States.

概括

这项研究介绍了FS-UNet,这是一种新的深度学习模型,使用有限的患者数据改善了放射治疗剂量预测的准确性. FS-UNet通过使精确的剂量预测,即使只有少数训练示例,也提高了治疗规划.