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评估使用深度学习的前列腺IMRT患者的剂量分配:损失功能的对模型性能影响

Arezoo Kazemzadeh1, Reza Rasti2, Alireza Amouheidari3

  • 1Department of Medical Physics, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.

Physical and engineering sciences in medicine
|February 2, 2026
PubMed
概括

选择正确的损失函数可以显著改善前列腺强度调节放射治疗剂量预测的深度学习模型. 结合领域知识,如瞬间损失,提高了个性化辐射规划的准确性.

关键词:
深度学习是一种深度学习.剂量预测的预测强度调节的放射疗法强度调节的放射疗法损失函数是一个损失函数.前列腺癌是什么意思 前列腺癌是什么意思

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