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在LDR前列腺支架疗法中,基于患者特定深度学习的剂量预测的aleatoric和epistemic不确定性提取

Francisco Berumen1,2, Samuel Ouellet1,2, Shirin Enger3,4

  • 1Service de Physique Médicale et de Radioprotection, Centre Intégré de Cancérologie, CHU de Québec-Université Laval et Centre de recherche du CHU de Québec, Quebec, Quebec, Canada.

Physics in medicine and biology
|March 14, 2024
PubMed
概括

深度学习模型快速预测低剂量速率前列腺支架治疗的3D剂量量,为临床使用提供准确和稳定的剂量估计和不确定性分析.

关键词:
蒙特卡罗的蒙特卡罗是一个非常好的城市.支臂疗法 (brachytherapy) 是一种治疗方法.深度学习是一种深度学习.剂量计算剂量计算方法剂量预测剂量预测不确定性是一种不确定性.

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