A comparative study of deep learning-based knowledge-based planning methods for 3D dose distribution prediction of head and neck.

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作者： Alexander F I,Osman ^[1] ; Nissren M,Tamam ^[2] ; Yousif A M,Yousif ^[3]

作者单位： Department of Medical Physics, Al-Neelain University, Khartoum, Sudan. ^[1] Department of Physics, College of Science, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia. ^[2] Department of Radiation Oncology, North West Cancer Centre - Tamworth Hospital, Tamworth, Australia. ^[3]

关键词 3D dose prediction attention neural network deep learning head and neck cancer intensity-modulated radiation therapy knowledge-based planning radiation therapy residual neural network treatment planning

主题词人类(Humans);放射治疗剂量(Radiotherapy Dosage);放射治疗计划, 计算机辅助(Radiotherapy Planning, Computer-Assisted);颈(Neck);头部(Head);放射疗法, 调强适形(Radiotherapy, Intensity-Modulated);危及器官(Organs at Risk)

DOI 10.1002/acm2.14015

PMID 37138549

发布时间 2023-09-06

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