Editorial: Machine learning-based adaptive radiotherapy treatments: From bench top to bedside.
作者信息
Zhang Jiahan, Sheng Yang, Roper Justin, Yang Xiaofeng
机构信息
Department of Radiation Oncology, Emory University, Atlanta, GA, United States.
Department of Radiation Oncology, Duke University, Durham, NC, United States.
出版信息
Front Oncol. 2023 Apr 19;13:1188788. doi: 10.3389/fonc.2023.1188788. eCollection 2023.
Abstract
摘要
相似文献
1
Editorial: Machine learning-based adaptive radiotherapy treatments: From bench top to bedside.社论：基于机器学习的自适应放射治疗：从实验台到病床边。
Front Oncol. 2023 Apr 19;13:1188788. doi: 10.3389/fonc.2023.1188788. eCollection 2023.
2
Abdominal, multi-organ, auto-contouring method for online adaptive magnetic resonance guided radiotherapy: An intelligent, multi-level fusion approach.腹部、多器官自动轮廓勾画在线自适应磁共振引导放射治疗：一种智能、多层次融合方法。
Artif Intell Med. 2018 Aug;90:34-41. doi: 10.1016/j.artmed.2018.07.001. Epub 2018 Jul 24.
3
A support vector machine tool for adaptive tomotherapy treatments: Prediction of head and neck patients criticalities.一种用于自适应断层放射治疗的支持向量机工具：头颈部患者危急情况的预测
Phys Med. 2015 Jul;31(5):442-51. doi: 10.1016/j.ejmp.2015.04.009. Epub 2015 May 6.
4
A machine learning tool for re-planning and adaptive RT: A multicenter cohort investigation.一种用于重新规划和自适应放疗的机器学习工具：多中心队列研究。
Phys Med. 2016 Dec;32(12):1659-1666. doi: 10.1016/j.ejmp.2016.10.005. Epub 2016 Oct 17.
5
Unsupervised learning for deformable registration of thoracic CT and cone-beam CT based on multiscale features matching with spatially adaptive weighting.基于多尺度特征匹配和空间自适应加权的非监督学习在胸 CT 和锥束 CT 变形配准中的应用。
Med Phys. 2020 Nov;47(11):5632-5647. doi: 10.1002/mp.14464. Epub 2020 Oct 7.
6
Feasibility of Conebeam CT-based online adaptive radiotherapy for neoadjuvant treatment of rectal cancer.锥形束 CT 在线自适应放疗在直肠癌新辅助治疗中的可行性。
Radiat Oncol. 2021 Jul 23;16(1):136. doi: 10.1186/s13014-021-01866-7.
7
Automated replication of cone beam CT-guided treatments in the Pinnacle(3) treatment planning system for adaptive radiotherapy.在用于自适应放疗的Pinnacle(3)治疗计划系统中自动复制锥形束CT引导的治疗。
J Med Radiat Sci. 2016 Mar;63(1):48-58. doi: 10.1002/jmrs.141. Epub 2015 Oct 3.
8
Registration-guided deep learning image segmentation for cone beam CT-based online adaptive radiotherapy.基于锥形束 CT 的在线自适应放疗中基于配准引导的深度学习图像分割。
Med Phys. 2022 Aug;49(8):5304-5316. doi: 10.1002/mp.15677. Epub 2022 May 4.
9
Generation of virtual lung single-photon emission computed tomography/CT fusion images for functional avoidance radiotherapy planning using machine learning algorithms.使用机器学习算法生成用于功能回避放射治疗计划的虚拟肺单光子发射计算机断层扫描/计算机断层扫描融合图像。
J Med Imaging Radiat Oncol. 2019 Apr;63(2):229-235. doi: 10.1111/1754-9485.12868. Epub 2019 Mar 15.
10
Varian ethos online adaptive radiotherapy for prostate cancer: Early results of contouring accuracy, treatment plan quality, and treatment time.瓦里安安科锐在线自适应放射治疗前列腺癌：勾画准确性、治疗计划质量和治疗时间的早期结果。
J Appl Clin Med Phys. 2022 Jan;23(1):e13479. doi: 10.1002/acm2.13479. Epub 2021 Nov 29.
引用本文的文献
1
Combining dosiomics and machine learning methods for predicting severe cardiac diseases in childhood cancer survivors: the French Childhood Cancer Survivor Study.结合剂量学和机器学习方法预测儿童癌症幸存者的严重心脏疾病：法国儿童癌症幸存者研究
Front Oncol. 2024 Dec 2;14:1241221. doi: 10.3389/fonc.2024.1241221. eCollection 2024.
Zotero 插件