Automated radiation treatment planning for cervical cancer

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dc.contributor.authorRhee, Dong Jooen_ZA
dc.contributor.authorJhingran, Anujaen_ZA
dc.contributor.authorKisling, Kellyen_ZA
dc.contributor.authorCardenas, Carlosen_ZA
dc.contributor.authorSimonds, Hannahen_ZA
dc.contributor.authorCourt, Laurenceen_ZA
dc.date.accessioned2023-01-18T05:46:21Z
dc.date.available2023-01-18T05:46:21Z
dc.date.issued2020-10
dc.descriptionCITATION: Rhee, D. J. et al. 2020. Automated radiation treatment planning for cervical cancer. Seminars in Radiation Oncology, 30(4):340-347, doi:10.1016/j.semradonc.2020.05.006.
dc.descriptionThe original publication is available at https://www.sciencedirect.com
dc.description.abstractThe radiation treatment-planning process includes contouring, planning, and reviewing the final plan, and each component requires substantial time and effort from multiple experts. Automation of treatment planning can save time and reduce the cost of radiation treatment, and potentially provides more consistent and better quality plans. With the recent breakthroughs in computer hardware and artificial intelligence technology, automation methods for radiation treatment planning have achieved a clinically acceptable level of performance in general. At the same time, the automation process should be developed and evaluated independently for different disease sites and treatment techniques as they are unique from each other. In this article, we will discuss the current status of automated radiation treatment planning for cervical cancer for simple and complex plans and corresponding automated quality assurance methods. Furthermore, we will introduce Radiation Planning Assistant, a web-based system designed to fully automate treatment planning for cervical cancer and other treatment sites.en_ZA
dc.description.versionPublisher's version
dc.format.extent8 pages
dc.identifier.citationRhee, D. J. et al. 2020. Automated radiation treatment planning for cervical cancer. Seminars in Radiation Oncology, 30(4):340-347, doi:10.1016/j.semradonc.2020.05.006.
dc.identifier.issn1532-9461 (online)
dc.identifier.issn1053-4296 (print)
dc.identifier.otherdoi:10.1016/j.semradonc.2020.05.006
dc.identifier.urihttp://hdl.handle.net/10019.1/126219
dc.language.isoen_ZAen_ZA
dc.publisherElsevier
dc.rights.holderAuthors retain copyright
dc.subjectCervical cancer -- Radiotherapyen_ZA
dc.subjectCancer -- Radiotherapy -- Planningen_ZA
dc.subjectRadiotherapyen_ZA
dc.titleAutomated radiation treatment planning for cervical canceren_ZA
dc.typeArticleen_ZA
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