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For: Speer S, Klein A, Kober L, Weiss A, Yohannes I, Bert C. Automation of radiation treatment planning : Evaluation of head and neck cancer patient plans created by the Pinnacle3 scripting and Auto-Planning functions. Strahlenther Onkol 2017;193:656-665. [PMID: 28653120 DOI: 10.1007/s00066-017-1150-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 05/10/2017] [Indexed: 12/25/2022]
Number Cited by Other Article(s)
1
Mody P, Huiskes M, Chaves-de-Plaza NF, Onderwater A, Lamsma R, Hildebrandt K, Hoekstra N, Astreinidou E, Staring M, Dankers F. Large-scale dose evaluation of deep learning organ contours in head-and-neck radiotherapy by leveraging existing plans. Phys Imaging Radiat Oncol 2024;30:100572. [PMID: 38633281 PMCID: PMC11021837 DOI: 10.1016/j.phro.2024.100572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 03/21/2024] [Accepted: 03/21/2024] [Indexed: 04/19/2024]  Open
2
Hirotaki K, Tomizawa K, Moriya S, Oyoshi H, Raturi V, Ito M, Sakae T. Fully automated volumetric modulated arc therapy planning for locally advanced rectal cancer: feasibility and efficiency. Radiat Oncol 2023;18:147. [PMID: 37670390 PMCID: PMC10481560 DOI: 10.1186/s13014-023-02334-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 08/21/2023] [Indexed: 09/07/2023]  Open
3
Automation of pencil beam scanning proton treatment planning for intracranial tumours. Phys Med 2023;105:102503. [PMID: 36529006 DOI: 10.1016/j.ejmp.2022.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Revised: 11/04/2022] [Accepted: 11/25/2022] [Indexed: 12/23/2022]  Open
4
Li X, Ge Y, Wu Q, Wang C, Sheng Y, Wang W, Stephens H, Yin FF, Wu QJ. Input feature design and its impact on the performance of deep learning models for predicting fluence maps in intensity-modulated radiation therapy. Phys Med Biol 2022;67:215009. [PMID: 36206747 DOI: 10.1088/1361-6560/ac9882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 10/07/2022] [Indexed: 06/16/2023]
5
Development and evaluation of a three-step automatic planning technique for lung Stereotactic Body Radiation Therapy based on performance examination of advanced settings in Pinnacle's auto-planning module. Appl Radiat Isot 2022;189:110434. [DOI: 10.1016/j.apradiso.2022.110434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Revised: 08/16/2022] [Accepted: 08/24/2022] [Indexed: 11/22/2022]
6
Fu Y, Zhang H, Morris ED, Glide-Hurst CK, Pai S, Traverso A, Wee L, Hadzic I, Lønne PI, Shen C, Liu T, Yang X. Artificial Intelligence in Radiation Therapy. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2022;6:158-181. [PMID: 35992632 PMCID: PMC9385128 DOI: 10.1109/trpms.2021.3107454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
7
Momin S, Fu Y, Lei Y, Roper J, Bradley JD, Curran WJ, Liu T, Yang X. Knowledge-based radiation treatment planning: A data-driven method survey. J Appl Clin Med Phys 2021;22:16-44. [PMID: 34231970 PMCID: PMC8364264 DOI: 10.1002/acm2.13337] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 04/26/2021] [Accepted: 06/02/2021] [Indexed: 12/18/2022]  Open
8
Characterization of automatic treatment planning approaches in radiotherapy. Phys Imaging Radiat Oncol 2021;19:60-65. [PMID: 34307920 PMCID: PMC8295841 DOI: 10.1016/j.phro.2021.07.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 06/09/2021] [Accepted: 07/01/2021] [Indexed: 12/05/2022]  Open
9
Biston MC, Costea M, Gassa F, Serre AA, Voet P, Larson R, Grégoire V. Evaluation of fully automated a priori MCO treatment planning in VMAT for head-and-neck cancer. Phys Med 2021;87:31-38. [PMID: 34116315 DOI: 10.1016/j.ejmp.2021.05.037] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 05/19/2021] [Accepted: 05/29/2021] [Indexed: 10/21/2022]  Open
10
Hu J, Liu B, Xie W, Zhu J, Yu X, Gu H, Wang M, Wang Y, Qi Z. Quantitative Comparison of Knowledge-Based and Manual Intensity Modulated Radiation Therapy Planning for Nasopharyngeal Carcinoma. Front Oncol 2021;10:551763. [PMID: 33489869 PMCID: PMC7817947 DOI: 10.3389/fonc.2020.551763] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 11/26/2020] [Indexed: 11/13/2022]  Open
11
Bai P, Weng X, Quan K, Chen J, Dai Y, Xu Y, Lin F, Zhong J, Wu T, Chen C. A knowledge-based intensity-modulated radiation therapy treatment planning technique for locally advanced nasopharyngeal carcinoma radiotherapy. Radiat Oncol 2020;15:188. [PMID: 32746873 PMCID: PMC7397573 DOI: 10.1186/s13014-020-01626-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 07/21/2020] [Indexed: 01/18/2023]  Open
12
Zhang Q, Ou L, Peng Y, Yu H, Wang L, Zhang S. Evaluation of automatic VMAT plans in locally advanced nasopharyngeal carcinoma. Strahlenther Onkol 2020;197:177-187. [PMID: 32488293 DOI: 10.1007/s00066-020-01631-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 05/04/2020] [Indexed: 11/27/2022]
13
Chamunyonga C, Edwards C, Caldwell P, Rutledge P, Burbery J. The Impact of Artificial Intelligence and Machine Learning in Radiation Therapy: Considerations for Future Curriculum Enhancement. J Med Imaging Radiat Sci 2020;51:214-220. [PMID: 32115386 DOI: 10.1016/j.jmir.2020.01.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 01/31/2020] [Accepted: 01/31/2020] [Indexed: 12/14/2022]
14
Wang C, Zhu X, Hong JC, Zheng D. Artificial Intelligence in Radiotherapy Treatment Planning: Present and Future. Technol Cancer Res Treat 2020;18:1533033819873922. [PMID: 31495281 PMCID: PMC6732844 DOI: 10.1177/1533033819873922] [Citation(s) in RCA: 99] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]  Open
15
Haderlein M, Speer S, Ott O, Lettmaier S, Hecht M, Semrau S, Frey B, Scherl C, Iro H, Kesting M, Fietkau R. Dose Reduction to the Swallowing Apparatus and the Salivary Glands by De-Intensification of Postoperative Radiotherapy in Patients with Head and Neck Cancer: First (Treatment Planning) Results of the Prospective Multicenter DIREKHT Trial. Cancers (Basel) 2020;12:cancers12030538. [PMID: 32110958 PMCID: PMC7139715 DOI: 10.3390/cancers12030538] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/07/2020] [Accepted: 02/20/2020] [Indexed: 02/06/2023]  Open
16
Delaby N, Martin S, Barateau A, Henry O, Perichon N, De Crevoisier R, Chajon E, Castelli J, Lafond C. Implementation of an optimization method for parotid gland sparing during inverse planning for head and neck cancer radiotherapy. Cancer Radiother 2020;24:28-37. [PMID: 32007370 DOI: 10.1016/j.canrad.2019.09.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 09/09/2019] [Accepted: 09/10/2019] [Indexed: 12/28/2022]
17
Yang Y, Shao K, Zhang J, Chen M, Chen Y, Shan G. Automatic Planning for Nasopharyngeal Carcinoma Based on Progressive Optimization in RayStation Treatment Planning System. Technol Cancer Res Treat 2020;19:1533033820915710. [PMID: 32552600 PMCID: PMC7307279 DOI: 10.1177/1533033820915710] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Revised: 02/08/2020] [Accepted: 02/26/2020] [Indexed: 01/23/2023]  Open
18
Smith A, Granatowicz A, Stoltenberg C, Wang S, Liang X, Enke CA, Wahl AO, Zhou S, Zheng D. Can the Student Outperform the Master? A Plan Comparison Between Pinnacle Auto-Planning and Eclipse knowledge-Based RapidPlan Following a Prostate-Bed Plan Competition. Technol Cancer Res Treat 2019;18:1533033819851763. [PMID: 31177922 PMCID: PMC6558545 DOI: 10.1177/1533033819851763] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]  Open
19
Richter A, Exner F, Bratengeier K, Polat B, Flentje M, Weick S. Impact of beam configuration on VMAT plan quality for Pinnacle3Auto-Planning for head and neck cases. Radiat Oncol 2019;14:12. [PMID: 30658661 PMCID: PMC6339276 DOI: 10.1186/s13014-019-1211-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 01/02/2019] [Indexed: 11/10/2022]  Open
20
Hussein M, Heijmen BJM, Verellen D, Nisbet A. Automation in intensity modulated radiotherapy treatment planning-a review of recent innovations. Br J Radiol 2018;91:20180270. [PMID: 30074813 DOI: 10.1259/bjr.20180270] [Citation(s) in RCA: 142] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]  Open
21
Exploring the Role and Application of the Deliberate Practice Concept in Radiation Therapy. J Med Imaging Radiat Sci 2018;49:237-242. [PMID: 32074048 DOI: 10.1016/j.jmir.2018.04.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 04/04/2018] [Accepted: 04/06/2018] [Indexed: 11/21/2022]
22
Künzel LA, Dohm OS, Alber M, Zips D, Thorwarth D. Automatic replanning of VMAT plans for different treatment machines: A template-based approach using constrained optimization. Strahlenther Onkol 2018;194:921-928. [PMID: 29846751 DOI: 10.1007/s00066-018-1319-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 05/12/2018] [Indexed: 11/26/2022]
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