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ORIGINAL ARTICLES: RADIOTHERAPY AND RADIOBIOLOGY

Automatic segmentation of cardiac substructures from noncontrast CT images: accurate enough for dosimetric analysis?

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Pages 81-87 | Received 29 Jan 2018, Accepted 04 Sep 2018, Published online: 11 Oct 2018

References

  • Jegadeesh N, Liu Y, Gillespie T, et al. Evaluating intensity-modulated radiation therapy in locally advanced non-small-cell lung cancer: results from the National Cancer Data Base. Clin Lung Cancer. 2016;17:398–405.
  • Sura S, Gupta V, Yorke E, et al. Intensity-modulated radiation therapy (IMRT) for inoperable non-small cell lung cancer: the Memorial Sloan-Kettering Cancer Center (MSKCC) experience. Radiother Oncol. 2008;87:17–23.
  • Hardy D, Liu CC, Cormier JN, et al. Cardiac toxicity in association with chemotherapy and radiation therapy in a large cohort of older patients with non-small-cell lung cancer. Ann Oncol. 2010;21:1825–1833.
  • Darby SC, Cutter DJ, Boerma M, et al. Radiation-related heart disease: current knowledge and future prospects. Int J Radiat Oncol Biol Phys. 2010;76:656–665.
  • Bradley JD, Paulus R, Komaki R, et al. Standard-dose versus high-dose conformal radiotherapy with concurrent and consolidation carboplatin plus paclitaxel with or without cetuximab for patients with stage IIIA or IIIB non-small-cell lung cancer (RTOG 0617): a randomised, two-by-two factorial phase 3 study. Lancet Oncol. 2015;16:187–199.
  • Movsas B, Hu C, Sloan J, et al. Quality of life analysis of a radiation dose-escalation study of patients with non-small-cell lung cancer: a secondary analysis of the radiation therapy. JAMA Oncol. 2016;2:359–367.
  • Weiss E, Wijesooriya K, Ramakrishnan V, et al. Comparison of intensity-modulated radiotherapy planning based on manual and automatically generated contours using deformable image registration in four-dimensional computed tomography of lung cancer patients. Int J Radiat Oncol Biol Phys. 2008;70:572–581.
  • Lorenzen EL, Ewertz M, Brink C. Automatic segmentation of the heart in radiotherapy for breast cancer. Acta Oncol. 2014;53:1366–1372.
  • Zhou R, Liao Z, Pan T, et al. Cardiac atlas development and validation for automatic segmentation of cardiac substructures. Radiother Oncol. 2017;122:66–71.
  • Wang H, Dong L, Lii MF, et al. Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy. Int J Radiat Oncol Biol Phys. 2005;61:725–735.
  • Yang J, Zhang Y, Zhang L, et al. Automatic segmentation of parotids from CT scans using multiple atlases. Medical Image Analysis for the Clinic: A Grand Challenge. 2010;323–330.
  • Yang J, Garden A, Zhang Y, et al. WE-E-213CD-09: multi-atlas fusion using a tissue appearance model. Med Phys. 2012;39:3961.
  • Yang J, Haas B, Fang R, et al. Atlas ranking and selection for automatic segmentation of the esophagus from CT scans. Phys Med Biol. 2017;62:9140–9158.
  • Kong F, Quint L, Machtay M, et al. Atlases for organs at risk (OARs) in thoracic radiation therapy [cited 2018 Sep 24]. Available from: https://www.rtog.org/LinkClick.aspx?fileticket=qlz0qMZXfQs%3d&tabid=36
  • Feng M, Moran JM, Koelling T, et al. Development and validation of a heart atlas to study cardiac exposure to radiation following treatment for breast cancer. Int J Radiat Oncol Biol Phys. 2011;79:10–18.
  • Dice LR. Measures of the amount of ecologic association between species. Ecology. 1945;26:297–302.
  • Korsager AS, Fortunati V, van der Lijn F, et al. The use of atlas registration and graph cuts for prostate segmentation in magnetic resonance images. Med Phys. 2015;42:1614–1624.
  • Isambert A, Dhermain F, Bidault F, et al. Evaluation of an atlas-based automatic segmentation software for the delineation of brain organs at risk in a radiation therapy clinical context. Radiother Oncol. 2008;87:93–99.
  • Anders LC, Stieler F, Siebenlist K, et al. Performance of an atlas-based autosegmentation software for delineation of target volumes for radiotherapy of breast and anorectal cancer. Radiother Oncol. 2012;102:68–73.
  • Voet PW, Dirkx ML, Teguh DN, et al. Does atlas-based autosegmentation of neck levels require subsequent manual contour editing to avoid risk of severe target underdosage? A dosimetric analysis. Radiother Oncol. 2011;98:373–377.
  • Taunk NK, Haffty BG, Kostis JB, et al. Radiation-induced heart disease: pathologic abnormalities and putative mechanisms. Front Oncol. 2015;5:39.
  • Fan L-L, Luo Y-K, Xu J-H, et al. A dosimetry study precisely outlining the heart substructure of left breast cancer patients using intensity-modulated radiation therapy. J Appl Clin Med Phys. 2014;15:265.

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