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Prospective assessment of an atlas-based intervention combined with real-time software feedback in contouring lymph node levels and organs-at-risk in the head and neck: Quantitative assessment of conformance to expert delineation.

Awan M, Kalpathy-Cramer J, Gunn GB, Beadle BM, Garden AS, Phan J, Holliday E, Jones WE 3rd, Maani E, Patel A, Choi J, Clyburn V, Tantiwongkosi B, Rosenthal DI, Fuller CD.

Pract Radiat Oncol. 2013 Jul-Sep;3(3):186-93. doi: 10.1016/j.prro.2012.11.002. Epub 2012 Dec 21.


Validation of clinical acceptability of an atlas-based segmentation algorithm for the delineation of organs at risk in head and neck cancer.

Hoang Duc AK, Eminowicz G, Mendes R, Wong SL, McClelland J, Modat M, Cardoso MJ, Mendelson AF, Veiga C, Kadir T, D'Souza D, Ourselin S.

Med Phys. 2015 Sep;42(9):5027-34. doi: 10.1118/1.4927567.


Clinical validation of atlas-based auto-segmentation of multiple target volumes and normal tissue (swallowing/mastication) structures in the head and neck.

Teguh DN, Levendag PC, Voet PW, Al-Mamgani A, Han X, Wolf TK, Hibbard LS, Nowak P, Akhiat H, Dirkx ML, Heijmen BJ, Hoogeman MS.

Int J Radiat Oncol Biol Phys. 2011 Nov 15;81(4):950-7. doi: 10.1016/j.ijrobp.2010.07.009. Epub 2010 Oct 6.


Evaluation of an automatic segmentation algorithm for definition of head and neck organs at risk.

Thomson D, Boylan C, Liptrot T, Aitkenhead A, Lee L, Yap B, Sykes A, Rowbottom C, Slevin N.

Radiat Oncol. 2014 Aug 3;9:173. doi: 10.1186/1748-717X-9-173.


Evaluation of automatic atlas-based lymph node segmentation for head-and-neck cancer.

Stapleford LJ, Lawson JD, Perkins C, Edelman S, Davis L, McDonald MW, Waller A, Schreibmann E, Fox T.

Int J Radiat Oncol Biol Phys. 2010 Jul 1;77(3):959-66. doi: 10.1016/j.ijrobp.2009.09.023. Epub 2010 Mar 16.


Multi-institutional Randomized Trial Testing the Utility of an Interactive Three-dimensional Contouring Atlas Among Radiation Oncology Residents.

Gillespie EF, Panjwani N, Golden DW, Gunther J, Chapman TR, Brower JV, Kosztyla R, Larson G, Neppala P, Moiseenko V, Bykowski J, Sanghvi P, Murphy JD.

Int J Radiat Oncol Biol Phys. 2017 Jul 1;98(3):547-554. doi: 10.1016/j.ijrobp.2016.11.050. Epub 2016 Dec 9.


Evaluating the impact of a Canadian national anatomy and radiology contouring boot camp for radiation oncology residents.

Jaswal J, D'Souza L, Johnson M, Tay K, Fung K, Nichols A, Landis M, Leung E, Kassam Z, Willmore K, D'Souza D, Sexton T, Palma DA.

Int J Radiat Oncol Biol Phys. 2015 Mar 15;91(4):701-7. doi: 10.1016/j.ijrobp.2014.11.009. Epub 2015 Jan 13.


Technology assessment of automated atlas based segmentation in prostate bed contouring.

Hwee J, Louie AV, Gaede S, Bauman G, D'Souza D, Sexton T, Lock M, Ahmad B, Rodrigues G.

Radiat Oncol. 2011 Sep 9;6:110. doi: 10.1186/1748-717X-6-110.


Assessment and improvement of radiation oncology trainee contouring ability utilizing consensus-based penalty metrics.

Hallock A, Bauman G, Read N, D'Souza D, Perera F, Aivas I, Best L, Cao J, Louie AV, Wiebe E, Sexton T, Gaede S, Battista J, Rodrigues G.

J Med Imaging Radiat Oncol. 2012 Dec;56(6):679-88. doi: 10.1111/j.1754-9485.2012.02440.x. Epub 2012 Sep 5.


Validating the RTOG-endorsed brachial plexus contouring atlas: an evaluation of reproducibility among patients treated by intensity-modulated radiotherapy for head-and-neck cancer.

Yi SK, Hall WH, Mathai M, Dublin AB, Gupta V, Purdy JA, Chen AM.

Int J Radiat Oncol Biol Phys. 2012 Mar 1;82(3):1060-4. doi: 10.1016/j.ijrobp.2010.10.035. Epub 2011 Apr 30.


Multi-subject atlas-based auto-segmentation reduces interobserver variation and improves dosimetric parameter consistency for organs at risk in nasopharyngeal carcinoma: A multi-institution clinical study.

Tao CJ, Yi JL, Chen NY, Ren W, Cheng J, Tung S, Kong L, Lin SJ, Pan JJ, Zhang GS, Hu J, Qi ZY, Ma J, Lu JD, Yan D, Sun Y.

Radiother Oncol. 2015 Jun;115(3):407-11. doi: 10.1016/j.radonc.2015.05.012. Epub 2015 May 26.


Auto-segmentation of low-risk clinical target volume for head and neck radiation therapy.

Yang J, Beadle BM, Garden AS, Gunn B, Rosenthal D, Ang K, Frank S, Williamson R, Balter P, Court L, Dong L.

Pract Radiat Oncol. 2014 Jan-Feb;4(1):e31-7. doi: 10.1016/j.prro.2013.03.003. Epub 2013 May 3.


Delineation of target volumes and organs at risk in adjuvant radiotherapy of early breast cancer: national guidelines and contouring atlas by the Danish Breast Cancer Cooperative Group.

Nielsen MH, Berg M, Pedersen AN, Andersen K, Glavicic V, Jakobsen EH, Jensen I, Josipovic M, Lorenzen EL, Nielsen HM, Stenbygaard L, Thomsen MS, Vallentin S, Zimmermann S, Offersen BV; Danish Breast Cancer Cooperative Group Radiotherapy Committee.

Acta Oncol. 2013 May;52(4):703-10. doi: 10.3109/0284186X.2013.765064. Epub 2013 Feb 19.


Prospective randomized double-blind study of atlas-based organ-at-risk autosegmentation-assisted radiation planning in head and neck cancer.

Walker GV, Awan M, Tao R, Koay EJ, Boehling NS, Grant JD, Sittig DF, Gunn GB, Garden AS, Phan J, Morrison WH, Rosenthal DI, Mohamed AS, Fuller CD.

Radiother Oncol. 2014 Sep;112(3):321-5. doi: 10.1016/j.radonc.2014.08.028. Epub 2014 Sep 9.


Categorizing segmentation quality using a quantitative quality assurance algorithm.

Rodrigues G, Louie A, Videtic G, Best L, Patil N, Hallock A, Gaede S, Kempe J, Battista J, de Haan P, Bauman G.

J Med Imaging Radiat Oncol. 2012 Dec;56(6):668-78. doi: 10.1111/j.1754-9485.2012.02442.x. Epub 2012 Sep 5.


Evaluating the impact of an integrated multidisciplinary head & neck competency-based anatomy & radiology teaching approach in radiation oncology: a prospective cohort study.

D'Souza L, Jaswal J, Chan F, Johnson M, Tay KY, Fung K, Palma D.

BMC Med Educ. 2014 Jun 26;14:124. doi: 10.1186/1472-6920-14-124.


Automatic contouring of brachial plexus using a multi-atlas approach for lung cancer radiotherapy.

Yang J, Amini A, Williamson R, Zhang L, Zhang Y, Komaki R, Liao Z, Cox J, Welsh J, Court L, Dong L.

Pract Radiat Oncol. 2013 Oct 1;3(4). pii: 3139-e147.


Use of auto-segmentation in the delineation of target volumes and organs at risk in head and neck.

Lim JY, Leech M.

Acta Oncol. 2016 Jul;55(7):799-806. doi: 10.3109/0284186X.2016.1173723. Epub 2016 Jun 1. Review.


Quantitative assessment of target delineation variability for thymic cancers: Agreement evaluation of a prospective segmentation challenge.

Holliday E, Fuller CD, Kalpathy-Cramer J, Gomez D, Rimner A, Li Y, Senan S, Wilson LD, Choi J, Komaki R, Thomas CR Jr.

J Radiat Oncol. 2016 Mar;5(1):55-61. Epub 2015 Nov 3.


Automatic contouring of brachial plexus using a multi-atlas approach for lung cancer radiation therapy.

Yang J, Amini A, Williamson R, Zhang L, Zhang Y, Komaki R, Liao Z, Cox J, Welsh J, Court L, Dong L.

Pract Radiat Oncol. 2013 Oct-Dec;3(4):e139-47. doi: 10.1016/j.prro.2013.01.002. Epub 2013 Feb 9.


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