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Hazell I, Bzdusek K, Kumar P, Hansen CR, Bertelsen A, Eriksen JG, Johansen J, Brink C. 

Automatic planning of head and neck treatment plans. J Appl Clin Med Phys. 2016 Jan 

8;17(1):272‐282. 

Wu B, Kusters M, Kunze‐Busch M, Dijkema T, McNutt T, Sanguineti G, Bzdusek K, Dritschilo 

A, Pang D. Cross‐institutional knowledge‐based planning (KBP) implementation and its 

performance comparison to Auto‐Planning Engine (APE). Radiother Oncol. 2017 

Apr;123(1):57‐62. 

Kusters JMAM, Bzdusek K, Kumar P, van Kollenburg PGM, Kunze‐Busch MC, Wendling M, 

Dijkema T, Kaanders JHAM. Automated IMRT planning in Pinnacle : A study in head‐and‐

neck cancer. Strahlenther Onkol. 2017 

Hansen CR, Nielsen M, Bertelsen AS, Hazell I, Holtved E, Zukauskaite R, Bjerregaard JK, Brink 

C, Bernchou U. Automatic treatment planning facilitates fast generation of high‐quality 

treatment plans for esophageal cancer. Acta Oncol. 2017 Aug 25:1‐6 

Knowledge‐based automated planning and plan QA (overlap volume 

histogram, OVH, machine learning) 

Wu B, Ricchetti F, Sanguineti G, Kazhdan M, Simari P, Chuang M, Taylor R, Jacques R, 

McNutt T. Patient geometry‐driven information retrieval for IMRT treatment plan quality 

control. Med Phys. 2009 Dec;36(12):5497‐505 

Wu B, Ricchetti F, Sanguineti G, Kazhdan M, Simari P, Jacques R, Taylor R, McNutt T. Data‐

driven approach to generating achievable dose‐volume histogram objectives in intensity‐

modulated radiotherapy planning. Int J Radiat Oncol Biol Phys. 2011 Mar 15;79(4):1241‐7. 

Wu B, McNutt T, Zahurak M, Simari P, Pang D, Taylor R, Sanguineti G. Fully automated 

simultaneous integrated boosted‐intensity modulated radiation therapy treatment planning 

is feasible for head‐and‐neck cancer: a prospective clinical study. Int J Radiat Oncol Biol 

Phys. 2012 Dec 1;84(5):e647‐53. 

Wu B, Pang D, Simari P, Taylor R, Sanguineti G, McNutt T. Using overlap volume histogram 

and IMRT plan data to guide and automate VMAT planning: a head‐and‐neck case study. 

Med Phys. 2013 Feb;40(2):021714.  

Yang Y, Ford EC, Wu B, Pinkawa M, van Triest B, Campbell P, Song DY, McNutt TR. An 

overlap‐volume‐histogram based method for rectal dose prediction and automated