List of Publications
  1. Chen R, Gabriel P, Kavanagh B, McNutt T, “How will big data impact clinical decision making and precision medicine in radiation therapy?” Int’l J. of Radiation Oncology, Biology, Physics. Published online: November 27 2015
  2. McNutt T., Moore K., Quon H., “Needs and Challenges for Big Data in Radiation Oncology”, Int’l J. of Radiation Oncology, Biology, Physics. Published online: November 27 2015. Print: July 1, 2016 Volume 95, Issue 3, Pages 909–915
  3. Marungo F, Robertson S, Quon H, Rhee J, Paisley H, Taylor R, McNutt T, “Creating a Data Science Platform for Developing Complication Risk Models for Personalized Treatment Planning in Radiation Oncology.” 48th Hawaii International Conference on System Sciences (HICSS). Kauai, HI USA: IEEE; 2015
  4. Robertson S, Moore J, Cheng S, Quon H, McNutt T, “A Data-Mining Framework for Large Scale Analysis of Dose-Outcome Relationships in a Database of Irradiated Head and Neck (HN) Cancer Patients”, Medical Physics 42(7), 4329 (7/2015) (Editor’s Pick 2015)
  5. Wu B, Pang D, Lei S, Gatti J, Tong M, McNutt T, Kole T, Dritschilo A, Collins S, “Improved robotic stereotactic body radiation therapy plan quality and planning efficacy for organ-confined prostate cancer utilizing overlap-volume histogram-driven planning methodology,” Radiother Oncol. 2014 Aug 6. pii: S0167-8140(14)00304-1. doi: 10.1016/j.radonc.2014.07.009
  6. Heather M Starmer, Wuyang Yang, Raju Raval, Christine G Gourin, Marian Richardson, Rachit Kumar, Bronwyn Jones, Todd McNutt, Sierra Cheng, Harry Quon, “Effect of Gabapentin on Swallowing During and After Chemoradiation for Oropharyngeal Squamous Cell Cancer,” Dysphagia 03/2014
  7. Moore KL, Kagadis GC, McNutt TR, Moiseenko V, Mutic S, “Vision 20/20: Automation and advanced computing in clinical radiation oncology,” Med Phys. 2014 Jan;41(1)
  8. W Y Yang, J Moore, H Quon, K Evans, A Sharabi, J Herman, A Hacker-Prietz and T McNutt, “Browser Based Platform in Maintaining Clinical Activities – Use of The iPads in Head and Neck Clinics,” Phys.: Conf. Ser. 489 012095 doi:10.1088/1742-6596/489/1/012095 Int’t Confernce on Computers in Radiotherapy, Melbourne AUS 2013
  9. Rachit Kumar, Sara Madanikia, Heather Starmer, Wuyang Yang, Emi Murano, Sara Alcorn, Todd McNutt, Yi Le, Harry Quon, “Radiation dose to the floor of mouth muscles predicts swallowing complications following chemoradiation in oropharyngeal squamous cell carcinoma.” Oral Oncology 11/2013
  10. Yibing Wang, Andras Zolnay, Luca Incrocci, Hans Joosten, Todd McNutt, Ben Heijmen, Steven Petit, “A quality control model that uses PTV-rectal distances to predict the lowest achievable rectum dose, improves IMRT planning for patients with prostate cancer”. Radiotherapy and Oncology 07/2013
  11. B. Wu, D. Pang, P. Simari, R. Taylor, G. Sanguineti, T. McNutt, “Using overlap volume histogram and IMRT plan data to guide and automate VMAT planning: a head-and-neck case study,” Medical Physics. Medical Physics 02/2013; 40(2):021714
  12. Yidong Yang, Eric C Ford, Binbin Wu, Michael Pinkawa, Baukelien van Triest, Patrick Campbell, Danny Y Song, Todd R McNutt, “ An overlap-volume-histogram based method for rectal dose prediction and automated treatment planning in the external beam prostate radiotherapy following hydrogel injection”. Medical Physics 01/2013; 40(1):011709
  13. Steven F. Petit, Binbin Wu, Michael Kazhdan , André Dekker, Patricio Simari, Rachit Kumar, Russel Taylor, Joseph M. Herman, Todd McNutt,” Increased organ sparing using shape-based treatment plan optimization for intensity modulated radiation therapy of pancreatic adenocarcinoma”, Radiotherapy and Oncology, 102 (2012) 38–44.
  14. Binbin Wu, Todd McNutt, Marianna Zahurak, Patricio Simari, Dalong Pang, Russell Taylor, Giuseppe Sanguineti, “Fully Automated Simultaneous Integrated Boosted-Intensity Modulated Radiation Therapy Treatment Planning Is Feasible for Head-and-Neck Cancer: A Prospective Clinical Study”. International journal of radiation oncology, biology, physics 08/2012
  15. 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”. International Journal of Radiation Oncology, Biology, Physics 2011 Mar 15;79(4):1241-7. Epub 2010 Aug
  16. Simari P, Wu B, Jacques R, King A, McNutt T, Taylor R, Kazhdan M. “A statistical approach for achievable dose querying in IMRT planning.” Med Image Comput Comput Assist Interv. 2010;13(Pt 3):521-8.
  17. Patricio Simari, Binbin Wu, Robert Jacques, Alex King, Todd McNutt, Russell Taylor, and Michael Kazhdan,” A Statistical Approach for Achievable Dose Querying in IMRT Planning” Medical Image Computing and Computer-Assisted Intervention 5762/2009(12), 100–108 (2009)
  18. Binbin Wu, Francesco Ricchetti, Giuseppe Sanguineti, Misha Kazhdan, Patricio Simari, Ming Chuang, Russell Taylor, Robert Jacques, Todd McNutt, ”Patient Geometry-Driven Information Retrieval for IMRT Treatment Plan Quality Control”, Medical Physics, 2009 Dec;36(12):5497-505