Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer

by Wei Jiang, PhD, Pranav Lakshminarayanan, MS, Xuan Hui, MD, ScM, Peijin Han, MD, MHS, Zhi Cheng, MD, MPH, Michael Bowers, BS, Ilya Shpitser, PhD, Sauleh Siddiqui, PhD, Russell H. Taylor, PhD, Harry Quon, MD, MS, Todd McNutt, PhD
Published 2019-04-01

Spatial Radiation Dose Influence on Xerostomia Recovery and Its Comparison to Acute Incidence in Patients With Head and Neck Cancer

by Yue Guo, MD, MHS, Wei Jiang, PhD, Pranav Lakshminarayanan, MS, Peijin Han, MD, MHS, Zhi Cheng, MD, MPH, Michael Bowers, BS, Xuan Hui, MD, ScM, Ilya Shpitser, PhD, Sauleh Siddiqui, PhD, Russell H. Taylor, PhD, Harry Quon, MD, MS, Todd McNutt, PhD
Published 2020-03-01

Evaluation of classification and regression tree (CART) model in weight loss prediction following head and neck cancer radiation therapy

by Zhi Cheng, MD MPH, Minoru Nakatsugawa, PhD, Chen Hu, PhD, Scott P. Robertson, PhD, Xuan Hui, MD MS, Joseph A. Moore, PhD, Michael R. Bowers, BS, Ana P. Kiess, MD PhD, Brandi R. Page, MD, Laura Burns, BSN, Mariah Muse, BSN, Amanda Choflet, MS RN OCN, Kousuke Sakaue, MS, Shinya Sugiyama, MS, Kazuki Utsunomiya, MS, John W. Wong, PhD, Todd R. McNutt, PhD, Harry Quon, MD MS
Published 2018-07-01

Improving prediction of surgical resectability over current staging guidelines in patients with pancreatic cancer who receive stereotactic body radiation therapy

by Zhi Cheng, MD, MPH, Lauren M. Rosati, BS, Linda Chen, MD, Omar Y. Mian, MD, PhD, Yilin Cao, MD, Marta Villafania, BS, Minoru Nakatsugawa, PhD, Joseph A. Moore, PhD, Scott P. Robertson, PhD, Juan Jackson, BS, Amy Hacker-Prietz, PA-C, Jin He, MD, PhD, Christopher L. Wolfgang, MD, PhD, Matthew J. Weiss, MD, Joseph M. Herman, MD, MS, Amol K. Narang, MD, Todd R. McNutt, PhD
Published 2018-10-01