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Zhi Cheng
Zhi Cheng
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Predicting acute radiation induced xerostomia in head and neck cancer using MR and CT radiomics of parotid and submandibular glands
K Sheikh, SH Lee, Z Cheng, P Lakshminarayanan, L Peng, P Han, ...
Radiation Oncology 14 (1), 1-11, 2019
882019
A data‐mining framework for large scale analysis of dose‐outcome relationships in a database of irradiated head and neck cancer patients
SP Robertson, H Quon, AP Kiess, JA Moore, W Yang, Z Cheng, S Afonso, ...
Medical physics 42 (7), 4329-4337, 2015
612015
Effect of gabapentin on swallowing during and after chemoradiation for oropharyngeal squamous cell cancer
HM Starmer, WY Yang, R Raval, CG Gourin, M Richardson, R Kumar, ...
Dysphagia 29, 396-402, 2014
582014
Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer
W Jiang, P Lakshminarayanan, X Hui, P Han, Z Cheng, M Bowers, ...
Advances in radiation oncology 4 (2), 401-412, 2019
482019
Evaluation of classification and regression tree (CART) model in weight loss prediction following head and neck cancer radiation therapy
Z Cheng, M Nakatsugawa, C Hu, SP Robertson, X Hui, JA Moore, ...
Advances in Radiation Oncology 3 (3), 346-355, 2018
452018
Dose/volume histogram patterns in salivary gland subvolumes influence xerostomia injury and recovery
P Han, P Lakshminarayanan, W Jiang, I Shpitser, X Hui, SH Lee, Z Cheng, ...
Scientific reports 9 (1), 3616, 2019
342019
Using big data analytics to advance precision radiation oncology
TR McNutt, SH Benedict, DA Low, K Moore, I Shpitser, W Jiang, ...
International Journal of Radiation Oncology• Biology• Physics 101 (2), 285-291, 2018
312018
The Needs and Benefits of Continuous Model Updates on the Accuracy of RT-Induced Toxicity Prediction Models Within a Learning Health System
M Nakatsugawa, Z Cheng, A Kiess, A Choflet, M Bowers, K Utsunomiya, ...
International Journal of Radiation Oncology* Biology* Physics 103 (2), 460-467, 2019
272019
Spatial radiation dose influence on xerostomia recovery and its comparison to acute incidence in patients with head and neck cancer
Y Guo, W Jiang, P Lakshminarayanan, P Han, Z Cheng, M Bowers, X Hui, ...
Advances in radiation oncology 5 (2), 221-230, 2020
222020
Quantitative Evaluation of Head and Neck Cancer Treatment–Related Dysphagia in the Development of a Personalized Treatment Deintensification Paradigm
H Quon, X Hui, Z Cheng, S Robertson, L Peng, M Bowers, J Moore, ...
International Journal of Radiation Oncology• Biology• Physics 99 (5), 1271-1278, 2017
21*2017
Dose Prediction Model for Duodenum Sparing With a Biodegradable Hydrogel Spacer for Pancreatic Cancer Radiation Therapy
Z Feng, AD Rao, Z Cheng, EJ Shin, J Moore, L Su, SH Kim, J Wong, ...
International Journal of Radiation Oncology* Biology* Physics 102 (3), 651-659, 2018
202018
Radio‐morphology: Parametric shape‐based features in radiotherapy
P Lakshminarayanan, W Jiang, SP Robertson, Z Cheng, P Han, ...
Medical physics 46 (2), 704-713, 2019
192019
Prospective evaluation of patient reported swallow function with the Functional Assessment of Cancer Therapy (FACT), MD Anderson Dysphagia Inventory (MDADI) and the Sydney …
LC Peng, X Hui, Z Cheng, MR Bowers, J Moore, E Cecil, A Choflet, ...
Oral Oncology 84, 25-30, 2018
172018
One-year swallowing outcomes in patients treated with prophylactic gabapentin during radiation-based treatment for oropharyngeal cancer
HM Starmer, WY Yang, CG Gourin, R Kumar, B Jones, T McNutt, S Cheng, ...
Dysphagia 32, 437-442, 2017
172017
Practical data collection and extraction for big data applications in radiotherapy
TR McNutt, M Bowers, Z Cheng, P Han, X Hui, J Moore, S Robertson, ...
Medical physics 45 (10), e863-e869, 2018
162018
Needs and Challenges for Radiation Oncology in the Era of Precision Medicine
H Quon, T McNutt, J Lee, M Bowers, W Jiang, P Lakshminarayanan, ...
International Journal of Radiation Oncology* Biology* Physics 103 (4), 809-817, 2019
152019
Radiomic Analysis of Salivary Glands and Its Role for Predicting Xerostomia in Irradiated Head and Neck Cancer Patients
M Nakatsugawa, Z Cheng, KA Goatman, J Lee, A Robinson, A Choflet, ...
International Journal of Radiation Oncology• Biology• Physics 96 (2), S217, 2016
132016
Predictors of free flap volume loss in nonosseous reconstruction of head and neck oncologic defects
CR Razavi, J Hostetter, A Shukla, Z Cheng, N Aygun, K Boahene, ...
Ear, Nose & Throat Journal 101 (1), 48-53, 2022
112022
Utility of a Clinical Decision Support System in Weight Loss Prediction After Head and Neck Cancer Radiotherapy
Z Cheng, M Nakatsugawa, XC Zhou, C Hu, S Greco, A Kiess, B Page, ...
JCO clinical cancer informatics 3, 1-11, 2019
102019
Method and apparatus for determining treatment region and mitigating radiation toxicity
M Nakatsugawa, JW Haller, RA Davey, RK Koktava, K Sakaue, T McNutt, ...
US Patent 9,925,393, 2018
102018
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