Correlating Toxicity Outcomes with Spatial Patterns of Lymph Node Metastasis for Oropharyngeal Cancer Patients
B. Elgohari , T. Luciani , H. Elhalawani , A.S. Mohamed
International Journal of Radiation Oncology Biology Physics 105 ( 1)
2019
Cohort-Based Spatial Similarity Can Predict Radiotherapy Dose Distribution
B. Elgohari , A. Wentzel , P. Hanula , T. Luciani
International Journal of Radiation Oncology Biology Physics 105 ( 1)
2019
Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration
A. Wentzel , P. Hanula , T. Luciani , B. Elgohari
IEEE Transactions on Visualization and Computer Graphics 26 ( 1) 949 -959
19
2020
Visualizing Symptom Development During Head and Neck Cancer Treatment
C Floricel , A Wentzel , Md NA Nipu , N Kumar
Smpte Journal
Court LE, Freymann J, Farahani K, Kaplathy-Cramer J. and Fuller CD,“
H Elhalawani , TA Lin , S Volpe , ASR Mohamed
Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.,” Frontiers in oncology 8 294 -294
6
2018
Machine learning applications in head and neck radiation oncology
H Elhalawani , TA Lin , S Volpe , ASR Mohamed
2018
Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges
Issam El Naqa , Marta Bogowicz , Mary Feng , Hesham Elhalawani
Serial Parotid Gland Radiomic-based Model Predicts Post-Radiation Xerostomia in Oropharyngeal Cancer
H Elhalawani , ASR Mohamed , A Kanwar , A Dursteler
Radiotherapy and Oncology 127 ( Suppl. 1) S1167 -S1168
5
2018
Optimal policy determination in sequential systemic and locoregional therapy of oropharyngeal squamous carcinomas: A patient-physician digital twin dyad with deep Q-learning for treatment selection.
Elisa Tardini , Xinhua Zhang , Canahuate G , Andrew Wentzel
medRxiv
2021
Investigation of radiomic signatures for local recurrence using primary tumor texture analysis in oropharyngeal head and neck cancer patients
MD Anderson Cancer Center Head , Neck Quantitative Imaging Working Group ,
Scientific reports 8 ( 1) 1524 -1524
76
2018
Conditional survival analysis of patients with locally advanced laryngeal cancer: construction of a dynamic risk model and clinical nomogram
T. Sheu , D. Vock , A.S.R. Mohamed , N. Gross
Scientific reports 7 ( 1) 43928 -43928
32
2017