Oropharyngeal cancer patient stratification using random forest based-learning over high-dimensional radiomic features

por Patel, Harsh, Vock, David M., Marai, G. Elisabeta, Fuller, Clifton D., Mohamed, Abdallah S. R., Canahuate, Guadalupe
Publicado 2021

Exploring Applications of Radiomics in Magnetic Resonance Imaging of Head and Neck Cancer: A Systematic Review

por Jethanandani, Amit, Lin, Timothy A., Volpe, Stefania, Elhalawani, Hesham, Mohamed, Abdallah S. R., Yang, Pei, Fuller, Clifton D.
Publicado 2018

Real-world applications of deep convolutional neural networks in diagnostic cancer imaging

por Elhalawani, Hesham, Yang, Pei, Abazeed, Mohamed, Shah, Chirag, Mohamed, Abdallah S. R., Thomas, Charles R., Fuller, Clifton D., Thompson, Reid F.
Publicado 2020

Dynamics-Adapted Radiotherapy Dose (DARD) for Head and Neck Cancer Radiotherapy Dose Personalization

por Zahid, Mohammad U., Mohamed, Abdallah S. R., Caudell, Jimmy J., Harrison, Louis B., Fuller, Clifton D., Moros, Eduardo G., Enderling, Heiko
Publicado 2021

Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad

por Tardini, Elisa, Zhang, Xinhua, Canahuate, Guadalupe, Wentzel, Andrew, Mohamed, Abdallah S R, Van Dijk, Lisanne, Fuller, Clifton D, Marai, G Elisabeta
Publicado 2022

Clustering of Largely Right-Censored Oropharyngeal Head and Neck Cancer Patients for Discriminative Groupings to Improve Outcome Prediction

por Tosado, Joel, Zdilar, Luka, Elhalawani, Hesham, Elgohari, Baher, Vock, David M., Marai, G. Elisabeta, Fuller, Clifton, Mohamed, Abdallah S. R., Canahuate, Guadalupe
Publicado 2020

Ultra‐small superparamagnetic iron oxide (USPIO) magnetic resonance imaging in benign mixed tumor of the parotid gland

por Johnson, Jason M., Mohamed, Abdallah S. R., Ding, Yao, Wang, Jihong, Lai, Stephen Y., Fuller, Clifton D., Shah, Rutvij, Butler, Randall T., Weber, Randal S.
Publicado 2020

Magnetic Resonance Imaging of Glucose Uptake and Metabolism in Patients with Head and Neck Cancer

por Wang, Jihong, Weygand, Joseph, Hwang, Ken-Pin, Mohamed, Abdallah S. R., Ding, Yao, Fuller, Clifton D., Lai, Stephen Y., Frank, Steven J., Zhou, Jinyuan
Publicado 2016

Forecasting Individual Patient Response to Radiation Therapy in Head and Neck Cancer With a Dynamic Carrying Capacity Model

por Zahid, Mohammad U., Mohsin, Nuverah, Mohamed, Abdallah S.R., Caudell, Jimmy J., Harrison, Louis B., Fuller, Clifton D., Moros, Eduardo G., Enderling, Heiko
Publicado 2021

Artificial Intelligence for Radiation Oncology Applications Using Public Datasets

por Wahid, Kareem A., Glerean, Enrico, Sahlsten, Jaakko, Jaskari, Joel, Kaski, Kimmo, Naser, Mohamed A., He, Renjie, Mohamed, Abdallah S.R., Fuller, Clifton D.
Publicado 2022

Automatic registration of 2D MR cine images for swallowing motion estimation

por Yang, Jinzhong, Mohamed, Abdallah S. R., Bahig, Houda, Ding, Yao, Wang, Jihong, Ng, Sweet Ping, Lai, Stephen, Miller, Austin, Hutcheson, Kate A., Fuller, Clifton Dave
Publicado 2020

An algorithm for thoracic re-irradiation using biologically effective dose: a common language on how to treat in a “no-treat zone”

por Brooks, Eric D., Wang, Xiaochun, De, Brian, Verma, Vivek, Williamson, Tyler D., Hunter, Rachel, Mohamed, Abdallah S. R., Ning, Matthew S., Zhang, Xiaodong, Chang, Joe Y.
Publicado 2022

Cluster-Based Toxicity Estimation of Osteoradionecrosis via Unsupervised Machine Learning: Moving Beyond Single Dose-Parameter Normal Tissue Complication Probability by Using Whole...

por Hosseinian, Seyedmohammadhossein, Hemmati, Mehdi, Dede, Cem, Salzillo, Travis C., van Dijk, Lisanne V., Mohamed, Abdallah S. R., Lai, Stephen Y., Schaefer, Andrew J., Fuller, Clifton D.
Publicado 2023

Multi-organ spatial stratification of 3-D dose distributions improves risk prediction of long-term self-reported severe symptoms in oropharyngeal cancer patients receiving radiothe...

por Wentzel, Andrew, Mohamed, Abdallah S. R., Naser, Mohamed A., van Dijk, Lisanne V., Hutcheson, Katherine, Moreno, Amy M., Fuller, Clifton D., Canahuate, Guadalupe, Marai, G. Elisabeta
Publicado 2023

Normal Tissue Complication Probability (NTCP) Prediction Model for Osteoradionecrosis of the Mandible in Patients With Head and Neck Cancer After Radiation Therapy: Large-Scale Obs...

por van Dijk, Lisanne V., Abusaif, Abdelrahman A., Rigert, Jillian, Naser, Mohamed A., Hutcheson, Katherine A., Lai, Stephen Y., Fuller, Clifton D., Mohamed, Abdallah S.R.
Publicado 2021

Veterans Affairs Insurance Disparities for Metastatic Lung Cancer in the Hawaiian Islands

por Lin, John Q., Li, Shirley Q., Pezzi, Todd A., Mohamed, Abdallah S.R., Fuller, Clifton D., Chen, Aileen B., Minsky, Bruce D., Schwartz, David L., Hernandez, Brenda Y., Chun, Stephen G.
Publicado 2020

Methodology for analysis and reporting patterns of failure in the Era of IMRT: head and neck cancer applications

por Mohamed, Abdallah S. R., Rosenthal, David I., Awan, Musaddiq J., Garden, Adam S., Kocak-Uzel, Esengul, Belal, Abdelaziz M., El-Gowily, Ahmed G., Phan, Jack, Beadle, Beth M., Gunn, G. Brandon, Fuller, Clifton D.
Publicado 2016

PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines

por Kiser, Kendall J., Ahmed, Sara, Stieb, Sonja, Mohamed, Abdallah S. R., Elhalawani, Hesham, Park, Peter Y. S., Doyle, Nathan S., Wang, Brandon J., Barman, Arko, Li, Zhao, Zheng, W. Jim, Fuller, Clifton D., Giancardo, Luca
Publicado 2020

Three-Dimensional Evaluation of Isodose Radiation Volumes in Cases of Severe Mandibular Osteoradionecrosis for the Prediction of Recurrence after Segmental Resection

por Glas, Haye H., Kraeima, Joep, Tribius, Silke, Leusink, Frank K. J., Rendenbach, Carsten, Heiland, Max, Stromberger, Carmen, Rashad, Ashkan, Fuller, Clifton D., Mohamed, Abdallah S. R., Lai, Stephen Y., Witjes, Max J. H.
Publicado 2022

Optimized decision support for selection of transoral robotic surgery or (chemo)radiation therapy based on posttreatment swallowing toxicity

por Hemmati, Mehdi, Barbon, Carly, Mohamed, Abdallah S. R., van Dijk, Lisanne V., Moreno, Amy C., Gross, Neil D., Goepfert, Ryan P., Lai, Stephen Y., Hutcheson, Katherine A., Schaefer, Andrew J., Fuller, Clifton D.
Publicado 2022