Radiomic biomarkers of tumor immune biology and immunotherapy response

por Wang, Jarey H., Wahid, Kareem A., van Dijk, Lisanne V., Farahani, Keyvan, Thompson, Reid F., Fuller, Clifton David
Publicado 2021

Auto-detection and segmentation of involved lymph nodes in HPV-associated oropharyngeal cancer using a convolutional deep learning neural network

por Taku, Nicolette, Wahid, Kareem A., van Dijk, Lisanne V., Sahlsten, Jaakko, Jaskari, Joel, Kaski, Kimmo, Fuller, Clifton D., Naser, Mohamed A.
Publicado 2022

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

Segmentation stability of human head and neck cancer medical images for radiotherapy applications under de-identification conditions: Benchmarking data sharing and artificial intel...

por Sahlsten, Jaakko, Wahid, Kareem A., Glerean, Enrico, Jaskari, Joel, Naser, Mohamed A., He, Renjie, Kann, Benjamin H., Mäkitie, Antti, Fuller, Clifton D., Kaski, Kimmo
Publicado 2023

Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation...

por Sahlsten, Jaakko, Jaskari, Joel, Wahid, Kareem A., Ahmed, Sara, Glerean, Enrico, He, Renjie, Kann, Benjamin H., Mäkitie, Antti, Fuller, Clifton D., Naser, Mohamed A., Kaski, Kimmo
Publicado 2023

MR-Guided Adaptive Radiotherapy for OAR Sparing in Head and Neck Cancers

por Mulder, Samuel L., Heukelom, Jolien, McDonald, Brigid A., Van Dijk, Lisanne, Wahid, Kareem A., Sanders, Keith, Salzillo, Travis C., Hemmati, Mehdi, Schaefer, Andrew, Fuller, Clifton D.
Publicado 2022

Evolving Horizons in Radiotherapy Auto-Contouring: Distilling Insights, Embracing Data-Centric Frameworks, and Moving Beyond Geometric Quantification

por Wahid, Kareem A., Cardenas, Carlos E., Marquez, Barbara, Netherton, Tucker J., Kann, Benjamin H., Court, Laurence E., He, Renjie, Naser, Mohamed A., Moreno, Amy C., Fuller, Clifton D., Fuentes, David
Publicado 2023

E pluribus unum: prospective acceptability benchmarking from the Contouring Collaborative for Consensus in Radiation Oncology crowdsourced initiative for multiobserver segmentation

por Lin, Diana, Wahid, Kareem A., Nelms, Benjamin E., He, Renjie, Naser, Mohammed A., Duke, Simon, Sherer, Michael V., Christodouleas, John P., Mohamed, Abdallah S. R., Cislo, Michael, Murphy, James D., Fuller, Clifton D., Gillespie, Erin F.
Publicado 2023

Muscle and adipose tissue segmentations at the third cervical vertebral level in patients with head and neck cancer

por Wahid, Kareem A., Olson, Brennan, Jain, Rishab, Grossberg, Aaron J., El-Habashy, Dina, Dede, Cem, Salama, Vivian, Abobakr, Moamen, Mohamed, Abdallah S. R., He, Renjie, Jaskari, Joel, Sahlsten, Jaakko, Kaski, Kimmo, Fuller, Clifton D., Naser, Mohamed A.
Publicado 2022

Deep learning auto-segmentation of cervical skeletal muscle for sarcopenia analysis in patients with head and neck cancer

por Naser, Mohamed A., Wahid, Kareem A., Grossberg, Aaron J., Olson, Brennan, Jain, Rishab, El-Habashy, Dina, Dede, Cem, Salama, Vivian, Abobakr, Moamen, Mohamed, Abdallah S. R., He, Renjie, Jaskari, Joel, Sahlsten, Jaakko, Kaski, Kimmo, Fuller, Clifton D.
Publicado 2022

Large scale crowdsourced radiotherapy segmentations across a variety of cancer anatomic sites

por Wahid, Kareem A., Lin, Diana, Sahin, Onur, Cislo, Michael, Nelms, Benjamin E., He, Renjie, Naser, Mohammed A., Duke, Simon, Sherer, Michael V., Christodouleas, John P., Mohamed, Abdallah S. R., Murphy, James D., Fuller, Clifton D., Gillespie, Erin F.
Publicado 2023

Weekly Intra-Treatment Diffusion Weighted Imaging Dataset for Head and Neck Cancer Patients Undergoing MR-linac Treatment

por El-Habashy, Dina M, Wahid, Kareem A, Renjie, He, McDonald, Brigid, Mulder, Samuel J., Ding, Yao, Salzillo, Travis, Stephen, Lai, Christodouleas, John, Dresner, Alex, Wang, Jihong, Naser, Mohamed A, Fuller, Clifton D, Mohamed, Abdallah Sherif Radwan
Publicado 2023

Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging r...

por Wahid, Kareem A., Ahmed, Sara, He, Renjie, van Dijk, Lisanne V., Teuwen, Jonas, McDonald, Brigid A., Salama, Vivian, Mohamed, Abdallah S.R., Salzillo, Travis, Dede, Cem, Taku, Nicolette, Lai, Stephen Y., Fuller, Clifton D., Naser, Mohamed A.
Publicado 2021

Deep-learning-based generation of synthetic 6-minute MRI from 2-minute MRI for use in head and neck cancer radiotherapy

por Wahid, Kareem A., Xu, Jiaofeng, El-Habashy, Dina, Khamis, Yomna, Abobakr, Moamen, McDonald, Brigid, O’ Connell, Nicolette, Thill, Daniel, Ahmed, Sara, Sharafi, Christina Setareh, Preston, Kathryn, Salzillo, Travis C., Mohamed, Abdallah S. R., He, Renjie, Cho, Nathan, Christodouleas, John, Fuller, Clifton D., Naser, Mohamed A.
Publicado 2022

Determining The Role Of Radiation Oncologist Demographic Factors On Segmentation Quality: Insights From A Crowd-Sourced Challenge Using Bayesian Estimation

por Wahid, Kareem A., Sahin, Onur, Kundu, Suprateek, Lin, Diana, Alanis, Anthony, Tehami, Salik, Kamel, Serageldin, Duke, Simon, Sherer, Michael V., Rasmussen, Mathis, Korreman, Stine, Fuentes, David, Cislo, Michael, Nelms, Benjamin E., Christodouleas, John P., Murphy, James D., Mohamed, Abdallah S. R., He, Renjie, Naser, Mohammed A., Gillespie, Erin F., Fuller, Clifton D.
Publicado 2023

Intensity standardization methods in magnetic resonance imaging of head and neck cancer

por Wahid, Kareem A., He, Renjie, McDonald, Brigid A., Anderson, Brian M., Salzillo, Travis, Mulder, Sam, Wang, Jarey, Sharafi, Christina Setareh, McCoy, Lance A., Naser, Mohamed A., Ahmed, Sara, Sanders, Keith L., Mohamed, Abdallah S.R., Ding, Yao, Wang, Jihong, Hutcheson, Kate, Lai, Stephen Y., Fuller, Clifton D., van Dijk, Lisanne V.
Publicado 2021

16461 Comparison of voxel intensity standardization methods in head and neck cancer magnetic resonance imaging

por Wahid, Kareem A., He, Renjie, McDonald, Brigid A., Anderson, Brian M., Salzillo, Travis, Mulder, Sam, Wang, Jarey, Sharafi, Christina Setareh, McCoy, Lance A., Naser, Mohamed A., Ahmed, Sara, Sanders, Keith L., Mohamed, Abdallah S.R., Ding, Yao, Wang, Jihong, Hutcheson, Kate, Lai, Stephen Y., Fuller, Clifton D., van Dijk, Lisanne V.
Publicado 2021

Fully-automated sarcopenia assessment in head and neck cancer: development and external validation of a deep learning pipeline

por Ye, Zezhong, Saraf, Anurag, Ravipati, Yashwanth, Hoebers, Frank, Zha, Yining, Zapaishchykova, Anna, Likitlersuang, Jirapat, Tishler, Roy B., Schoenfeld, Jonathan D., Margalit, Danielle N., Haddad, Robert I., Mak, Raymond H., Naser, Mohamed, Wahid, Kareem A., Sahlsten, Jaakko, Jaskari, Joel, Kaski, Kimmo, Mäkitie, Antti A., Fuller, Clifton D., Aerts, Hugo J.W.L., Kann, Benjamin H.
Publicado 2023

Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer

por Ye, Zezhong, Saraf, Anurag, Ravipati, Yashwanth, Hoebers, Frank, Catalano, Paul J., Zha, Yining, Zapaishchykova, Anna, Likitlersuang, Jirapat, Guthier, Christian, Tishler, Roy B., Schoenfeld, Jonathan D., Margalit, Danielle N., Haddad, Robert I., Mak, Raymond H., Naser, Mohamed, Wahid, Kareem A., Sahlsten, Jaakko, Jaskari, Joel, Kaski, Kimmo, Mäkitie, Antti A., Fuller, Clifton D., Aerts, Hugo J. W. L., Kann, Benjamin H.
Publicado 2023

Longitudinal diffusion and volumetric kinetics of head and neck cancer magnetic resonance on a 1.5T MR-Linear accelerator hybrid system: A prospective R-IDEAL Stage 2a imaging biom...

por El-Habashy, Dina M, Wahid, Kareem A, He, Renjie, McDonald, Brigid, Rigert, Jillian, Mulder, Samuel J., Lim, Tze Yee, Wang, Xin, Yang, Jinzhong, Ding, Yao, Naser, Mohamed A, Ng, Sweet Ping, Bahig, Houda, Salzillo, Travis C, Preston, Kathryn E, Abobakr, Moamen, Shehata, Mohamed A, Elkhouly, Enas A, Alagizy, Hagar A, Hegazy, Amira H, Mohammadseid, Mustefa, Terhaard, Chris, Philippens, Marielle, Rosenthal, David I., Wang, Jihong, Lai, Stephen Y., Dresner, Alex, Christodouleas, John C., Mohamed, Abdallah Sherif Radwan, Fuller, Clifton D
Publicado 2023