The Role of Machine Learning in Knowledge-Based Response-Adapted Radiotherapy

por Tseng, Huan-Hsin, Luo, Yi, Ten Haken, Randall K., El Naqa, Issam
Publicado 2018

MRI to delineate the gross tumor volume of nasopharyngeal cancers: which sequences and planes should be used?

por Popovtzer, Aron, Ibrahim, Mohannad, Tatro, Daniel, Feng, Felix Y., Ten Haken, Randall K., Eisbruch, Avraham
Publicado 2014

Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling

por Luo, Yi, Tseng, Huan-Hsin, Cui, Sunan, Wei, Lise, Ten Haken, Randall K., El Naqa, Issam
Publicado 2019

Big Data in Designing Clinical Trials: Opportunities and Challenges

por Mayo, Charles S., Matuszak, Martha M., Schipper, Matthew J., Jolly, Shruti, Hayman, James A., Ten Haken, Randall K.
Publicado 2017

Current status and future developments in predicting outcomes in radiation oncology

por Niraula, Dipesh, Cui, Sunan, Pakela, Julia, Wei, Lise, Luo, Yi, Ten Haken, Randall K, El Naqa, Issam
Publicado 2022

Monte Carlo‐based lung cancer treatment planning incorporating PET‐defined target volumes

por Chetty, Indrin J., Fernando, Shaneli, Kessler, Marc L., Mcshan, Daniel L., Brooks, Cassandra, Ten Haken, Randall K., (Spring) Kong, Feng‐Ming
Publicado 2005

A model combining age, equivalent uniform dose and IL-8 may predict radiation esophagitis in patients with non-small cell lung cancer

por Wang, Shulian, Campbell, Jeff, Stenmark, Matthew H., Stanton, Paul, Zhao, Jing, Matuszak, Martha M., Ten Haken, Randall K., Kong, Feng-Ming
Publicado 2018

A human-in-the-loop based Bayesian network approach to improve imbalanced radiation outcomes prediction for hepatocellular cancer patients with stereotactic body radiotherapy

por Luo, Yi, Cuneo, Kyle C., Lawrence, Theodore S., Matuszak, Martha M., Dawson, Laura A., Niraula, Dipesh, Ten Haken, Randall K., El Naqa, Issam
Publicado 2022

Priority-driven plan optimization in locally advanced lung patients based on perfusion SPECT imaging

por Matuszak, Martha M., Matrosic, Charles, Jarema, David, McShan, Daniel L., Stenmark, Matthew H., Owen, Dawn, Jolly, Shruti, Kong, Feng-Ming (Spring), Ten Haken, Randall K.
Publicado 2016

Timing and intensity of changes in FDG uptake with symptomatic esophagitis during radiotherapy or chemo-radiotherapy

por Yuan, Shuanghu Tiger, Brown, Richard KJ, Zhao, Lujun, Ten Haken, Randall K, Gross, Milton, Cease, Kemp B, Schipper, Matt, Stanton, Paul, Yu, Jinming, Kong, Feng-Ming Spring
Publicado 2014

A clinical decision support system for AI-assisted decision-making in response-adaptive radiotherapy (ARCliDS)

por Niraula, Dipesh, Sun, Wenbo, Jin, Jionghua, Dinov, Ivo D., Cuneo, Kyle, Jamaluddin, Jamalina, Matuszak, Martha M., Luo, Yi, Lawrence, Theodore S., Jolly, Shruti, Ten Haken, Randall K., El Naqa, Issam
Publicado 2023

TNFR1 and the TNFα axis as a targetable mediator of liver injury from stereotactic body radiation therapy

por Cousins, Matthew M., Morris, Emily, Maurino, Christopher, Devasia, Theresa P., Karnak, David, Ray, Dipankar, Parikh, Neehar D., Owen, Dawn, Ten Haken, Randall K., Schipper, Matthew J., Lawrence, Theodore S., Cuneo, Kyle C.
Publicado 2020

Prediction of Radiation Esophagitis in Non–Small Cell Lung Cancer Using Clinical Factors, Dosimetric Parameters, and Pretreatment Cytokine Levels()()

por Hawkins, Peter G., Boonstra, Philip S., Hobson, Stephen T., Hayman, James A., Ten Haken, Randall K., Matuszak, Martha M., Stanton, Paul, Kalemkerian, Gregory P., Lawrence, Theodore S., Schipper, Matthew J., Kong, Feng-Ming (Spring), Jolly, Shruti
Publicado 2017

Investigating the SPECT Dose-Function Metrics Associated With Radiation-Induced Lung Toxicity Risk in Patients With Non-small Cell Lung Cancer Undergoing Radiation Therapy

por Owen, Daniel R., Sun, Yilun, Boonstra, Philip S., McFarlane, Matthew, Viglianti, Benjamin L., Balter, James M., El Naqa, Issam, Schipper, Matthew J., Schonewolf, Caitlin A., Ten Haken, Randall K., Kong, Feng-Ming S., Jolly, Shruti, Matuszak, Martha M.
Publicado 2021

Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries

por Jochems, Arthur, Deist, Timo M., El Naqa, Issam, Kessler, Marc, Mayo, Chuck, Reeves, Jackson, Jolly, Shruti, Matuszak, Martha, Ten Haken, Randall, van Soest, Johan, Oberije, Cary, Faivre-Finn, Corinne, Price, Gareth, de Ruysscher, Dirk, Lambin, Philippe, Dekker, Andre
Publicado 2017

The big data effort in radiation oncology: Data mining or data farming?

por Mayo, Charles S., Kessler, Marc L., Eisbruch, Avraham, Weyburne, Grant, Feng, Mary, Hayman, James A., Jolly, Shruti, El Naqa, Issam, Moran, Jean M., Matuszak, Martha M., Anderson, Carlos J., Holevinski, Lynn P., McShan, Daniel L., Merkel, Sue M., Machnak, Sherry L., Lawrence, Theodore S., Ten Haken, Randall K.
Publicado 2016