Big Data Analytics for Prostate Radiotherapy

por Coates, James, Souhami, Luis, El Naqa, Issam
Publicado 2016

Editorial: Machine Learning With Radiation Oncology Big Data

por Deng, Jun, El Naqa, Issam, Xing, Lei
Publicado 2018

Current status of Radiomics for cancer management: Challenges versus opportunities for clinical practice

por Li, Hua, El Naqa, Issam, Rong, Yi
Publicado 2020

Radiomic and radiogenomic modeling for radiotherapy: strategies, pitfalls, and challenges

por Coates, James T. T., Pirovano, Giacomo, El Naqa, Issam
Publicado 2021

Machine learning in radiation oncology: theory and applications

por El Naqa, Issam, Li, Ruijiang, Murphy, Martin J
Publicado 2015

In silico trials of combination immuno-radiation for unresectable hepatocellular carcinoma

por Mendiratta-Lala, Mishal, El Naqa, Issam, Owen, Dawn
Publicado 2023

The role of artificial intelligence in hastening time to recruitment in clinical trials

por Ismail, Abdalah, Al-Zoubi, Talha, El Naqa, Issam, Saeed, Hina
Publicado 2023

Comparative methods for PET image segmentation in pharyngolaryngeal squamous cell carcinoma

por Zaidi, Habib, Abdoli, Mehrsima, Fuentes, Carolina Llina, El Naqa, Issam M.
Publicado 2012

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

Tumor response prediction in (90)Y radioembolization with PET-based radiomics features and absorbed dose metrics

por Wei, Lise, Cui, Can, Xu, Jiarui, Kaza, Ravi, El Naqa, Issam, Dewaraja, Yuni K.
Publicado 2020

Bioinformatics Methods for Learning Radiation-Induced Lung Inflammation from Heterogeneous Retrospective and Prospective Data

por Spencer, Sarah J., Almiron Bonnin, Damian, Deasy, Joseph O., Bradley, Jeffrey D., El Naqa, Issam
Publicado 2009

Automatic recognition and analysis of metal streak artifacts in head and neck computed tomography for radiomics modeling

por Wei, Lise, Rosen, Benjamin, Vallières, Martin, Chotchutipan, Thong, Mierzwa, Michelle, Eisbruch, Avraham, El Naqa, Issam
Publicado 2019

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

Lessons learned in transitioning to AI in the medical imaging of COVID-19

por El Naqa, Issam, Li, Hui, Fuhrman, Jordan, Hu, Qiyuan, Gorre, Naveena, Chen, Weijie, Giger, Maryellen L.
Publicado 2021

Interpretable artificial intelligence in radiology and radiation oncology

por Cui, Sunan, Traverso, Alberto, Niraula, Dipesh, Zou, Jiaren, Luo, Yi, Owen, Dawn, El Naqa, Issam, Wei, Lise
Publicado 2023

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

Tracking of Mesenchymal Stem Cells with Fluorescence Endomicroscopy Imaging in Radiotherapy-Induced Lung Injury

por Perez, Jessica R., Ybarra, Norma, Chagnon, Frederic, Serban, Monica, Lee, Sangkyu, Seuntjens, Jan, Lesur, Olivier, El Naqa, Issam
Publicado 2017

National Cancer Institute Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation

por Kang, John, Thompson, Reid F., Aneja, Sanjay, Lehman, Constance, Trister, Andrew, Zou, James, Obcemea, Ceferino, El Naqa, Issam
Publicado 2021

Comparison of quantitative and qualitative scoring approaches for radiation-induced pulmonary fibrosis as applied to a preliminary investigation into the efficacy of mesenchymal st...

por Wang, Li Ming, Jung, Sungmi, Serban, Monica, Chatterjee, Avishek, Lee, Sangkyu, Jeyaseelan, Krishinima, El Naqa, Issam, Seuntjens, Jan, Ybarra, Norma
Publicado 2021

Investigating the role of functional imaging in the management of soft-tissue sarcomas of the extremities

por Vallières, Martin, Serban, Monica, Benzyane, Ibtissam, Ahmed, Zaki, Xing, Shu, El Naqa, Issam, Levesque, Ives R., Seuntjens, Jan, Freeman, Carolyn R.
Publicado 2018