Oropharyngeal cancer patient stratification using random forest based-learning over high-dimensional radiomic features
Patel, Harsh, Vock, David M, Marai, G Elisabeta, Fuller, Clifton D, Mohamed, Abdallah S R, Canahuate, Guadalupe
Published in Scientific reports (07.07.2021)
Published in Scientific reports (07.07.2021)
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Journal Article
Ten simple rules to create biological network figures for communication
Marai, G Elisabeta, Pinaud, Bruno, Bühler, Katja, Lex, Alexander, Morris, John H
Published in PLoS computational biology (01.09.2019)
Published in PLoS computational biology (01.09.2019)
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Journal Article
Clustering of Largely Right-Censored Oropharyngeal Head and Neck Cancer Patients for Discriminative Groupings to Improve Outcome Prediction
Tosado, Joel, Zdilar, Luka, Elhalawani, Hesham, Elgohari, Baher, Vock, David M, Marai, G Elisabeta, Fuller, Clifton, Mohamed, Abdallah S R, Canahuate, Guadalupe
Published in Scientific reports (02.03.2020)
Published in Scientific reports (02.03.2020)
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Journal Article
Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas
Canahuate, Guadalupe, Wentzel, Andrew, Mohamed, Abdallah S.R., van Dijk, Lisanne V., Vock, David M., Elgohari, Baher, Elhalawani, Hesham, Fuller, Clifton D., Marai, G. Elisabeta
Published in Oral oncology (01.09.2023)
Published in Oral oncology (01.09.2023)
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Journal Article
Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas
Wentzel, Andrew, Luciani, Timothy, van Dijk, Lisanne V., Taku, Nicolette, Elgohari, Baher, Mohamed, Abdallah S.R., Canahuate, Guadalupe, Fuller, Clifton D., Vock, David M., Elisabeta Marai, G.
Published in Radiotherapy and oncology (01.08.2021)
Published in Radiotherapy and oncology (01.08.2021)
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Journal Article
Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad
Tardini, Elisa, Zhang, Xinhua, Canahuate, Guadalupe, Wentzel, Andrew, Mohamed, Abdallah S R, Van Dijk, Lisanne, Fuller, Clifton D, Marai, G Elisabeta
Published in Journal of medical Internet research (20.04.2022)
Published in Journal of medical Internet research (20.04.2022)
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Journal Article
Investigation of radiomic signatures for local recurrence using primary tumor texture analysis in oropharyngeal head and neck cancer patients
Elhalawani, Hesham, Kanwar, Aasheesh, Mohamed, Abdallah S. R., White, Aubrey, Zafereo, James, Wong, Andrew, Berends, Joel, Abohashem, Shady, Williams, Bowman, Aymard, Jeremy M., Perni, Subha, Messer, Jay, Warren, Ben, Youssef, Bassem, Yang, Pei, Meheissen, Mohamed A. M., Kamal, Mona, Elgohari, Baher, Ger, Rachel B., Cardenas, Carlos E., Fave, Xenia, Zhang, Lifei, Mackin, Dennis, Marai, G. Elisabeta, Vock, David M., Canahuate, Guadalupe M., Lai, Stephen Y., Gunn, G. Brandon, Garden, Adam S., Rosenthal, David I., Court, Laurence, Fuller, Clifton D.
Published in Scientific reports (24.01.2018)
Published in Scientific reports (24.01.2018)
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Journal Article
Multi-organ spatial stratification of 3-D dose distributions improves risk prediction of long-term self-reported severe symptoms in oropharyngeal cancer patients receiving radiotherapy: development of a pre-treatment decision support tool
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
Published in Frontiers in oncology (08.08.2023)
Published in Frontiers in oncology (08.08.2023)
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Journal Article
Activity-Centered Domain Characterization for Problem-Driven Scientific Visualization
Marai, G. Elisabeta
Published in IEEE transactions on visualization and computer graphics (01.01.2018)
Published in IEEE transactions on visualization and computer graphics (01.01.2018)
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Journal Article
Visual Analysis of a Smart City’s Energy Consumption
Trelles Trabucco, Juan, Lee, Dongwoo, Derrible, Sybil, Marai, G. Elisabeta
Published in Multimodal technologies and interaction (01.06.2019)
Published in Multimodal technologies and interaction (01.06.2019)
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Journal Article
Evaluating the Effect of Right-Censored End Point Transformation for Radiomic Feature Selection of Data From Patients With Oropharyngeal Cancer
Zdilar, Luka, Vock, David M, Marai, G Elisabeta, Fuller, Clifton D, Mohamed, Abdallah S R, Elhalawani, Hesham, Elgohari, Baher Ahmed, Tiras, Carly, Miller, Austin, Canahuate, Guadalupe
Published in JCO clinical cancer informatics (01.12.2018)
Published in JCO clinical cancer informatics (01.12.2018)
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Journal Article
Hierarchical model-based tracking of cervical vertebrae from dynamic biplane radiographs
Haque, Md. Abedul, Anderst, William, Tashman, Scott, Marai, G. Elisabeta
Published in Medical engineering & physics (01.07.2013)
Published in Medical engineering & physics (01.07.2013)
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Journal Article
Details-First, Show Context, Overview Last: Supporting Exploration of Viscous Fingers in Large-Scale Ensemble Simulations
Luciani, Timothy, Burks, Andrew, Sugiyama, Cassiano, Komperda, Jonathan, Marai, G. Elisabeta
Published in IEEE transactions on visualization and computer graphics (01.01.2019)
Published in IEEE transactions on visualization and computer graphics (01.01.2019)
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Journal Article
User perspective and higher cognitive task-loads influence movement and performance in immersive training environments
Trabucco, Juan Trelles, Rottigni, Andrea, Cavallo, Marco, Bailey, Daniel, Patton, James, Marai, G Elisabeta
Published in BMC biomedical engineering (2019)
Published in BMC biomedical engineering (2019)
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Journal Article
Effects of distal radius malunion on distal radioulnar joint mechanics-an in vivo study
Crisco, Joseph J., Moore, Douglas C., Marai, G. Elisabeta, Laidlaw, David H., Akelman, Edward, Weiss, Arnold-Peter C., Wolfe, Scott W.
Published in Journal of orthopaedic research (01.04.2007)
Published in Journal of orthopaedic research (01.04.2007)
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Journal Article
A prospective in silico analysis of interdisciplinary and interobserver spatial variability in post-operative target delineation of high-risk oral cavity cancers: Does physician specialty matter?
Ng, Sweet Ping, Dyer, Brandon A., Kalpathy-Cramer, Jayashree, Mohamed, Abdallah Sherif Radwan, Awan, Musaddiq J., Gunn, G. Brandon, Phan, Jack, Zafereo, Mark, Debnam, J. Matthew, Lewis, Carol M., Colen, Rivka R., Kupferman, Michael E., Guha-Thakurta, Nandita, Canahuate, Guadalupe, Marai, G. Elisabeta, Vock, David, Hamilton, Bronwyn, Holland, John, Cardenas, Carlos E., Lai, Stephen, Rosenthal, David, Fuller, Clifton David
Published in Clinical and translational radiation oncology (01.08.2018)
Published in Clinical and translational radiation oncology (01.08.2018)
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Journal Article
Utilizing image and caption information for biomedical document classification
Li, Pengyuan, Jiang, Xiangying, Zhang, Gongbo, Trabucco, Juan Trelles, Raciti, Daniela, Smith, Cynthia, Ringwald, Martin, Marai, G Elisabeta, Arighi, Cecilia, Shatkay, Hagit
Published in Bioinformatics (12.07.2021)
Published in Bioinformatics (12.07.2021)
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Journal Article