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Tardini, E., Zhang, X., Canahuate, G., Wentzel, A., Mohamed, A.S.R., Van Dijk, L., Fuller, C.D., Marai, G.E.
A digital twin dyad with deep Q-learning in head and neck cancer treatment Fourth ISC Workshop on HPC Applications in Precision Medicine June 18, 2021 |
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Wentzel, A., Luciani, T., van Dijk, L., Taku, N., Elgohari, B., Mohamed, A.S.R., Canahuate, G., Fuller, C.D., Vock, D., Marai, G.E.
Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas Radiotherapy and Oncology, vol 161, Elsevier, pp. 152–158 June 11, 2021 |
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Floricel, C., Wentzel, A., Kumar, N., Nipu, N., Canahuate, G., Dijk, L.V., Marai, G.E.
Visualizing Symptom Development During Head and Neck Cancer Treatment IEEE VIS 2020 Poster October 25, 2020 |
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Wentzel, A., Canahuate, G., van Dijk, L., Mohamed, A., Fuller, C.D., Marai, G.E.
Explainable Spatial Clustering: Leveraging Spatial Data in Radiation Oncology IEEE VIS 2020 Short Papers, Visualizing Machine Learning October 25, 2020 |
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Wentzel,A., Hanula, P., Van Dijk, L.V., Mohamed, A.S., Elgohari, B., Cardenas, C., Fuller, C.D., Vock, D., Canahuate, G., Marai, G.E.
Precision toxicity correlates of tumor spatial proximity to organs at risk in cancer patients receiving intensity-modulated radiotherapy Radiotherapy and Oncology, vol 148, Elsevier, pp. 245-251 July 1, 2020 |
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Tosado, J., Zdilar, L., Elhalawani, H., Elgohari, B., Vock, D., Marai, G.E., Fuller, C.DMohamed, A.S., Canahuate, G.
Clustering of Largely Right-Censored Oropharyngeal Head and Neck Cancer Patients for Discriminative Groupings to Improve Outcome Prediction Scientific Reports March 2, 2020 |
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Luciani, T., Wentzel,A., Elgohari, B., Elhalawani, H., Mohamed, A.S., Canahuate, G., Vock, D.M., Fuller, C.D., Marai, G.E.
A Spatial Neighborhood Methodology for Computing and Analyzing Lymph Node Carcinoma Similarity in Precision Medicine Journal of Biomedical Informatics, vol 5 March 1, 2020 |
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Wentzel, A., Elgohari, B., Hanula, P., Luciani, T., Elhalawani, H., Cardenas, C.E., Edwards, B., Mohamed, A.S., Canahuate, G., Vock, D., Fuller, C.D., Marai, G.E.
Cohort-Based Spatial Similarity Can Predict Radiotherapy Dose Distribution ASTRO Annual Meeting of the American Society for Radiation Oncology, Chicago, IL, pp. 1-2 September 15, 2019 |
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Luciani,T., Elgohari, B., Elhalawani, H., Mohamed, A.S., Canahuate, G., Vock, D., Fuller, C.D., Marai, G.E.
Correlating Toxicity Outcomes with Spatial Patterns of Lymph Node Metastasis for Oropharyngeal Cancer Patients ASTRO Annual Meeting of the American Society for Radiation Oncology, Chicago, IL September 15, 2019 |
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Christopherson, Ghosh, Mohamed, Kamal Jomaa, Gunn, Marai, Canahuate, El Halawani, Vock, Kalpathy-Cramer,, Dale, Messer, Garden, Frank, Lewin, Lai, Morrison, Phan, Gross, Ferrarotto, Weber, Rosenthal, Hutcheson, Fuller
Chronic Radiation-Associated Dysphagia in Oropharyngeal Cancer Survivors: Towards Age-Adjusted Dose Constraints for Deglutitive Muscles Clinical and Translational Radiation Oncology, vol 18, pp. 16-22 September 1, 2019 |
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Wentzel, A., Hanula, P., Luciani, T,, Elgohary, B., Canahuate. G., Vock, D., Fuller, C.D., Marai, G.E.
Cohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration IEEE Transactions on Visualization and Computer Graphics, IEEE Vis 2019, pp. 1-11 August 22, 2019 |
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Zdilar, L., Vock, D., Marai, G.E., Fuller, C.D., Mohamed, A.S.R., Elhalawani, H., Elgohari, B., Canahuate, G.
Evaluating the Effect of Right-Censored End Point Transformation for Radiomic Feature Selection of Data From Patients With Oropharyngeal Cancer JCO Clinical Cancer Informatics, no 2, pp. 1-19 November 28, 2018 |
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Ng,S., Dyer,B., Kalpathy-Cramer,J., Mohamed,A., Awan,M., Gunn,G., Phan,J., Zafereo,M., Debnam,J., Lewis,C., Colen,R., Kupferman,M., Guha-Thakurta,N., Canahuate,G., Marai,G., Vock,D., Hamilton,B., Holland, J., Cardenas,C., Lai,S., Rosenthal,D., Fuller,C.
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? Clinical and Translational Radiation Oncology, no 12, Elsevier, pp. 40-46 August 2, 2018 |
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Marai, G.E., Ma, C., Burks, A., Pellolio, F., Canahuate, G., Vock, D., Mohamed, A.S.R., Fuller, C.D.
Precision Risk Analysis of Cancer Therapy with Interactive Nomograms and Survival Plots IEEE Transactions on Visualization and Computer Graphics, vol 14, pp. 1-13 August 1, 2018 |
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Elhalawani, H., Mohamed, A., Volpe, V., Yang, P., Campbell, S., Granberry, R., Ger, R., Fave, X., Zhang, L., Marai, GE, Vock, DM, Canahuate, GM, Macking, D., Court, L., Gunn, GB, Rao, A., Fuller, CD
A Composite Clinical/Serially-derived Parotid Gland Radiomics-based Model can be Correlated with Post-RT Xerostomia at 6 months in Oropharyngeal Cancer Patients Treated with Image-Guided Radiation Therapy ESTRO 2018, pp. 1-3 April 20, 2018 |
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Elhalawani, H., Mohamed, A., Volpe, V., Yang, P., Campbell, S., Granberry, R., Ger, R., Fave, X., Zhang, L., Marai, GE, Vock, DM, Canahuate, GM, Macking, D., Court, L., Gunn, GB, Rao, A., Fuller, CD
A Combination of Serial Tumor Radiomics Features and key clinical attributes can predict the response of Head & Neck Cancers Treated with Image-Guided Radiation Therapy ESTRO 2018, pp. 1-3 April 20, 2018 |
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AboHashem, S., Aymard, J., Berends, J., Campbell, S., Canahuate, G., Cooksey, L., Ding, Y., Elhalawani, H., Freymann, JFarahani, K., Fuller, C.D, Kanwar, A., Kalpathy-Cramer, J., Lai, S., Marai, G.E., Mohamed, A.S.R., Ng, S.P., Perni, S., Rock, C., Vock , D., White, A.
Investigation of radiomics-based signature for local recurrence using primary tumor texture analysis in oropharyngeal head and neck cancer patients Nature Scientific Reports 8: 1524 January 24, 2018 |
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Elhalawani, H., Mohamed, A., Volpe, V., Yang, P., Campbell, S., Granberry, R., Ger, R., Fave, X., Zhang, L., Marai, GE, Vock, DM, Canahuate, GM, Macking, D., Court, L., Gunn, GB, Rao, A., Fuller, CD
Normal Tissue Radiomic Feature Kinetics in Oropharygeal Cancers Treated with Image-Guided Radiation Therapy: Assessment of Parotid Glands Textural Changes on Daily Non-contrast CT RSNA 2017, Scientific Reports November 26, 2017 |
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Elhalawani,H., Mohamed,A., White,A., Zafereo,J., Wong, A., Berends,J., AboHashem,S., Williams,B., Aymard, J., Kanwar,A., Perni,S., Rock,C., Cooksey,L., Campbell,S., Ding, Y., Lai,S., Marai,L., Vock,D., Canahuate,G., Freymann,J., Farahani,K., Kalpathy-Cramer,J., Fuller, D.
Matched computed tomography segmentation and demographic data for oropharyngeal cancer radiomics challenges Nature Scientific Data 4 : 170077 | DOI: 10 . 1038 /sdata. 2017 . 77 July 4, 2017 |
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Kanwar, A., Mohamed, A., Court, L., Zhang, L., Marai, G.E, Canahuate, G., Lee, J.Perni, A., Messer, J., Pham, B., Youssef, B., Vock, D., Rao, A., Kalpathy-Cramer, J., Gunn, G., Rosenthal, D., Fuller, D.
Development of a Predictive Quantitative Contrast Computed Tomography-Based Feature (Radiomics) Profile for Local Recurrence in Oropharyngeal Cancers International Journal of Radiation Oncology, Biology, Physics 96(2):S191, vol 96, no 2, pp. S191 October 1, 2016 |
