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Botto, F., Canhuate, G., Zhang, X., Fuller, C.D., Marai, G.E.
FlavorCharter: Development of a Smartphone App for Quantifying Food Flavor Workshop on Computational Gastronomy: Data Science for Food and Cooking (CoGamy) at the International Conference on Data Mining (ICDM) 2025, Washington, DC, pp. 1-7 November 12, 2025 |
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Nipu, N., van Dijk, L., Canahuate, G., Fuller, C.D., Marai, G.E.
Lessons from the Development and Deployment of an Interactive Oncological Risk Estimator VAHC 2025 (16th workshop on Visual Analytics in Healthcare), in conjunction with IEEE VIS 2025, Vienna, Austria, pp. 1-7 November 2, 2025 |
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Anyimadu, E. A., Wang, Y., Floricel, C., Kamel, S., Fuller, C. D., Zhang, X., Marai, G. E., Canahuate, G. M.
PRO-Based Stratification Improves Model Prediction for Toxicity and Survival of Head and Neck Cancer Patients IEEE Journal of Biomedical and Health Informatics, vol 29, no 2, pp. 807-814 February 25, 2025 |
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Wentzel, A.
Visual Computing Design for Explainable, Spatially-aware Machine Learning Submitted as partial fulfillment of the requirements for the degree of Doctor of Philosophy in Computer Science, Graduate College of the University of Illinois Chicago December 2, 2024 |
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Anyimadu, E. A., Fuller, C. D., Zhang, X., Marai, G. E., Canahuate, G.
Collaborative Filtering for the Imputation of Patient Reported Outcomes 35th Database and Expert Systems Applications Conference (DEXA 2024), Naples, Italy, pp. 231 – 248 August 18, 2024 |
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Wentzel, A., Attia, S., Zhang, X., Canahuate, G., Fuller, C.D., Marai. G.E.
DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer IEEE Trans. Vis. Comp. Graphics, pp. 1-11 July 18, 2024 |
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Floricel, C., Wentzel, A., Mohamed, A., Fuller, C.D., Canahuate, G., Marai, G.E.
Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining IEEE Trans. Vis. Comp. Graphics, VIS 2023, pp. 1-11 October 22, 2023 |
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Wentzel, A., Mohamed, A.S.R., Naser, M.A., Van Dijk, L.V., Hutcheson, K., Moreno, A.M., Fuller, C.D., Canahuate, G., Marai, G.E.
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. Frontiers in Oncology July 17, 2023 |
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Canahuate, G., Wentzel, A, Mohamed, A.S.R., van Dijk, L.V., Vock, D.M., Elgohari, B., Elhalawani, H., Fuller, C.D, Marai, G.E.
Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas Oral Oncology, vol 144, www.elsevier.com/locate/oraloncology, Elsevier Ltd. June 28, 2023 |
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van Dijk, LV, Mohamed, ASR, Ahmed, S, Nipu, N, Marai, GE, Wahid, K, Sijtsema, NM, Gunn, B, Garden, AS, Moreno, A, Hope, AJ, Langendijk, JA, Fuller, CD
Head and Neck Cancer Predictive Risk Estimator to Determine Control and Therapeutic Outcomes of Radiotherapy (HNCPREDICTOR) European Journal of Cancer, Elsevier, Science Direct October 21, 2022 |
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Srabanti, S., Tran,M., Achim, V., Fuller, D., Canahuate, G., Miranda, F., Marai, G.E.
A Tale of Two Centers: Visual Exploration of Health Disparities in Cancer Care 2022 IEEE 15th Pacific Visualization Symposium (PacificVis), IEEE Xplore April 11, 2022 |
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Wang, Y., Canahuate, G., Van Dijk, L., Mohamed, A.S.R., Fuller, C.D., Zhang, X., Marai, G.E.
Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes 25th International Database Engineering & Applications Symposium (IDEAS 2021), Montreal, QC, Canada, pp. 273–279 July 14, 2021 |
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Patel, H., Vock, D., Marai, G.E., Fuller, C.D., Mohamed, A.S.R., Canahuate, G.
Oropharyngeal cancer patient stratification using random forest based‑learning over high‑dimensional radiomic features Scientific Reports 2021, vol 11 July 7, 2021 |
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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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Biggs,M., Floricel, C., Van Dijk, L., Mohamed, A.S.R., Fuller, D., Marai G.E., Zhang, X., Canahuate, G.
Identifying Symptom Clusters Through Association Rule Mining International Conference on Artificial Intelligence in Medicine (AIME 2021), vol 12721, Springer, Cham, pp. 491-496 June 8, 2021 |
