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Works (11)

DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer

IEEE Transactions on Visualization and Computer Graphics
2025-01 | Journal article
Contributors: Andrew Wentzel; Serageldin Attia; Xinhua Zhang; Guadalupe Canahuate; Clifton David Fuller; G. Elisabeta Marai
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BI‐LAVA: Biocuration With Hierarchical Image Labelling Through Active Learning and Visual Analytics

Computer Graphics Forum
2024-10 | Journal article
Contributors: Juan Trelles; Andrew Wentzel; William Berrios; Hagit Shatkay; G. Elisabeta Marai
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MOTIV: Visual Exploration of Moral Framing in Social Media

Computer Graphics Forum
2024-09 | Journal article
Contributors: A. Wentzel; L. Levine; V. Dhariwal; Z. Fatemi; A. Bhattacharya; B. Di Eugenio; A. Rojecki; E. Zheleva; G.E. Marai
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Mandibular dose-volume predicts time-to-osteoradionecrosis in an actuarial normal-tissue complication probability (NTCP) model: External validation of right-censored clinico-dosimetric and competing risk application across international multi-institutional observational cohorts and online graphical user interface clinical support tool assessment

2024-08-20 | Preprint
Contributors: Laia Humbert-Vidan; Serageldin Kamel; Andrew Wentzel; Zaphanlene Kaffey; Moamen Abdelaal; Kyle B. Spier; Natalie A. West; G. Elisabeta Marai; Guadalupe Canahuate; Xinhua Zhang et al.
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Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas

Oral Oncology
2023-09 | Journal article
Contributors: Guadalupe Canahuate; Andrew Wentzel; Abdallah S.R. Mohamed; Lisanne V. van Dijk; David M. Vock; Baher Elgohari; Hesham Elhalawani; Clifton D. Fuller; G. Elisabeta Marai
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DASS Good: Explainable Data Mining of Spatial Cohort Data

Computer Graphics Forum
2023-06 | Journal article
Contributors: A. Wentzel; C. Floricel; G. Canahuate; M.A. Naser; A.S. Mohamed; CD. Fuller; L. van Dijk; G.E. Marai
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Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad

Journal of Medical Internet Research
2022-04-20 | Journal article
Contributors: Elisa Tardini; Xinhua Zhang; Guadalupe Canahuate; Andrew Wentzel; Abdallah S R Mohamed; Lisanne Van Dijk; Clifton D Fuller; G Elisabeta Marai
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Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas

Radiotherapy and Oncology
2021-08 | Journal article
Contributors: Andrew Wentzel; Timothy Luciani; Lisanne V. van Dijk; Nicolette Taku; Baher Elgohari; Abdallah S.R. Mohamed; Guadalupe Canahuate; Clifton D. Fuller; David M. Vock; G. Elisabeta Marai
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Crossref

Optimal policy determination in sequential systemic and locoregional therapy of oropharyngeal squamous carcinomas: A patient-physician digital twin dyad with deep Q-learning for treatment selection

2021-04-10 | Preprint
Contributors: Elisa Tardini; Xinhua Zhang; Guadalupe Canahuate; Andrew Wentzel; Abdallah S. R. Mohamed; Lisanne Van Dijk; Clifton D. Fuller; G. Elisabeta Marai
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Crossref

Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad (Preprint)

2021-04-07 | Preprint
Contributors: Elisa Tardini; Xinhua Zhang; Guadalupe Canahuate; Andrew Wentzel; Abdallah S R Mohamed; Lisanne Van Dijk; Clifton D Fuller; G Elisabeta Marai
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Crossref

Precision association of lymphatic disease spread with radiation-associated toxicity in oropharyngeal squamous carcinomas

2020-08-31 | Preprint
Contributors: Andrew Wentzel; Timothy Luciani; Lisanne V. van Dijk; Nicolette Taku; Baher Elgohari; Abdallah S. R. Mohamed; Guadalupe Canahuate; Clifton D. Fuller; David M. Vock; G. Elisabeta Marai
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Crossref