Oropharyngeal cancer patient stratification using random forest based-learning over high-dimensional radiomic features von Patel, Harsh, Vock, David M., Marai, G. Elisabeta, Fuller, Clifton D., Mohamed, Abdallah S. R., Canahuate, Guadalupe

Volltext

Alveolus analysis: a web browser-based tool to analyze lung intravital microscopy von Politowicz, Alexander L, Burks, Andrew T, Dong, Yushen, Htwe, Yu Maw, Dudek, Steven M, Elisabeta Marai, G, Belvitch, Patrick

Volltext

Ten simple rules to create biological network figures for communication von Marai, G Elisabeta, Pinaud, Bruno, Bühler, Katja, Lex, Alexander, Morris, John H

Volltext

Clustering of Largely Right-Censored Oropharyngeal Head and Neck Cancer Patients for Discriminative Groupings to Improve Outcome Prediction von Tosado, Joel, Zdilar, Luka, Elhalawani, Hesham, Elgohari, Baher, Vock, David M., Marai, G. Elisabeta, Fuller, Clifton, Mohamed, Abdallah S. R., Canahuate, Guadalupe

Volltext

Spatially-aware clustering improves AJCC-8 risk stratification performance in oropharyngeal carcinomas von 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

Volltext

Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad von Tardini, Elisa, Zhang, Xinhua, Canahuate, Guadalupe, Wentzel, Andrew, Mohamed, Abdallah S R, Van Dijk, Lisanne, Fuller, Clifton D, Marai, G Elisabeta

Volltext

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

Volltext

Activity-Centered Domain Characterization for Problem-Driven Scientific Visualization von Marai, G. Elisabeta

Volltext

Investigation of radiomic signatures for local recurrence using primary tumor texture analysis in oropharyngeal head and neck cancer patients von 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.

Volltext

Multi-organ spatial stratification of 3-D dose distributions improves risk prediction of long-term self-reported severe symptoms in oropharyngeal cancer patients receiving radiothe... von 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

Volltext

Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges von Elhalawani, Hesham, Lin, Timothy A, Volpe, Stefania, Mohamed, Abdallah S R, White, Aubrey L, Zafereo, James, Wong, Andrew J, Berends, Joel E, AboHashem, Shady, Williams, Bowman, Aymard, Jeremy M, Kanwar, Aasheesh, Perni, Subha, Rock, Crosby D, Cooksey, Luke, Campbell, Shauna, Yang, Pei, Nguyen, Khahn, Ger, Rachel B, Cardenas, Carlos E, Fave, Xenia J, Sansone, Carlo, Piantadosi, Gabriele, Marrone, Stefano, Liu, Rongjie, Huang, Chao, Yu, Kaixian, Li, Tengfei, Yu, Yang, Zhang, Youyi, Zhu, Hongtu, Morris, Jeffrey S, Baladandayuthapani, Veerabhadran, Shumway, John W, Ghosh, Alakonanda, Pöhlmann, Andrei, Phoulady, Hady A, Goyal, Vibhas, Canahuate, Guadalupe, Marai, G Elisabeta, Vock, David, Lai, Stephen Y, Mackin, Dennis S, Court, Laurence E, Freymann, John, Farahani, Keyvan, Kaplathy-Cramer, Jayashree, Fuller, Clifton D

Volltext

Details-First, Show Context, Overview Last: Supporting Exploration of Viscous Fingers in Large-Scale Ensemble Simulations von Luciani, Timothy, Burks, Andrew, Sugiyama, Cassiano, Komperda, Jonathan, Marai, G. Elisabeta

Volltext

Visual Analysis of a Smart City’s Energy Consumption von Trelles Trabucco, Juan, Lee, Dongwoo, Derrible, Sybil, Marai, G. Elisabeta

Volltext

Visual Analysis and Detection of Contrails in Aircraft Engine Simulations von Nipu, Nafiul, Floricel, Carla, Naghashzadeh, Negar, Paoli, Roberto, Marai, G. Elisabeta

Volltext

DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer von Wentzel, Andrew, Attia, Serageldin, Zhang, Xinhua, Canahuate, Guadalupe, Fuller, Clifton David, Marai, G. Elisabeta

Volltext

THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy von Floricel, Carla, Nipu, Nafiul, Biggs, Mikayla, Wentzel, Andrew, Canahuate, Guadalupe, Van Dijk, Lisanne, Mohamed, Abdallah, Fuller, C.David, Marai, G.Elisabeta

Volltext

RemBrain: Exploring Dynamic Biospatial Networks with Mosaic Matrices and Mirror Glyphs von Ma, Chihua, Pellolio, Filippo, Llano, Daniel A., Stebbings, Kevin Ambrose, Kenyon, Robert V., Marai, G. Elisabeta

Volltext

Hierarchical model-based tracking of cervical vertebrae from dynamic biplane radiographs von Haque, Md. Abedul, Anderst, William, Tashman, Scott, Marai, G. Elisabeta

Volltext

Utilizing image and caption information for biomedical document classification von Li, Pengyuan, Jiang, Xiangying, Zhang, Gongbo, Trabucco, Juan Trelles, Raciti, Daniela, Smith, Cynthia, Ringwald, Martin, Marai, G Elisabeta, Arighi, Cecilia, Shatkay, Hagit

Volltext

Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining von Floricel, Carla, Wentzel, Andrew, Mohamed, Abdallah, Fuller, C.David, Canahuate, Guadalupe, Marai, G.Elisabeta

Volltext