Quantifying Glioblastoma Drug Response Dynamics Incorporating Treatment Sensitivity and Blood Brain Barrier Penetrance From Experimental Data by Susan Christine Massey, Javier C. Urcuyo, Bianca Maria Marin, Jann N. Sarkaria, Kristin R. Swanson, Kristin R. Swanson, Kristin R. Swanson

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Shape matters: morphological metrics of glioblastoma imaging abnormalities as biomarkers of prognosis by Lee Curtin, Paula Whitmire, Haylye White, Kamila M. Bond, Maciej M. Mrugala, Leland S. Hu, Kristin R. Swanson

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An image-based modeling framework for predicting spatiotemporal brain cancer biology within individual patients by Kamila M. Bond, Kamila M. Bond, Lee Curtin, Sara Ranjbar, Ariana E. Afshari, Leland S. Hu, Leland S. Hu, Joshua B. Rubin, Kristin R. Swanson

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Toward patient-specific, biologically optimized radiation therapy plans for the treatment of glioblastoma. by David Corwin, Clay Holdsworth, Russell C Rockne, Andrew D Trister, Maciej M Mrugala, Jason K Rockhill, Robert D Stewart, Mark Phillips, Kristin R Swanson

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Assessment of Prognostic Value of Cystic Features in Glioblastoma Relative to Sex and Treatment With Standard-of-Care by Lee Curtin, Paula Whitmire, Cassandra R. Rickertsen, Gina L. Mazza, Peter Canoll, Sandra K. Johnston, Sandra K. Johnston, Maciej M. Mrugala, Kristin R. Swanson, Leland S. Hu

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A spatial model of tumor-host interaction: Application of chemotherapy by Peter Hinow, Philip Gerlee, Lisa J. McCawley, Vito Quaranta, Madalina Ciobanu, Shizhen Wang, Jason M. Graham, Bruce P. Ayati, Jonathan Claridge, Kristin R. Swanson, Mary Loveless, Alexander R. A. Anderson

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Advanced MRI Protocols to Discriminate Glioma From Treatment Effects: State of the Art and Future Directions by Dania G. Malik, Tanya J. Rath, Javier C. Urcuyo Acevedo, Peter D. Canoll, Kristin R. Swanson, Jerrold L. Boxerman, C. Chad Quarles, Kathleen M. Schmainda, Terry C. Burns, Leland S. Hu, Leland S. Hu

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From cells to tissue: How cell scale heterogeneity impacts glioblastoma growth and treatment response. by Jill A Gallaher, Susan C Massey, Andrea Hawkins-Daarud, Sonal S Noticewala, Russell C Rockne, Sandra K Johnston, Luis Gonzalez-Cuyar, Joseph Juliano, Orlando Gil, Kristin R Swanson, Peter Canoll, Alexander R A Anderson

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Discriminating survival outcomes in patients with glioblastoma using a simulation-based, patient-specific response metric. by Maxwell Lewis Neal, Andrew D Trister, Tyler Cloke, Rita Sodt, Sunyoung Ahn, Anne L Baldock, Carly A Bridge, Albert Lai, Timothy F Cloughesy, Maciej M Mrugala, Jason K Rockhill, Russell C Rockne, Kristin R Swanson

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Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma. by Susan Christine Massey, Haylye White, Paula Whitmire, Tatum Doyle, Sandra K Johnston, Kyle W Singleton, Pamela R Jackson, Andrea Hawkins-Daarud, Bernard R Bendok, Alyx B Porter, Sujay Vora, Jann N Sarkaria, Leland S Hu, Maciej M Mrugala, Kristin R Swanson

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Biologically informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post treatment glioblastoma by Hairong Wang, Michael G. Argenziano, Hyunsoo Yoon, Deborah Boyett, Akshay Save, Petros Petridis, William Savage, Pamela Jackson, Andrea Hawkins-Daarud, Nhan Tran, Leland Hu, Kyle W. Singleton, Lisa Paulson, Osama Al Dalahmah, Jeffrey N. Bruce, Jack Grinband, Kristin R. Swanson, Peter Canoll, Jing Li

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Patient-specific metrics of invasiveness reveal significant prognostic benefit of resection in a predictable subset of gliomas. by Anne L Baldock, Sunyoung Ahn, Russell Rockne, Sandra Johnston, Maxwell Neal, David Corwin, Kamala Clark-Swanson, Greg Sterin, Andrew D Trister, Hani Malone, Victoria Ebiana, Adam M Sonabend, Maciej Mrugala, Jason K Rockhill, Daniel L Silbergeld, Albert Lai, Timothy Cloughesy, Guy M McKhann, Jeffrey N Bruce, Robert C Rostomily, Peter Canoll, Kristin R Swanson

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Multi-Parametric MRI and Texture Analysis to Visualize Spatial Histologic Heterogeneity and Tumor Extent in Glioblastoma. by Leland S Hu, Shuluo Ning, Jennifer M Eschbacher, Nathan Gaw, Amylou C Dueck, Kris A Smith, Peter Nakaji, Jonathan Plasencia, Sara Ranjbar, Stephen J Price, Nhan Tran, Joseph Loftus, Robert Jenkins, Brian P O'Neill, William Elmquist, Leslie C Baxter, Fei Gao, David Frakes, John P Karis, Christine Zwart, Kristin R Swanson, Jann Sarkaria, Teresa Wu, J Ross Mitchell, Jing Li

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Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm. by Lujia Wang, Hairong Wang, Fulvio D'Angelo, Lee Curtin, Christopher P Sereduk, Gustavo De Leon, Kyle W Singleton, Javier Urcuyo, Andrea Hawkins-Daarud, Pamela R Jackson, Chandan Krishna, Richard S Zimmerman, Devi P Patra, Bernard R Bendok, Kris A Smith, Peter Nakaji, Kliment Donev, Leslie C Baxter, Maciej M Mrugała, Michele Ceccarelli, Antonio Iavarone, Kristin R Swanson, Nhan L Tran, Leland S Hu, Jing Li

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Uncertainty quantification in the radiogenomics modeling of EGFR amplification in glioblastoma by Leland S. Hu, Lujia Wang, Andrea Hawkins-Daarud, Jennifer M. Eschbacher, Kyle W. Singleton, Pamela R. Jackson, Kamala Clark-Swanson, Christopher P. Sereduk, Sen Peng, Panwen Wang, Junwen Wang, Leslie C. Baxter, Kris A. Smith, Gina L. Mazza, Ashley M. Stokes, Bernard R. Bendok, Richard S. Zimmerman, Chandan Krishna, Alyx B. Porter, Maciej M. Mrugala, Joseph M. Hoxworth, Teresa Wu, Nhan L. Tran, Kristin R. Swanson, Jing Li

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Sex-specific impact of patterns of imageable tumor growth on survival of primary glioblastoma patients by Paula Whitmire, Cassandra R. Rickertsen, Andrea Hawkins-Daarud, Eduardo Carrasco, Julia Lorence, Gustavo De Leon, Lee Curtin, Spencer Bayless, Kamala Clark-Swanson, Noah C. Peeri, Christina Corpuz, Christine Paula Lewis-de los Angeles, Bernard R. Bendok, Luis Gonzalez-Cuyar, Sujay Vora, Maciej M. Mrugala, Leland S. Hu, Lei Wang, Alyx Porter, Priya Kumthekar, Sandra K. Johnston, Kathleen M. Egan, Robert Gatenby, Peter Canoll, Joshua B. Rubin, Kristin R. Swanson

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Integrated mapping of pharmacokinetics and pharmacodynamics in a patient-derived xenograft model of glioblastoma by Elizabeth C. Randall, Kristina B. Emdal, Janice K. Laramy, Minjee Kim, Alison Roos, David Calligaris, Michael S. Regan, Shiv K. Gupta, Ann C. Mladek, Brett L. Carlson, Aaron J. Johnson, Fa-Ke Lu, X. Sunney Xie, Brian A. Joughin, Raven J. Reddy, Sen Peng, Walid M. Abdelmoula, Pamela R. Jackson, Aarti Kolluri, Katherine A. Kellersberger, Jeffrey N. Agar, Douglas A. Lauffenburger, Kristin R. Swanson, Nhan L. Tran, William F. Elmquist, Forest M. White, Jann N. Sarkaria, Nathalie Y. R. Agar

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Image-localized biopsy mapping of brain tumor heterogeneity: A single-center study protocol. by Javier C Urcuyo, Lee Curtin, Jazlynn M Langworthy, Gustavo De Leon, Barrett Anderies, Kyle W Singleton, Andrea Hawkins-Daarud, Pamela R Jackson, Kamila M Bond, Sara Ranjbar, Yvette Lassiter-Morris, Kamala R Clark-Swanson, Lisa E Paulson, Chris Sereduk, Maciej M Mrugala, Alyx B Porter, Leslie Baxter, Marcela Salomao, Kliment Donev, Miles Hudson, Jenna Meyer, Qazi Zeeshan, Mithun Sattur, Devi P Patra, Breck A Jones, Rudy J Rahme, Matthew T Neal, Naresh Patel, Pelagia Kouloumberis, Ali H Turkmani, Mark Lyons, Chandan Krishna, Richard S Zimmerman, Bernard R Bendok, Nhan L Tran, Leland S Hu, Kristin R Swanson

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Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures by Leland S. Hu, Fulvio D’Angelo, Taylor M. Weiskittel, Francesca P. Caruso, Shannon P. Fortin Ensign, Mylan R. Blomquist, Matthew J. Flick, Lujia Wang, Christopher P. Sereduk, Kevin Meng-Lin, Gustavo De Leon, Ashley Nespodzany, Javier C. Urcuyo, Ashlyn C Gonzales, Lee Curtin, Erika M. Lewis, Kyle W. Singleton, Timothy Dondlinger, Aliya Anil, Natenael B. Semmineh, Teresa Noviello, Reyna A. Patel, Panwen Wang, Junwen Wang, Jennifer M. Eschbacher, Andrea Hawkins-Daarud, Pamela R. Jackson, Itamar S. Grunfeld, Christian Elrod, Gina L. Mazza, Sam C. McGee, Lisa Paulson, Kamala Clark-Swanson, Yvette Lassiter-Morris, Kris A. Smith, Peter Nakaji, Bernard R. Bendok, Richard S. Zimmerman, Chandan Krishna, Devi P. Patra, Naresh P. Patel, Mark Lyons, Matthew Neal, Kliment Donev, Maciej M. Mrugala, Alyx B. Porter, Scott C. Beeman, Todd R. Jensen, Kathleen M. Schmainda, Yuxiang Zhou, Leslie C. Baxter, Christopher L. Plaisier, Jing Li, Hu Li, Anna Lasorella, C. Chad Quarles, Kristin R. Swanson, Michele Ceccarelli, Antonio Iavarone, Nhan L. Tran

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