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Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine learning algorithm.
Wang L, Wang H, D'Angelo F, Curtin L, Sereduk CP, Leon G, Singleton KW, Urcuyo J, Hawkins-Daarud A, Jackson PR, Krishna C, Zimmerman RS, Patra DP, Bendok BR, Smith KA, Nakaji P, Donev K, Baxter LC, Mrugała MM, Ceccarelli M, Iavarone A, Swanson KR, Tran NL, Hu LS, Li J. Wang L, et al. Among authors: mrugala mm. PLoS One. 2024 Apr 3;19(4):e0299267. doi: 10.1371/journal.pone.0299267. eCollection 2024. PLoS One. 2024. PMID: 38568950 Free PMC article.
Accurate Patient-Specific Machine Learning Models of Glioblastoma Invasion Using Transfer Learning.
Hu LS, Yoon H, Eschbacher JM, Baxter LC, Dueck AC, Nespodzany A, Smith KA, Nakaji P, Xu Y, Wang L, Karis JP, Hawkins-Daarud AJ, Singleton KW, Jackson PR, Anderies BJ, Bendok BR, Zimmerman RS, Quarles C, Porter-Umphrey AB, Mrugala MM, Sharma A, Hoxworth JM, Sattur MG, Sanai N, Koulemberis PE, Krishna C, Mitchell JR, Wu T, Tran NL, Swanson KR, Li J. Hu LS, et al. Among authors: mrugala mm. AJNR Am J Neuroradiol. 2019 Mar;40(3):418-425. doi: 10.3174/ajnr.A5981. Epub 2019 Feb 28. AJNR Am J Neuroradiol. 2019. PMID: 30819771 Free PMC article.
Integrated molecular and multiparametric MRI mapping of high-grade glioma identifies regional biologic signatures.
Hu LS, D'Angelo F, Weiskittel TM, Caruso FP, Fortin Ensign SP, Blomquist MR, Flick MJ, Wang L, Sereduk CP, Meng-Lin K, De Leon G, Nespodzany A, Urcuyo JC, Gonzales AC, Curtin L, Lewis EM, Singleton KW, Dondlinger T, Anil A, Semmineh NB, Noviello T, Patel RA, Wang P, Wang J, Eschbacher JM, Hawkins-Daarud A, Jackson PR, Grunfeld IS, Elrod C, Mazza GL, McGee SC, Paulson L, Clark-Swanson K, Lassiter-Morris Y, Smith KA, Nakaji P, Bendok BR, Zimmerman RS, Krishna C, Patra DP, Patel NP, Lyons M, Neal M, Donev K, Mrugala MM, Porter AB, Beeman SC, Jensen TR, Schmainda KM, Zhou Y, Baxter LC, Plaisier CL, Li J, Li H, Lasorella A, Quarles CC, Swanson KR, Ceccarelli M, Iavarone A, Tran NL. Hu LS, et al. Among authors: mrugala mm. Nat Commun. 2023 Sep 28;14(1):6066. doi: 10.1038/s41467-023-41559-1. Nat Commun. 2023. PMID: 37770427 Free PMC article.
Image-localized biopsy mapping of brain tumor heterogeneity: A single-center study protocol.
Urcuyo JC, Curtin L, Langworthy JM, De Leon G, Anderies B, Singleton KW, Hawkins-Daarud A, Jackson PR, Bond KM, Ranjbar S, Lassiter-Morris Y, Clark-Swanson KR, Paulson LE, Sereduk C, Mrugala MM, Porter AB, Baxter L, Salomao M, Donev K, Hudson M, Meyer J, Zeeshan Q, Sattur M, Patra DP, Jones BA, Rahme RJ, Neal MT, Patel N, Kouloumberis P, Turkmani AH, Lyons M, Krishna C, Zimmerman RS, Bendok BR, Tran NL, Hu LS, Swanson KR. Urcuyo JC, et al. Among authors: mrugala mm. PLoS One. 2023 Dec 20;18(12):e0287767. doi: 10.1371/journal.pone.0287767. eCollection 2023. PLoS One. 2023. PMID: 38117803 Free PMC article.
Performance of Standardized Relative CBV for Quantifying Regional Histologic Tumor Burden in Recurrent High-Grade Glioma: Comparison against Normalized Relative CBV Using Image-Localized Stereotactic Biopsies.
Hoxworth JM, Eschbacher JM, Gonzales AC, Singleton KW, Leon GD, Smith KA, Stokes AM, Zhou Y, Mazza GL, Porter AB, Mrugala MM, Zimmerman RS, Bendok BR, Patra DP, Krishna C, Boxerman JL, Baxter LC, Swanson KR, Quarles CC, Schmainda KM, Hu LS. Hoxworth JM, et al. Among authors: mrugala mm. AJNR Am J Neuroradiol. 2020 Mar;41(3):408-415. doi: 10.3174/ajnr.A6486. Epub 2020 Mar 12. AJNR Am J Neuroradiol. 2020. PMID: 32165359 Free PMC article.
From patient-specific mathematical neuro-oncology to precision medicine.
Baldock AL, Rockne RC, Boone AD, Neal ML, Hawkins-Daarud A, Corwin DM, Bridge CA, Guyman LA, Trister AD, Mrugala MM, Rockhill JK, Swanson KR. Baldock AL, et al. Among authors: mrugala mm. Front Oncol. 2013 Apr 2;3:62. doi: 10.3389/fonc.2013.00062. eCollection 2013. Front Oncol. 2013. PMID: 23565501 Free PMC article.
ReNeu: A Pivotal, Phase IIb Trial of Mirdametinib in Adults and Children With Symptomatic Neurofibromatosis Type 1-Associated Plexiform Neurofibroma.
Moertel CL, Hirbe AC, Shuhaiber HH, Bielamowicz K, Sidhu A, Viskochil D, Weber MD, Lokku A, Smith LM, Foreman NK, Hajjar FM, McNall-Knapp RY, Weintraub L, Antony R, Franson AT, Meade J, Schiff D, Walbert T, Ambady P, Bota DA, Campen CJ, Kaur G, Klesse LJ, Maraka S, Moots PL, Nevel K, Bornhorst M, Aguilar-Bonilla A, Chagnon S, Dalvi N, Gupta P, Khatib Z, Metrock LK, Nghiemphu PL, Roberts RD, Robison NJ, Sadighi Z, Stapleton S, Babovic-Vuksanovic D, Gershon TR; ReNeu Trial Investigators; ReNeu Study Investigators. Moertel CL, et al. J Clin Oncol. 2024 Nov 8:JCO2401034. doi: 10.1200/JCO.24.01034. Online ahead of print. J Clin Oncol. 2024. PMID: 39514826
88 results