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Distinct Phenotypic Clusters of Glioblastoma Growth and Response Kinetics Predict Survival.
Rayfield CA, Grady F, De Leon G, Rockne R, Carrasco E, Jackson P, Vora M, Johnston SK, Hawkins-Daarud A, Clark-Swanson KR, Whitmire S, Gamez ME, Porter A, Hu L, Gonzalez-Cuyar L, Bendok B, Vora S, Swanson KR. Rayfield CA, et al. Among authors: jackson p. JCO Clin Cancer Inform. 2018 Dec;2:1-14. doi: 10.1200/CCI.17.00080. JCO Clin Cancer Inform. 2018. PMID: 30652553 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: jackson pr. 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.
Multiparameter MRI Predictors of Long-Term Survival in Glioblastoma Multiforme.
Stringfield O, Arrington JA, Johnston SK, Rognin NG, Peeri NC, Balagurunathan Y, Jackson PR, Clark-Swanson KR, Swanson KR, Egan KM, Gatenby RA, Raghunand N. Stringfield O, et al. Tomography. 2019 Mar;5(1):135-144. doi: 10.18383/j.tom.2018.00052. Tomography. 2019. PMID: 30854451 Free PMC article.
Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI.
Gaw N, Hawkins-Daarud A, Hu LS, Yoon H, Wang L, Xu Y, Jackson PR, Singleton KW, Baxter LC, Eschbacher J, Gonzales A, Nespodzany A, Smith K, Nakaji P, Mitchell JR, Wu T, Swanson KR, Li J. Gaw N, et al. Among authors: jackson pr. Sci Rep. 2019 Jul 11;9(1):10063. doi: 10.1038/s41598-019-46296-4. Sci Rep. 2019. PMID: 31296889 Free PMC article.
ENvironmental Dynamics Underlying Responsive Extreme Survivors (ENDURES) of Glioblastoma: A Multidisciplinary Team-based, Multifactorial Analytical Approach.
Johnston SK, Whitmire P, Massey SC, Kumthekar P, Porter AB, Raghunand N, Gonzalez-Cuyar LF, Mrugala MM, Hawkins-Daarud A, Jackson PR, Hu LS, Sarkaria JN, Wang L, Gatenby RA, Egan KM, Canoll P, Swanson KR; ENDURES consortium. Johnston SK, et al. Among authors: jackson pr. Am J Clin Oncol. 2019 Aug;42(8):655-661. doi: 10.1097/COC.0000000000000564. Am J Clin Oncol. 2019. PMID: 31343422 Free PMC article. Review.
Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma.
Massey SC, White H, Whitmire P, Doyle T, Johnston SK, Singleton KW, Jackson PR, Hawkins-Daarud A, Bendok BR, Porter AB, Vora S, Sarkaria JN, Hu LS, Mrugala MM, Swanson KR. Massey SC, et al. Among authors: jackson pr. PLoS One. 2020 Mar 27;15(3):e0230492. doi: 10.1371/journal.pone.0230492. eCollection 2020. PLoS One. 2020. PMID: 32218600 Free PMC article. Clinical Trial.
Uncertainty quantification in the radiogenomics modeling of EGFR amplification in glioblastoma.
Hu LS, Wang L, Hawkins-Daarud A, Eschbacher JM, Singleton KW, Jackson PR, Clark-Swanson K, Sereduk CP, Peng S, Wang P, Wang J, Baxter LC, Smith KA, Mazza GL, Stokes AM, Bendok BR, Zimmerman RS, Krishna C, Porter AB, Mrugala MM, Hoxworth JM, Wu T, Tran NL, Swanson KR, Li J. Hu LS, et al. Among authors: jackson pr. Sci Rep. 2021 Feb 16;11(1):3932. doi: 10.1038/s41598-021-83141-z. Sci Rep. 2021. PMID: 33594116 Free PMC article.
2,471 results