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Deep neural network to locate and segment brain tumors outperformed the expert technicians who created the training data.
Mitchell JR, Kamnitsas K, Singleton KW, Whitmire SA, Clark-Swanson KR, Ranjbar S, Rickertsen CR, Johnston SK, Egan KM, Rollison DE, Arrington J, Krecke KN, Passe TJ, Verdoorn JT, Nagelschneider AA, Carr CM, Port JD, Patton A, Campeau NG, Liebo GB, Eckel LJ, Wood CP, Hunt CH, Vibhute P, Nelson KD, Hoxworth JM, Patel AC, Chong BW, Ross JS, Boxerman JL, Vogelbaum MA, Hu LS, Glocker B, Swanson KR. Mitchell JR, et al. Among authors: johnston sk. J Med Imaging (Bellingham). 2020 Sep;7(5):055501. doi: 10.1117/1.JMI.7.5.055501. Epub 2020 Oct 16. J Med Imaging (Bellingham). 2020. PMID: 33102623 Free PMC article.
Days gained response discriminates treatment response in patients with recurrent glioblastoma receiving bevacizumab-based therapies.
Singleton KW, Porter AB, Hu LS, Johnston SK, Bond KM, Rickertsen CR, De Leon G, Whitmire SA, Clark-Swanson KR, Mrugala MM, Swanson KR. Singleton KW, et al. Among authors: johnston sk. Neurooncol Adv. 2020 Jul 9;2(1):vdaa085. doi: 10.1093/noajnl/vdaa085. eCollection 2020 Jan-Dec. Neurooncol Adv. 2020. PMID: 32864609 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. Among authors: johnston sk. Tomography. 2019 Mar;5(1):135-144. doi: 10.18383/j.tom.2018.00052. Tomography. 2019. PMID: 30854451 Free PMC article.
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: johnston sk. 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.
Sex-specific impact of patterns of imageable tumor growth on survival of primary glioblastoma patients.
Whitmire P, Rickertsen CR, Hawkins-Daarud A, Carrasco E Jr, Lorence J, De Leon G, Curtin L, Bayless S, Clark-Swanson K, Peeri NC, Corpuz C, Lewis-de Los Angeles CP, Bendok BR, Gonzalez-Cuyar L, Vora S, Mrugala MM, Hu LS, Wang L, Porter A, Kumthekar P, Johnston SK, Egan KM, Gatenby R, Canoll P, Rubin JB, Swanson KR. Whitmire P, et al. Among authors: johnston sk. BMC Cancer. 2020 May 19;20(1):447. doi: 10.1186/s12885-020-06816-2. BMC Cancer. 2020. PMID: 32429869 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. 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.
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: johnston sk. 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.
55 results