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Brain MR Radiomics to Differentiate Cognitive Disorders.
Ranjbar S, Velgos SN, Dueck AC, Geda YE, Mitchell JR; Alzheimer's Disease Neuroimaging Initiative. Ranjbar S, et al. Among authors: mitchell jr. J Neuropsychiatry Clin Neurosci. 2019 Summer;31(3):210-219. doi: 10.1176/appi.neuropsych.17120366. Epub 2019 Jan 14. J Neuropsychiatry Clin Neurosci. 2019. PMID: 30636564 Free PMC article.
Multi-Parametric MRI and Texture Analysis to Visualize Spatial Histologic Heterogeneity and Tumor Extent in Glioblastoma.
Hu LS, Ning S, Eschbacher JM, Gaw N, Dueck AC, Smith KA, Nakaji P, Plasencia J, Ranjbar S, Price SJ, Tran N, Loftus J, Jenkins R, O'Neill BP, Elmquist W, Baxter LC, Gao F, Frakes D, Karis JP, Zwart C, Swanson KR, Sarkaria J, Wu T, Mitchell JR, Li J. Hu LS, et al. Among authors: mitchell jr. PLoS One. 2015 Nov 24;10(11):e0141506. doi: 10.1371/journal.pone.0141506. eCollection 2015. PLoS One. 2015. PMID: 26599106 Free PMC article.
Radiogenomics to characterize regional genetic heterogeneity in glioblastoma.
Hu LS, Ning S, Eschbacher JM, Baxter LC, Gaw N, Ranjbar S, Plasencia J, Dueck AC, Peng S, Smith KA, Nakaji P, Karis JP, Quarles CC, Wu T, Loftus JC, Jenkins RB, Sicotte H, Kollmeyer TM, O'Neill BP, Elmquist W, Hoxworth JM, Frakes D, Sarkaria J, Swanson KR, Tran NL, Li J, Mitchell JR. Hu LS, et al. Among authors: mitchell jr. Neuro Oncol. 2017 Jan;19(1):128-137. doi: 10.1093/neuonc/now135. Epub 2016 Aug 8. Neuro Oncol. 2017. PMID: 27502248 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: mitchell jr. 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.
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. 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.
974 results