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Texture Feature Ratios from Relative CBV Maps of Perfusion MRI Are Associated with Patient Survival in Glioblastoma
J. Lee, R. Jain, K. Khalil, B. Griffith, R. Bosca, G. Rao and A. Rao
American Journal of Neuroradiology October 2015, DOI: https://doi.org/10.3174/ajnr.A4534
J. Lee
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
R. Jain
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
K. Khalil
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
B. Griffith
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
R. Bosca
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
G. Rao
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
A. Rao
From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
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- Published online October 15, 2015.
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© 2016 American Society of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org
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- From the Departments of Bioinformatics and Computational Biology (J.L., A.R.) and Neurosurgery (G.R.), The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Radiology (R.J.), New York University School of Medicine, Langone Medical Center, New York, New York; Department of Radiology (K.K., B.G.), Henry Ford Hospital, Detroit, Michigan; and Department of Medical Physics (R.B.), University of Wisconsin, Madison, Wisconsin.
- Please address correspondence to Arvind Rao, PhD, Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 1410, Houston, TX 77030; e-mail: aruppore{at}mdanderson.org
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Texture Feature Ratios from Relative CBV Maps of Perfusion MRI Are Associated with Patient Survival in Glioblastoma
J. Lee, R. Jain, K. Khalil, B. Griffith, R. Bosca, G. Rao, A. Rao
American Journal of Neuroradiology Oct 2015, DOI: 10.3174/ajnr.A4534
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