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Research ArticleAdult Brain
Open Access

Deep Learning of Time–Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma

J. Yun, S. Yun, J.E. Park, E.-N. Cheong, S.Y. Park, N. Kim and H.S. Kim
American Journal of Neuroradiology April 2023, DOI: https://doi.org/10.3174/ajnr.A7853
J. Yun
aFrom the Departments of Convergence Medicine (J.Y., N.K.)
bRadiology and Research Institute of Radiology (J.Y., J.E.P., N.K., H.S.K.), Asan Medical Center
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S. Yun
dDepartment of Radiology (S.Y.), Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
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J.E. Park
bRadiology and Research Institute of Radiology (J.Y., J.E.P., N.K., H.S.K.), Asan Medical Center
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E.-N. Cheong
cMedical Science and Asan Medical Institute of Convergence Science and Technology (E.-N.C.), University of Ulsan College of Medicine, Seoul, Korea
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S.Y. Park
eDepartment of Statistics and Data Science (S.Y.P.), Korea National Open University, Seoul, Korea
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N. Kim
aFrom the Departments of Convergence Medicine (J.Y., N.K.)
bRadiology and Research Institute of Radiology (J.Y., J.E.P., N.K., H.S.K.), Asan Medical Center
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H.S. Kim
bRadiology and Research Institute of Radiology (J.Y., J.E.P., N.K., H.S.K.), Asan Medical Center
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Article Information

DOI 
https://doi.org/10.3174/ajnr.A7853
PubMed 
37105676

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received June 29, 2022
  • Accepted after revision March 21, 2023
  • Published online April 27, 2023.

Article Versions

  • You are currently viewing a Latest version of this article (April 27, 2023 - 07:54).
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Copyright & Usage 
© 2023 by American Journal of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org

Author Information

  1. J. Yuna,b,
  2. S. Yund,
  3. J.E. Parkb,
  4. E.-N. Cheongc,
  5. S.Y. Parke,
  6. N. Kima,b and
  7. H.S. Kimb
  1. aFrom the Departments of Convergence Medicine (J.Y., N.K.)
  2. bRadiology and Research Institute of Radiology (J.Y., J.E.P., N.K., H.S.K.), Asan Medical Center
  3. cMedical Science and Asan Medical Institute of Convergence Science and Technology (E.-N.C.), University of Ulsan College of Medicine, Seoul, Korea
  4. dDepartment of Radiology (S.Y.), Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
  5. eDepartment of Statistics and Data Science (S.Y.P.), Korea National Open University, Seoul, Korea
  1. Please address correspondence to Ji Eun Park, MD, PhD, Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-Gu, Seoul 05505, Korea; e-mail: jieunp{at}gmail.com
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Funding

  • Ministry of Health and Welfare, South Korea

    HI21C1161; HI22C0471

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J. Yun, S. Yun, J.E. Park, E.-N. Cheong, S.Y. Park, N. Kim, H.S. Kim
Deep Learning of Time–Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma
American Journal of Neuroradiology Apr 2023, DOI: 10.3174/ajnr.A7853

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Deep Learning of Time–Signal Intensity Curves from Dynamic Susceptibility Contrast Imaging Enables Tissue Labeling and Prediction of Survival in Glioblastoma
J. Yun, S. Yun, J.E. Park, E.-N. Cheong, S.Y. Park, N. Kim, H.S. Kim
American Journal of Neuroradiology Apr 2023, DOI: 10.3174/ajnr.A7853
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