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Artificial intelligence in assessment of hepatocellular carcinoma treatment response.

Publication ,  Journal Article
Spieler, B; Sabottke, C; Moawad, AW; Gabr, AM; Bashir, MR; Do, RKG; Yaghmai, V; Rozenberg, R; Gerena, M; Yacoub, J; Elsayes, KM
Published in: Abdom Radiol (NY)
August 2021

Artificial Intelligence (AI) continues to shape the practice of radiology, with imaging of hepatocellular carcinoma (HCC) being of no exception. This article prepared by members of the LI-RADS Treatment Response (TR LI-RADS) work group and associates, presents recent trends in the utility of AI applications for the volumetric evaluation and assessment of HCC treatment response. Various topics including radiomics, prognostic imaging findings, and locoregional therapy (LRT) specific issues will be discussed in the framework of HCC treatment response classification systems with focus on the Liver Reporting and Data System treatment response algorithm (LI-RADS TRA).

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Published In

Abdom Radiol (NY)

DOI

EISSN

2366-0058

Publication Date

August 2021

Volume

46

Issue

8

Start / End Page

3660 / 3671

Location

United States

Related Subject Headings

  • Retrospective Studies
  • Magnetic Resonance Imaging
  • Liver Neoplasms
  • Liver
  • Humans
  • Carcinoma, Hepatocellular
  • Artificial Intelligence
 

Citation

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Spieler, B., Sabottke, C., Moawad, A. W., Gabr, A. M., Bashir, M. R., Do, R. K. G., … Elsayes, K. M. (2021). Artificial intelligence in assessment of hepatocellular carcinoma treatment response. Abdom Radiol (NY), 46(8), 3660–3671. https://doi.org/10.1007/s00261-021-03056-1
Spieler, Bradley, Carl Sabottke, Ahmed W. Moawad, Ahmed M. Gabr, Mustafa R. Bashir, Richard Kinh Gian Do, Vahid Yaghmai, et al. “Artificial intelligence in assessment of hepatocellular carcinoma treatment response.Abdom Radiol (NY) 46, no. 8 (August 2021): 3660–71. https://doi.org/10.1007/s00261-021-03056-1.
Spieler B, Sabottke C, Moawad AW, Gabr AM, Bashir MR, Do RKG, et al. Artificial intelligence in assessment of hepatocellular carcinoma treatment response. Abdom Radiol (NY). 2021 Aug;46(8):3660–71.
Spieler, Bradley, et al. “Artificial intelligence in assessment of hepatocellular carcinoma treatment response.Abdom Radiol (NY), vol. 46, no. 8, Aug. 2021, pp. 3660–71. Pubmed, doi:10.1007/s00261-021-03056-1.
Spieler B, Sabottke C, Moawad AW, Gabr AM, Bashir MR, Do RKG, Yaghmai V, Rozenberg R, Gerena M, Yacoub J, Elsayes KM. Artificial intelligence in assessment of hepatocellular carcinoma treatment response. Abdom Radiol (NY). 2021 Aug;46(8):3660–3671.
Journal cover image

Published In

Abdom Radiol (NY)

DOI

EISSN

2366-0058

Publication Date

August 2021

Volume

46

Issue

8

Start / End Page

3660 / 3671

Location

United States

Related Subject Headings

  • Retrospective Studies
  • Magnetic Resonance Imaging
  • Liver Neoplasms
  • Liver
  • Humans
  • Carcinoma, Hepatocellular
  • Artificial Intelligence