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Radiomics and radiogenomics of primary liver cancers

Concurrent advancements in imaging and genomic biomarkers have created opportunities to identify non-invasive imaging surrogates of molecular phenotypes. In order to develop such imaging surrogates radiomics and radiogenomics/imaging genomics will be necessary; there has been consistent progress in...

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Autores principales: Jeong, Woo Kyoung, Jamshidi, Neema, Felker, Ely Richard, Raman, Steven Satish, Lu, David Shinkuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Association for the Study of the Liver 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6435966/
https://www.ncbi.nlm.nih.gov/pubmed/30441889
http://dx.doi.org/10.3350/cmh.2018.1007
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author Jeong, Woo Kyoung
Jamshidi, Neema
Felker, Ely Richard
Raman, Steven Satish
Lu, David Shinkuo
author_facet Jeong, Woo Kyoung
Jamshidi, Neema
Felker, Ely Richard
Raman, Steven Satish
Lu, David Shinkuo
author_sort Jeong, Woo Kyoung
collection PubMed
description Concurrent advancements in imaging and genomic biomarkers have created opportunities to identify non-invasive imaging surrogates of molecular phenotypes. In order to develop such imaging surrogates radiomics and radiogenomics/imaging genomics will be necessary; there has been consistent progress in these fields for primary liver cancers. In this article we evaluate the current status of the field specifically with regards to hepatocellular carcinoma and intrahepatic cholangiocarcinoma, highlighting some of the up and coming results that were presented at the annual Radiological Society of North America Conference in 2017. There are an increasing number of studies in this area with a bias towards quantitative feature measurement, which is expected to benefit reproducibility of the findings and portends well for the future development of biomarkers for diagnosis, prognosis, and treatment response assessment. We review some of the advancements and look forward to some of the exciting future applications that are anticipated as the field develops.
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spelling pubmed-64359662019-04-02 Radiomics and radiogenomics of primary liver cancers Jeong, Woo Kyoung Jamshidi, Neema Felker, Ely Richard Raman, Steven Satish Lu, David Shinkuo Clin Mol Hepatol Review Concurrent advancements in imaging and genomic biomarkers have created opportunities to identify non-invasive imaging surrogates of molecular phenotypes. In order to develop such imaging surrogates radiomics and radiogenomics/imaging genomics will be necessary; there has been consistent progress in these fields for primary liver cancers. In this article we evaluate the current status of the field specifically with regards to hepatocellular carcinoma and intrahepatic cholangiocarcinoma, highlighting some of the up and coming results that were presented at the annual Radiological Society of North America Conference in 2017. There are an increasing number of studies in this area with a bias towards quantitative feature measurement, which is expected to benefit reproducibility of the findings and portends well for the future development of biomarkers for diagnosis, prognosis, and treatment response assessment. We review some of the advancements and look forward to some of the exciting future applications that are anticipated as the field develops. The Korean Association for the Study of the Liver 2019-03 2018-11-16 /pmc/articles/PMC6435966/ /pubmed/30441889 http://dx.doi.org/10.3350/cmh.2018.1007 Text en Copyright © 2019 by The Korean Association for the Study of the Liver This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Jeong, Woo Kyoung
Jamshidi, Neema
Felker, Ely Richard
Raman, Steven Satish
Lu, David Shinkuo
Radiomics and radiogenomics of primary liver cancers
title Radiomics and radiogenomics of primary liver cancers
title_full Radiomics and radiogenomics of primary liver cancers
title_fullStr Radiomics and radiogenomics of primary liver cancers
title_full_unstemmed Radiomics and radiogenomics of primary liver cancers
title_short Radiomics and radiogenomics of primary liver cancers
title_sort radiomics and radiogenomics of primary liver cancers
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6435966/
https://www.ncbi.nlm.nih.gov/pubmed/30441889
http://dx.doi.org/10.3350/cmh.2018.1007
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