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Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions

Ideally, radiomics features and radiomics signatures can be used as imaging biomarkers for diagnosis, staging, prognosis, and prediction of tumor response. Thus, the number of published radiomics studies is increasing exponentially, leading to a myriad of new radiomics-based evidence for lung cancer...

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Detalles Bibliográficos
Autores principales: Lee, Geewon, Park, Hyunjin, Bak, So Hyeon, Lee, Ho Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Society of Radiology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6992443/
https://www.ncbi.nlm.nih.gov/pubmed/31997591
http://dx.doi.org/10.3348/kjr.2019.0630
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author Lee, Geewon
Park, Hyunjin
Bak, So Hyeon
Lee, Ho Yun
author_facet Lee, Geewon
Park, Hyunjin
Bak, So Hyeon
Lee, Ho Yun
author_sort Lee, Geewon
collection PubMed
description Ideally, radiomics features and radiomics signatures can be used as imaging biomarkers for diagnosis, staging, prognosis, and prediction of tumor response. Thus, the number of published radiomics studies is increasing exponentially, leading to a myriad of new radiomics-based evidence for lung cancer. Consequently, it is challenging for radiologists to keep up with the development of radiomics features and their clinical applications. In this article, we review the basics to advanced radiomics in lung cancer to guide young researchers who are eager to start exploring radiomics investigations. In addition, we also include technical issues of radiomics, because knowledge of the technical aspects of radiomics supports a well-informed interpretation of the use of radiomics in lung cancer.
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spelling pubmed-69924432020-02-11 Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions Lee, Geewon Park, Hyunjin Bak, So Hyeon Lee, Ho Yun Korean J Radiol Thoracic Imaging Ideally, radiomics features and radiomics signatures can be used as imaging biomarkers for diagnosis, staging, prognosis, and prediction of tumor response. Thus, the number of published radiomics studies is increasing exponentially, leading to a myriad of new radiomics-based evidence for lung cancer. Consequently, it is challenging for radiologists to keep up with the development of radiomics features and their clinical applications. In this article, we review the basics to advanced radiomics in lung cancer to guide young researchers who are eager to start exploring radiomics investigations. In addition, we also include technical issues of radiomics, because knowledge of the technical aspects of radiomics supports a well-informed interpretation of the use of radiomics in lung cancer. The Korean Society of Radiology 2020-02 2020-01-08 /pmc/articles/PMC6992443/ /pubmed/31997591 http://dx.doi.org/10.3348/kjr.2019.0630 Text en Copyright © 2020 The Korean Society of Radiology http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Thoracic Imaging
Lee, Geewon
Park, Hyunjin
Bak, So Hyeon
Lee, Ho Yun
Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions
title Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions
title_full Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions
title_fullStr Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions
title_full_unstemmed Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions
title_short Radiomics in Lung Cancer from Basic to Advanced: Current Status and Future Directions
title_sort radiomics in lung cancer from basic to advanced: current status and future directions
topic Thoracic Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6992443/
https://www.ncbi.nlm.nih.gov/pubmed/31997591
http://dx.doi.org/10.3348/kjr.2019.0630
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