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PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology
Imaging with positron emission tomography (PET)/computed tomography (CT) is crucial in the management of cancer because of its value in tumor staging, response assessment, restaging, prognosis and treatment responsiveness prediction. In the last years, interest has grown in texture analysis which pr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5428425/ https://www.ncbi.nlm.nih.gov/pubmed/28336974 http://dx.doi.org/10.1038/s41598-017-00426-y |
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author | Sollini, M. Cozzi, L. Antunovic, L. Chiti, A. Kirienko, M. |
author_facet | Sollini, M. Cozzi, L. Antunovic, L. Chiti, A. Kirienko, M. |
author_sort | Sollini, M. |
collection | PubMed |
description | Imaging with positron emission tomography (PET)/computed tomography (CT) is crucial in the management of cancer because of its value in tumor staging, response assessment, restaging, prognosis and treatment responsiveness prediction. In the last years, interest has grown in texture analysis which provides an “in-vivo” lesion characterization, and predictive information in several malignances including NSCLC; however several drawbacks and limitations affect these studies, especially because of lack of standardization in features calculation, definitions and methodology reporting. The present paper provides a comprehensive review of literature describing the state-of-the-art of FDG-PET/CT texture analysis in NSCLC, suggesting a proposal for harmonization of methodology. |
format | Online Article Text |
id | pubmed-5428425 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-54284252017-05-15 PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology Sollini, M. Cozzi, L. Antunovic, L. Chiti, A. Kirienko, M. Sci Rep Article Imaging with positron emission tomography (PET)/computed tomography (CT) is crucial in the management of cancer because of its value in tumor staging, response assessment, restaging, prognosis and treatment responsiveness prediction. In the last years, interest has grown in texture analysis which provides an “in-vivo” lesion characterization, and predictive information in several malignances including NSCLC; however several drawbacks and limitations affect these studies, especially because of lack of standardization in features calculation, definitions and methodology reporting. The present paper provides a comprehensive review of literature describing the state-of-the-art of FDG-PET/CT texture analysis in NSCLC, suggesting a proposal for harmonization of methodology. Nature Publishing Group UK 2017-03-23 /pmc/articles/PMC5428425/ /pubmed/28336974 http://dx.doi.org/10.1038/s41598-017-00426-y Text en © The Author(s) 2017 This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Sollini, M. Cozzi, L. Antunovic, L. Chiti, A. Kirienko, M. PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology |
title | PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology |
title_full | PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology |
title_fullStr | PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology |
title_full_unstemmed | PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology |
title_short | PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology |
title_sort | pet radiomics in nsclc: state of the art and a proposal for harmonization of methodology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5428425/ https://www.ncbi.nlm.nih.gov/pubmed/28336974 http://dx.doi.org/10.1038/s41598-017-00426-y |
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