PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology

Abstract 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...

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Autores principales:	M. Sollini, L. Cozzi, L. Antunovic, A. Chiti, M. Kirienko
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2017
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/5e580add21d94781b7a7baa0c269c8c8
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spelling	oai:doaj.org-article:5e580add21d94781b7a7baa0c269c8c82021-12-02T15:06:00ZPET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology10.1038/s41598-017-00426-y2045-2322https://doaj.org/article/5e580add21d94781b7a7baa0c269c8c82017-03-01T00:00:00Zhttps://doi.org/10.1038/s41598-017-00426-yhttps://doaj.org/toc/2045-2322Abstract 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.M. SolliniL. CozziL. AntunovicA. ChitiM. KirienkoNature PortfolioarticleMedicineRScienceQENScientific Reports, Vol 7, Iss 1, Pp 1-15 (2017)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q M. Sollini L. Cozzi L. Antunovic A. Chiti M. Kirienko PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology
description	Abstract 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	article
author	M. Sollini L. Cozzi L. Antunovic A. Chiti M. Kirienko
author_facet	M. Sollini L. Cozzi L. Antunovic A. Chiti M. Kirienko
author_sort	M. Sollini
title	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_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_sort	pet radiomics in nsclc: state of the art and a proposal for harmonization of methodology
publisher	Nature Portfolio
publishDate	2017
url	https://doaj.org/article/5e580add21d94781b7a7baa0c269c8c8
work_keys_str_mv	AT msollini petradiomicsinnsclcstateoftheartandaproposalforharmonizationofmethodology AT lcozzi petradiomicsinnsclcstateoftheartandaproposalforharmonizationofmethodology AT lantunovic petradiomicsinnsclcstateoftheartandaproposalforharmonizationofmethodology AT achiti petradiomicsinnsclcstateoftheartandaproposalforharmonizationofmethodology AT mkirienko petradiomicsinnsclcstateoftheartandaproposalforharmonizationofmethodology
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PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology

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