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Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis

Radiomics and texture analysis represent a new option in our biomarkers arsenal. These techniques extract a large number of quantitative features, analyzing their properties to incorporate them in clinical decision-making. Laryngeal cancer represents one of the most frequent cancers in the head and...

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Autores principales: Chiesa-Estomba, Carlos Miguel, Echaniz, Oier, Larruscain, Ekhiñe, Gonzalez-Garcia, Jose Angel, Sistiaga-Suarez, Jon Alexander, Graña, Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826870/
https://www.ncbi.nlm.nih.gov/pubmed/31547210
http://dx.doi.org/10.3390/cancers11101409
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author Chiesa-Estomba, Carlos Miguel
Echaniz, Oier
Larruscain, Ekhiñe
Gonzalez-Garcia, Jose Angel
Sistiaga-Suarez, Jon Alexander
Graña, Manuel
author_facet Chiesa-Estomba, Carlos Miguel
Echaniz, Oier
Larruscain, Ekhiñe
Gonzalez-Garcia, Jose Angel
Sistiaga-Suarez, Jon Alexander
Graña, Manuel
author_sort Chiesa-Estomba, Carlos Miguel
collection PubMed
description Radiomics and texture analysis represent a new option in our biomarkers arsenal. These techniques extract a large number of quantitative features, analyzing their properties to incorporate them in clinical decision-making. Laryngeal cancer represents one of the most frequent cancers in the head and neck area. We hypothesized that radiomics features can be included as a laryngeal cancer precision medicine tool, as it is able to non-invasively characterize the overall tumor accounting for heterogeneity, being a prognostic and/or predictive biomarker derived from routine, standard of care, imaging data, and providing support during the follow up of the patient, in some cases avoiding the need for biopsies. The larynx represents a unique diagnostic and therapeutic challenge for clinicians due to its complex tridimensional anatomical structure. Its complex regional and functional anatomy makes it necessary to enhance our diagnostic tools in order to improve decision-making protocols, aimed at better survival and functional results. For this reason, this technique can be an option for monitoring the evolution of the disease, especially in surgical and non-surgical organ preservation treatments. This concise review article will explain basic concepts about radiomics and discuss recent progress and results related to laryngeal cancer.
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spelling pubmed-68268702019-11-18 Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis Chiesa-Estomba, Carlos Miguel Echaniz, Oier Larruscain, Ekhiñe Gonzalez-Garcia, Jose Angel Sistiaga-Suarez, Jon Alexander Graña, Manuel Cancers (Basel) Review Radiomics and texture analysis represent a new option in our biomarkers arsenal. These techniques extract a large number of quantitative features, analyzing their properties to incorporate them in clinical decision-making. Laryngeal cancer represents one of the most frequent cancers in the head and neck area. We hypothesized that radiomics features can be included as a laryngeal cancer precision medicine tool, as it is able to non-invasively characterize the overall tumor accounting for heterogeneity, being a prognostic and/or predictive biomarker derived from routine, standard of care, imaging data, and providing support during the follow up of the patient, in some cases avoiding the need for biopsies. The larynx represents a unique diagnostic and therapeutic challenge for clinicians due to its complex tridimensional anatomical structure. Its complex regional and functional anatomy makes it necessary to enhance our diagnostic tools in order to improve decision-making protocols, aimed at better survival and functional results. For this reason, this technique can be an option for monitoring the evolution of the disease, especially in surgical and non-surgical organ preservation treatments. This concise review article will explain basic concepts about radiomics and discuss recent progress and results related to laryngeal cancer. MDPI 2019-09-20 /pmc/articles/PMC6826870/ /pubmed/31547210 http://dx.doi.org/10.3390/cancers11101409 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Chiesa-Estomba, Carlos Miguel
Echaniz, Oier
Larruscain, Ekhiñe
Gonzalez-Garcia, Jose Angel
Sistiaga-Suarez, Jon Alexander
Graña, Manuel
Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis
title Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis
title_full Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis
title_fullStr Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis
title_full_unstemmed Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis
title_short Radiomics and Texture Analysis in Laryngeal Cancer. Looking for New Frontiers in Precision Medicine through Imaging Analysis
title_sort radiomics and texture analysis in laryngeal cancer. looking for new frontiers in precision medicine through imaging analysis
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826870/
https://www.ncbi.nlm.nih.gov/pubmed/31547210
http://dx.doi.org/10.3390/cancers11101409
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