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Radiomics in Lung Metastases: A Systematic Review
Due to the rich vascularization and lymphatic drainage of the pulmonary tissue, lung metastases (LM) are not uncommon in patients with cancer. Radiomics is an active research field aimed at the extraction of quantitative data from diagnostic images, which can serve as useful imaging biomarkers for a...
| Autores principales: | , , , , , , , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967749/ https://www.ncbi.nlm.nih.gov/pubmed/36836460 http://dx.doi.org/10.3390/jpm13020225 |
| _version_ | 1784897342504173568 |
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| author | Gabelloni, Michela Faggioni, Lorenzo Fusco, Roberta Simonetti, Igino De Muzio, Federica Giacobbe, Giuliana Borgheresi, Alessandra Bruno, Federico Cozzi, Diletta Grassi, Francesca Scaglione, Mariano Giovagnoni, Andrea Barile, Antonio Miele, Vittorio Gandolfo, Nicoletta Granata, Vincenza |
| author_facet | Gabelloni, Michela Faggioni, Lorenzo Fusco, Roberta Simonetti, Igino De Muzio, Federica Giacobbe, Giuliana Borgheresi, Alessandra Bruno, Federico Cozzi, Diletta Grassi, Francesca Scaglione, Mariano Giovagnoni, Andrea Barile, Antonio Miele, Vittorio Gandolfo, Nicoletta Granata, Vincenza |
| author_sort | Gabelloni, Michela |
| collection | PubMed |
| description | Due to the rich vascularization and lymphatic drainage of the pulmonary tissue, lung metastases (LM) are not uncommon in patients with cancer. Radiomics is an active research field aimed at the extraction of quantitative data from diagnostic images, which can serve as useful imaging biomarkers for a more effective, personalized patient care. Our purpose is to illustrate the current applications, strengths and weaknesses of radiomics for lesion characterization, treatment planning and prognostic assessment in patients with LM, based on a systematic review of the literature. |
| format | Online Article Text |
| id | pubmed-9967749 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2023 |
| publisher | MDPI |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-99677492023-02-27 Radiomics in Lung Metastases: A Systematic Review Gabelloni, Michela Faggioni, Lorenzo Fusco, Roberta Simonetti, Igino De Muzio, Federica Giacobbe, Giuliana Borgheresi, Alessandra Bruno, Federico Cozzi, Diletta Grassi, Francesca Scaglione, Mariano Giovagnoni, Andrea Barile, Antonio Miele, Vittorio Gandolfo, Nicoletta Granata, Vincenza J Pers Med Review Due to the rich vascularization and lymphatic drainage of the pulmonary tissue, lung metastases (LM) are not uncommon in patients with cancer. Radiomics is an active research field aimed at the extraction of quantitative data from diagnostic images, which can serve as useful imaging biomarkers for a more effective, personalized patient care. Our purpose is to illustrate the current applications, strengths and weaknesses of radiomics for lesion characterization, treatment planning and prognostic assessment in patients with LM, based on a systematic review of the literature. MDPI 2023-01-27 /pmc/articles/PMC9967749/ /pubmed/36836460 http://dx.doi.org/10.3390/jpm13020225 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
| spellingShingle | Review Gabelloni, Michela Faggioni, Lorenzo Fusco, Roberta Simonetti, Igino De Muzio, Federica Giacobbe, Giuliana Borgheresi, Alessandra Bruno, Federico Cozzi, Diletta Grassi, Francesca Scaglione, Mariano Giovagnoni, Andrea Barile, Antonio Miele, Vittorio Gandolfo, Nicoletta Granata, Vincenza Radiomics in Lung Metastases: A Systematic Review |
| title | Radiomics in Lung Metastases: A Systematic Review |
| title_full | Radiomics in Lung Metastases: A Systematic Review |
| title_fullStr | Radiomics in Lung Metastases: A Systematic Review |
| title_full_unstemmed | Radiomics in Lung Metastases: A Systematic Review |
| title_short | Radiomics in Lung Metastases: A Systematic Review |
| title_sort | radiomics in lung metastases: a systematic review |
| topic | Review |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967749/ https://www.ncbi.nlm.nih.gov/pubmed/36836460 http://dx.doi.org/10.3390/jpm13020225 |
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