The Role of Radiomics in Rectal Cancer

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Citações na Scopus
1
Tipo de produção
article
Data de publicação
2023
DOI
Scopus
Web of Science
PubMed
Título da Revista
ISSN da Revista
Título do Volume
Editora
SPRINGER
Autores
MIRANDA, Joao
HORVAT, Natally
ARAUJO-FILHO, Jose A. B.
ALBUQUERQUE, Kamila S. S.
CHARBEL, Charlotte
CARDOSO, Daniel L. L.
CHAKRABORTY, Jayasree
Citação
JOURNAL OF GASTROINTESTINAL CANCER, v.54, n.4, p.1158-1180, 2023
Projetos de Pesquisa
Unidades Organizacionais
Fascículo
Resumo
PurposeRadiomics is a promising method for advancing imaging assessment in rectal cancer. This review aims to describe the emerging role of radiomics in the imaging assessment of rectal cancer, including various applications of radiomics based on CT, MRI, or PET/CT.MethodsWe conducted a literature review to highlight the progress of radiomic research to date and the challenges that need to be addressed before radiomics can be implemented clinically.ResultsThe results suggest that radiomics has the potential to provide valuable information for clinical decision-making in rectal cancer. However, there are still challenges in terms of standardization of imaging protocols, feature extraction, and validation of radiomic models. Despite these challenges, radiomics holds great promise for personalized medicine in rectal cancer, with the potential to improve diagnosis, prognosis, and treatment planning. Further research is needed to validate the clinical utility of radiomics and to establish its role in routine clinical practice.ConclusionOverall, radiomics has emerged as a powerful tool for improving the imaging assessment of rectal cancer, and its potential benefits should not be underestimated.
Palavras-chave
Rectal cancer, Radiomics, Texture analysis, Magnetic resonance imaging, Computed tomography, Positron emission tomography
URI
https://observatorio.fm.usp.br/handle/OPI/58261
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Coleções
Artigos e Materiais de Revistas Científicas - HC/InRad
Artigos e Materiais de Revistas Científicas - HC/InCor
Artigos e Materiais de Revistas Científicas - LIM/44
Artigos e Materiais de Revistas Científicas - LIM/65
Artigos e Materiais de Revistas Científicas - ODS/03