Current status and future perspectives of radiomics in hepatocellular carcinoma

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Arquivos
art_SEN_COVID19_vaccinationrelated_adverse_events_among_autoimmune_disease_patients_2022.PDF (998.48 KB)
Citações na Scopus
5
Tipo de produção
article
Data de publicação
2023
DOI
Scopus
Web of Science
PubMed
Título da Revista
ISSN da Revista
Título do Volume
Editora
BAISHIDENG PUBLISHING GROUP INC
Autores
HORVAT, Natally
ARAUJO-FILHO, Jose de Arimateia Batista
FERNANDES, Maria Clara
CHARBEL, Charlotte
CHAKRABORTY, Jayasree
Citação
WORLD JOURNAL OF GASTROENTEROLOGY, v.29, n.1, p.43-60, 2023
Projetos de Pesquisa
Unidades Organizacionais
Fascículo
Resumo
Given the frequent co-existence of an aggressive tumor and underlying chronic liver disease, the management of hepatocellular carcinoma (HCC) patients requires experienced multidisciplinary team discussion. Moreover, imaging plays a key role in the diagnosis, staging, restaging, and surveillance of HCC. Currently, imaging assessment of HCC entails the assessment of qualitative characteristics which are prone to inter-reader variability. Radiomics is an emerging field that extracts high-dimensional mineable quantitative features that cannot be assessed visually with the naked eye from medical imaging. The main potential applications of radiomic models in HCC are to predict histology, response to treatment, genetic signature, recurrence, and survival. Despite the encouraging results to date, there are challenges and limitations that need to be overcome before radiomics implementation in clinical practice. The purpose of this article is to review the main concepts and challenges pertaining to radiomics, and to review recent studies and potential applications of radiomics in HCC.
Palavras-chave
Radiomics, Hepatocellular carcinoma, Texture analysis, Radiology
URI
https://observatorio.fm.usp.br/handle/OPI/52955
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Artigos e Materiais de Revistas Científicas - FM/MGT
Artigos e Materiais de Revistas Científicas - HC/ICHC
Artigos e Materiais de Revistas Científicas - HC/InCor
Artigos e Materiais de Revistas Científicas - LIM/02
Artigos e Materiais de Revistas Científicas - LIM/37
Artigos e Materiais de Revistas Científicas - LIM/44
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