Current status and future perspectives of radiomics in hepatocellular carcinoma

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dc.contributorSistema FMUSP-HC: Faculdade de Medicina da Universidade de São Paulo (FMUSP) e Hospital das Clínicas da FMUSP
dc.contributor.authorMIRANDA, Joao
dc.contributor.authorHORVAT, Natally
dc.contributor.authorFONSECA, Gilton Marques
dc.contributor.authorARAUJO-FILHO, Jose de Arimateia Batista
dc.contributor.authorFERNANDES, Maria Clara
dc.contributor.authorCHARBEL, Charlotte
dc.contributor.authorCHAKRABORTY, Jayasree
dc.contributor.authorCOELHO, Fabricio Ferreira
dc.contributor.authorNOMURA, Cesar Higa
dc.contributor.authorHERMAN, Paulo
dc.date.accessioned2023-04-14T17:55:28Z
dc.date.available2023-04-14T17:55:28Z
dc.date.issued2023
dc.description.abstractGiven 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.eng
dc.description.indexMEDLINE
dc.description.indexPubMed
dc.description.indexWoS
dc.description.indexScopus
dc.description.sponsorshipNIH/NCI Cancer Center Support Grant [P30 CA008748]
dc.identifier.citationWORLD JOURNAL OF GASTROENTEROLOGY, v.29, n.1, p.43-60, 2023
dc.identifier.doi10.3748/wjg.v29.i1.43
dc.identifier.eissn2219-2840
dc.identifier.issn1007-9327
dc.identifier.urihttps://observatorio.fm.usp.br/handle/OPI/52955
dc.language.isoeng
dc.publisherBAISHIDENG PUBLISHING GROUP INCeng
dc.relation.ispartofWorld Journal of Gastroenterology
dc.rightsrestrictedAccesseng
dc.rights.holderCopyright BAISHIDENG PUBLISHING GROUP INCeng
dc.subjectRadiomicseng
dc.subjectHepatocellular carcinomaeng
dc.subjectTexture analysiseng
dc.subjectRadiologyeng
dc.subject.otherpreoperative predictioneng
dc.subject.othermicrovascular invasioneng
dc.subject.othertexture analysiseng
dc.subject.otherenhanced-mrieng
dc.subject.otherfeatureseng
dc.subject.otherrecurrenceeng
dc.subject.otherexpressioneng
dc.subject.othernomogrameng
dc.subject.otherresistanceeng
dc.subject.othercancereng
dc.subject.wosGastroenterology & Hepatologyeng
dc.titleCurrent status and future perspectives of radiomics in hepatocellular carcinomaeng
dc.typearticleeng
dc.type.categoryrevieweng
dc.type.versionpublishedVersioneng
dspace.entity.typePublication
hcfmusp.affiliation.countryEstados Unidos
hcfmusp.affiliation.countryisous
hcfmusp.author.externalHORVAT, Natally:Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10065 USA
hcfmusp.author.externalARAUJO-FILHO, Jose de Arimateia Batista:Hosp Sirio Libanes, Dept Radiol, BR-01308050 Sao Paulo, Brazil
hcfmusp.author.externalFERNANDES, Maria Clara:Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10065 USA
hcfmusp.author.externalCHARBEL, Charlotte:Mem Sloan Kettering Canc Ctr, Dept Radiol, New York, NY 10065 USA
hcfmusp.author.externalCHAKRABORTY, Jayasree:Mem Sloan Kettering Canc Ctr, Dept Surg, New York, NY 10065 USA
hcfmusp.citation.scopus5
hcfmusp.contributor.author-fmusphcJOAO MANOEL MIRANDA MAGALHAES SANTOS
hcfmusp.contributor.author-fmusphcGILTON MARQUES FONSECA
hcfmusp.contributor.author-fmusphcFABRICIO FERREIRA COELHO
hcfmusp.contributor.author-fmusphcCESAR HIGA NOMURA
hcfmusp.contributor.author-fmusphcPAULO HERMAN
hcfmusp.description.beginpage43
hcfmusp.description.endpage60
hcfmusp.description.issue1
hcfmusp.description.volume29
hcfmusp.origemWOS
hcfmusp.origem.pubmed36683711
hcfmusp.origem.scopus2-s2.0-85146631089
hcfmusp.origem.wosWOS:000919543600003
hcfmusp.publisher.cityPLEASANTONeng
hcfmusp.publisher.countryUNITED STATESeng
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