Radiomics in the diagnosis of glioblastoma

2023
journal article
review article
7
dc.abstract.enRadiomics is a process of extracting many quantitative data obtained from medical images and analysing them. In neuroradiology it may be used to discover magnetic resonance imaging (MRI) features of glioblastomas that are impossible to identify by human vision alone. In this article, the authors describe the methodology and their first experience in creating a predictive model based on radiomic features obtained from the preoperative MRI examination of patients with glioblastoma. Early identification of malignant glioblastoma subtypes characterized by different prognoses and responses to treatment would greatly facilitate the implementation of targeted therapy, which appears to be the future of glioblastoma treatment.
dc.contributor.authorKwiatkowska-Miernik, Agnieszka
dc.contributor.authorMruk, Bartosz
dc.contributor.authorSklinda, Katarzyna
dc.contributor.authorZaczyński, Artur
dc.contributor.authorWalecki, Jerzy
dc.date.accessioned2024-07-24T07:04:33Z
dc.date.available2024-07-24T07:04:33Z
dc.date.issued2023
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. e465-e466
dc.description.physicale461-e466
dc.description.versionostateczna wersja wydawcy
dc.description.volume88
dc.identifier.doi10.5114/pjr.2023.132168
dc.identifier.issn1899-0967
dc.identifier.urihttps://ruj.uj.edu.pl/handle/item/389312
dc.languageeng
dc.language.containereng
dc.rightsUdzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa
dc.rights.licenceCC-BY-NC-ND
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl
dc.share.typeotwarte czasopismo
dc.subject.enartificial intelligence
dc.subject.enmachine learning
dc.subject.englioblastoma
dc.subject.enradiomics
dc.subtypeReviewArticle
dc.titleRadiomics in the diagnosis of glioblastoma
dc.title.journalPolish Journal of Radiology
dc.typeJournalArticle
dspace.entity.typePublicationen
dc.abstract.en
Radiomics is a process of extracting many quantitative data obtained from medical images and analysing them. In neuroradiology it may be used to discover magnetic resonance imaging (MRI) features of glioblastomas that are impossible to identify by human vision alone. In this article, the authors describe the methodology and their first experience in creating a predictive model based on radiomic features obtained from the preoperative MRI examination of patients with glioblastoma. Early identification of malignant glioblastoma subtypes characterized by different prognoses and responses to treatment would greatly facilitate the implementation of targeted therapy, which appears to be the future of glioblastoma treatment.
dc.contributor.author
Kwiatkowska-Miernik, Agnieszka
dc.contributor.author
Mruk, Bartosz
dc.contributor.author
Sklinda, Katarzyna
dc.contributor.author
Zaczyński, Artur
dc.contributor.author
Walecki, Jerzy
dc.date.accessioned
2024-07-24T07:04:33Z
dc.date.available
2024-07-24T07:04:33Z
dc.date.issued
2023
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additional
Bibliogr. s. e465-e466
dc.description.physical
e461-e466
dc.description.version
ostateczna wersja wydawcy
dc.description.volume
88
dc.identifier.doi
10.5114/pjr.2023.132168
dc.identifier.issn
1899-0967
dc.identifier.uri
https://ruj.uj.edu.pl/handle/item/389312
dc.language
eng
dc.language.container
eng
dc.rights
Udzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa
dc.rights.licence
CC-BY-NC-ND
dc.rights.uri
http://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl
dc.share.type
otwarte czasopismo
dc.subject.en
artificial intelligence
dc.subject.en
machine learning
dc.subject.en
glioblastoma
dc.subject.en
radiomics
dc.subtype
ReviewArticle
dc.title
Radiomics in the diagnosis of glioblastoma
dc.title.journal
Polish Journal of Radiology
dc.type
JournalArticle
dspace.entity.typeen
Publication
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