Ontology highlight
ABSTRACT:
SUBMITTER: Bartnik K
PROVIDER: S-EPMC11208561 | biostudies-literature | 2024 Jun
REPOSITORIES: biostudies-literature
Bartnik Krzysztof K Krzyziński Mateusz M Bartczak Tomasz T Korzeniowski Krzysztof K Lamparski Krzysztof K Wróblewski Tadeusz T Grąt Michał M Hołówko Wacław W Mech Katarzyna K Lisowska Joanna J Januszewicz Magdalena M Biecek Przemysław P
Scientific reports 20240626 1
Transarterial chemoembolization (TACE) represent the standard of therapy for non-operative hepatocellular carcinoma (HCC), while prediction of long term treatment outcomes is a complex and multifactorial task. In this study, we present a novel machine learning approach utilizing radiomics features from multiple organ volumes of interest (VOIs) to predict TACE outcomes for 252 HCC patients. Unlike conventional radiomics models requiring laborious manual segmentation limited to tumoral regions, ou ...[more]