WAW-TACE: A Hepatocellular Carcinoma Multiphase CT Dataset with Segmentations, Radiomics Features, and Clinical Data

Krzysztof Bartnik; Tomasz Bartczak; Mateusz Krzyziński; Krzysztof Korzeniowski; Krzysztof Lamparski; Piotr Węgrzyn; Eric Lam; Mateusz Bartkowiak; Tadeusz Wróblewski; Katarzyna Mech; Magdalena Januszewicz; Przemysław Biecek

doi:10.1148/ryai.240296

WAW-TACE: A Hepatocellular Carcinoma Multiphase CT Dataset with Segmentations, Radiomics Features, and Clinical Data

Radiol Artif Intell. 2024 Nov;6(6):e240296. doi: 10.1148/ryai.240296.

Affiliation

¹ From the Second Department of Radiology (K.B., K.K., K.L., P.W., M.J.), Department of General, Transplant and Liver Surgery (M.B., T.W.), and Department of General, Gastroenterological and Oncological Surgery (K.M.), Medical University of Warsaw, Banacha 1a, 02-097 Warsaw, Poland; Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland (T.B., M.K., P.B.); and Ottawa Hospital Research Institute, Ottawa, Canada (E.L.).

Abstract

The WAW-TACE dataset contains baseline multiphase abdominal CT images from 233 treatment-naive patients with hepatocellular carcinoma treated with transarterial chemoembolization and includes 377 handcrafted liver tumor masks, automated segmentations of multiple internal organs, extracted radiomics features, and corresponding extensive clinical data. The dataset can be accessed at https://zenodo.org/records/12741586.

Keywords: Hepatocellular Carcinoma; Liver; Oncology.