Supervised learning based on tumor imaging and biopsy transcriptomics predicts response of hepatocellular carcinoma to transarterial chemoembolization

Supervised learning based on tumor imaging and biopsy transcriptomics predicts response of hepatocellular carcinoma to transarterial chemoembolization

Summary: Although transarterial chemoembolization (TACE) is the most widely used treatment for intermediate-stage, unresectable hepatocellular carcinoma (HCC), it is only effective in a subset of patients. In this study, we combine clinical, radiological, and genomics data in supervised machine-lear...

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Bibliographic Details
Main Authors: Tuyana Boldanova, Geoffrey Fucile, Jan Vosshenrich, Aleksei Suslov, Caner Ercan, Mairene Coto-Llerena, Luigi M. Terracciano, Christoph J. Zech, Daniel T. Boll, Stefan Wieland, Markus H. Heim
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Cell Reports Medicine
Subjects:
liver cancer
locoregional treatment
hepatocellular carcinoma
transarterial chemoembolisation
biomarker
Online Access:http://www.sciencedirect.com/science/article/pii/S2666379121003128

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http://www.sciencedirect.com/science/article/pii/S2666379121003128

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