Beyond Morphology: The ACAT Framework for Biology-Driven Prognostic Assessment in Hepatocellular carcinoma
Year: 2026
Type: article
Abstract: This preprint introduces the ACAT framework, a novel biology-driven approach for prognostic assessment in hepatocellular carcinoma (HCC). Unlike traditional morphology-based methods, ACAT integrates tumor biology, molecular markers, and clinical parameters to deliver more accurate and reproducible predictions of patient outcomes. This framework is designed to: Enhance prognostic accuracy for HCC patients. Support personalized clinical decision-making. Facilitate open scientific collaboration by providing an accessible, reproducible methodology. Note: This work is a preprint and has not yet been peer-reviewed. Keywords: hepatocellular carcinoma, ACAT framework, prognosis, biomarker, cancer biology, preprint, translational research
Author: Tambal, Jihan Tambal
Language: English
Subfield: Hepatology
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7128925512
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