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Updated: Jul 18, 2025

A Three-Dimensional Spheroid Model to Investigate the Tumor-Stromal Interaction in Hepatocellular Carcinoma
Published on: September 30, 2021
Clinical decision support and electronic interventions to improve care quality in chronic liver diseases and
Jin Ge1, Valy Fontil2, Sara Ackerman3
1Department of Medicine, Division of Gastroenterology and Hepatology, University of California - San Francisco, San Francisco, California, USA.
Abstract:
Significant quality gaps exist in the management of chronic liver diseases and cirrhosis. Clinical decision support systems-information-driven tools based in and launched from the electronic health record-are attractive and potentially scalable prospective interventions that could help standardize clinical care in hepatology. Yet, clinical decision support systems have had a mixed record in clinical medicine due to issues with interoperability and compatibility with clinical workflows. In this review, we discuss the conceptual origins of clinical decision support systems, existing applications in liver diseases, issues and challenges with implementation, and emerging strategies to improve their integration in hepatology care.
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