Informatics-driven solutions for optimal care delivery in liver transplantation.

IF 4.7 2区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Liver Transplantation Pub Date : 2025-07-01 Epub Date: 2024-08-26 DOI:10.1097/LVT.0000000000000471
Ashley Spann, Jeremy Louissaint, Manhal Izzy
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引用次数: 0

Abstract

Clinical informatics, which combines health information technology and clinical expertise, aims to improve health care delivery and outcomes. For candidates and recipients of liver transplants, the complexities of their management are vast. Care often involves significant volumes of data from various sources and multiple health care settings and health care systems. Informatics represents an opportunity to support the care of these patients through this process; however, it has been underutilized to date. Preliminary examples of informatics use exist for this patient population, such as clinical decision support to link patients to hepatology providers, utilization of digital health technologies to track responses to medical therapy, and artificial intelligence to characterize organ donor compatibility. Further deployment of these tools can optimize care delivery for patients with cirrhosis and across the transplant cascade. In this review, we explore the utility of various techniques of clinical informatics mainly within the transplant care cascade, barriers to implementation, and highlight opportunities for future investigation and optimized use. Although barriers to widespread adoption remain such as interoperability, data access and availability, and structured implementation strategies, the integration of informatics and clinical decision support/artificial intelligence-based tools into routine care for liver transplantation represents an opportunity for marked enhancement in how we deliver care to these patients.

信息学驱动的肝移植最佳护理解决方案。
临床信息学结合了医疗信息技术和临床专业知识,旨在改善医疗服务和结果。对于肝移植候选者和接受者来说,他们的管理工作非常复杂。医疗护理通常涉及来自不同来源、多个医疗机构和医疗系统的大量数据。在这一过程中,信息学为支持这些患者的护理提供了机会,但迄今为止,信息学还未得到充分利用。目前已有将信息学应用于这类患者的初步实例,如将患者与肝病医疗服务提供者联系起来的临床决策支持(CDS)、利用数字健康技术跟踪对药物治疗的反应,以及鉴定器官捐献者兼容性的人工智能(AI)。进一步部署这些工具可以优化肝硬化患者和整个移植过程中的护理服务。在这篇综述中,我们主要探讨了临床信息学各种技术在移植护理级联中的效用、实施障碍,并强调了未来研究和优化使用的机会。尽管广泛采用的障碍依然存在,如互操作性、数据访问和可用性以及结构化的实施策略,但将信息学和基于CDS/AI的工具整合到肝移植的常规护理中,为我们显著改善对这些患者的护理提供了机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Liver Transplantation
Liver Transplantation 医学-外科
CiteScore
7.40
自引率
6.50%
发文量
254
审稿时长
3-8 weeks
期刊介绍: Since the first application of liver transplantation in a clinical situation was reported more than twenty years ago, there has been a great deal of growth in this field and more is anticipated. As an official publication of the AASLD, Liver Transplantation delivers current, peer-reviewed articles on liver transplantation, liver surgery, and chronic liver disease — the information necessary to keep abreast of this evolving specialty.
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