The Role of Machine Learning and Artificial Intelligence in Drug Discovery and Clinical Care of Pulmonary Hypertension

IF 1.3 3区 医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS
Heart Failure Clinics Pub Date : 2026-07-01 Epub Date: 2026-04-01 DOI:10.1016/j.hfc.2026.02.009
Evelyne Bischof MD, PhD, Chaim Haber MBChB, Niklas Lidströmer MD, MSc, PhD
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引用次数: 0
机器学习和人工智能在肺动脉高压药物研发和临床护理中的作用。
肺动脉高压(PH)是一种严重且常常致命的疾病,具有高度的临床变异性。它的复杂性需要一个多方面的方法,临床和预后结果显着改善早期识别和开始治疗。人工智能(AI)和机器学习(ML)的发展使早期诊断、个性化治疗和新的治疗选择成为可能,这些已经显示出改善患者预后的真正潜力;在过去十年的人工智能创新之前,这种复杂的方法是不可行的。本文概述了目前人工智能和机器学习在PH诊断、治疗优化、监测和药物发现方面的应用。
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
Heart Failure Clinics
Heart Failure Clinics CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
5.40
自引率
2.90%
发文量
72
期刊介绍: Heart failure is quickly becoming the most pressing health problem in the United States. Heart Failure Clinics provides practical, concise and easy-to-read coverage that encompasses everything you need to know about the current literature. Topics include acute decompensated heart failure, arrhythmias and sudden cardiac death, ventricular dysfunction, comorbidities of heart failure, diastolic dysfunction, genetic evaluation, ischemic heart disease, pulmonary arterial hypertension, and surgery/transplantation.
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