加强临床决策:优化 ChatGPT 在高血压护理中的表现。

IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE
Jing Miao MD, PhD, Charat Thongprayoon MD, Tibor Fülöp MD, PhD, Wisit Cheungpasitporn MD
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引用次数: 0

摘要

人工智能(AI),尤其是像 OpenAI 开发的 ChatGPT 这样的对话模型,已经对包括医疗保健在内的全球各个领域产生了重大影响。1 截至 2024 年 2 月 8 日,基于大量训练数据和复杂的自然语言处理,ChatGPT 能够模仿人类对话,已在 2349 篇 PubMed 出版物中发表,突显了其在医学研究和实践中日益增长的相关性。2, 3 高血压是心血管疾病和慢性肾脏疾病的主要风险因素,4 因此必须采取综合管理策略。5 传统方法依赖于临床指南、医生专业知识和患者疗效,这对非专业人员来说具有挑战性。6 人工智能,尤其是通过 ChatGPT,为临床决策引入了一个新的维度。研究表明,ChatGPT 在为心血管疾病预防和高血压管理提供相关建议方面效果显著,8-10 表明其具有改善临床结果的潜力。本视角综述结合 ChatGPT 的现有功能和未来可能性,探讨了 ChatGPT 可为高血压管理做出的潜在改进和优化。从用户的角度来看,要优化 ChatGPT 在高血压护理方面的表现,可以考虑以下策略(图 1)。目前在高血压管理中使用 ChatGPT 面临的挑战包括依赖过时的信息、治疗建议缺乏个性化、缺乏临床判断以及与患者互动的沟通技巧不足。这些局限性需要仔细考虑并制定缓解策略。在临床环境中使用 ChatGPT 时,优先考虑道德和隐私因素对于保护患者机密和数据安全至关重要。要在高血压管理中有效使用 ChatGPT,包括患者教育、参与、临床支持和数据分析在内的综合策略至关重要。定制互动以满足患者的个人需求、与现有医疗保健框架整合以及优先考虑隐私和安全,可以显著改善高血压护理,从而提高患者疗效并简化医疗保健服务。随时了解人工智能的最新进展并探索将其融入临床实践,可以进一步优化患者护理。技术开发人员、医疗保健专业人员和患者之间的合作对于定制 ChatGPT 以满足所有利益相关者的需求至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Enhancing clinical decision-making: Optimizing ChatGPT's performance in hypertension care

Enhancing clinical decision-making: Optimizing ChatGPT's performance in hypertension care

Artificial intelligence (AI), especially conversational models like ChatGPT developed by OpenAI, has significantly impacted fields globally, including healthcare.1 ChatGPT, capable of mimicking human conversation based on vast training data and sophisticated natural language processing, has been featured in 2349 PubMed publications as of February 8, 2024, highlighting its growing relevance in medical research and practice.2 Its application in healthcare promises to revolutionize patient care, offering personalized health monitoring and recommendations.2, 3

Hypertension, a major risk factor for cardiovascular and chronic kidney diseases,4 necessitates comprehensive management strategies.5 Traditional approaches rely on clinical guidelines, physician expertise, and patient outcomes, challenging for nonspecialists.6 AI, particularly through ChatGPT, introduces a new dimension to clinical decision-making.7 Studies have demonstrated ChatGPT's efficacy in providing relevant advice for cardiovascular disease prevention and hypertension management,8-10 indicating its potential to improve clinical outcomes.

This perspective review explores the potential enhancements and optimizations that ChatGPT could contribute to hypertension management, taking into account its existing capabilities and future possibilities.

ChatGPT can quickly process vast information, including medical guidelines and patient data, helping healthcare providers improve diagnostic accuracy, tailor treatments, and enhance patient outcomes.11 This represents a move towards digital health, with AI like ChatGPT elevating care standards through insightful support (Figure 1).

To optimize ChatGPT's performance on hypertension care from a user's perspective, the following strategies can be considered (Figure 1).

Current ChatGPT utilization in hypertension management faces challenges including the reliance on outdated information, lack of personalization in treatment recommendations, absence of clinical judgment, and inadequate communication skills for patient interactions. These limitations necessitate careful consideration and mitigation strategies. When using ChatGPT in clinical settings, prioritizing ethical and privacy considerations is crucial for safeguarding patient confidentiality and data security. It is imperative to refrain from disclosing sensitive information and to comply strictly with regulatory standards governing AI utilization in healthcare decision-making.

To effectively use ChatGPT in hypertension management, a comprehensive strategy encompassing patient education, engagement, clinical support, and data analysis is crucial. Customizing interactions to meet individual patient needs, integrating with existing healthcare frameworks, and prioritizing privacy and security can significantly improve hypertension care, leading to enhanced patient outcomes and more streamlined healthcare services. Staying updated on AI advancements and exploring their incorporation into clinical practice can further optimize patient care. A collaborative effort among technology developers, healthcare professionals, and patients is essential to tailor ChatGPT to meet the needs of all stakeholders.

The authors declare no conflicts of interest.

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来源期刊
Journal of Clinical Hypertension
Journal of Clinical Hypertension PERIPHERAL VASCULAR DISEASE-
CiteScore
5.80
自引率
7.10%
发文量
191
审稿时长
4-8 weeks
期刊介绍: The Journal of Clinical Hypertension is a peer-reviewed, monthly publication that serves internists, cardiologists, nephrologists, endocrinologists, hypertension specialists, primary care practitioners, pharmacists and all professionals interested in hypertension by providing objective, up-to-date information and practical recommendations on the full range of clinical aspects of hypertension. Commentaries and columns by experts in the field provide further insights into our original research articles as well as on major articles published elsewhere. Major guidelines for the management of hypertension are also an important feature of the Journal. Through its partnership with the World Hypertension League, JCH will include a new focus on hypertension and public health, including major policy issues, that features research and reviews related to disease characteristics and management at the population level.
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