探索人工智能对医疗保健的影响

Md.mafiqul Islam
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引用次数: 0

摘要

人工智能(AI)应用的整合给医疗保健带来了革命性的变化。本研究通过全面的文献综述来阐明人工智能在医疗保健领域的多方面作用,重点关注医疗成像和诊断、虚拟患者护理、医学研究和药物发现、患者参与和依从性、康复和管理应用等关键方面。人工智能的影响遍及各个领域,包括医学成像中的临床状况检测、2019 年冠状病毒疾病(COVID-19)的早期诊断、利用人工智能驱动的工具进行虚拟患者护理、电子健康记录管理、提高患者参与度和治疗依从性、减轻医疗保健专业人员(HCPs)的行政负担、药物和疫苗发现、医疗处方错误识别、广泛的数据存储和分析以及技术辅助康复。然而,将人工智能融入医疗保健会遇到一些技术、伦理和社会方面的挑战,如隐私问题、安全问题、自主权和同意权、成本考虑、信息透明度、获取差异以及疗效不确定性。对人工智能应用进行有效管理势在必行,以确保患者安全、问责制,并增强保健人员的信心,从而促进接受度并产生显著的健康效益。要解决监管、道德和信任方面的问题,同时推进人工智能在医疗保健领域的应用和实施,精确的管理至关重要。随着 COVID-19 大流行的爆发,人工智能引发了一场医疗保健革命,预示着满足未来医疗保健需求的飞跃前景光明。
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Exploring the Impact of Artificial Intelligence in Healthcare
The integration of artificial intelligence (AI) applications has revolutionized healthcare. This study conducts a comprehensive literature review to elucidate the multifaceted role of AI in healthcare, focusing on key aspects including medical imaging and diagnostics, virtual patient care, medical research and drug discovery, patient engagement and compliance, rehabilitation, and administrative applications. AI's impact is observed across various domains, including detecting clinical conditions in medical imaging, early diagnosis of coronavirus disease 2019 (COVID-19), virtual patient care utilizing AI-powered tools, electronic health record management, enhancing patient engagement and treatment compliance, reducing administrative burdens for healthcare professionals (HCPs), drug and vaccine discovery, identification of medical prescription errors, extensive data storage and analysis, and technology-assisted rehabilitation. However, the integration of AI in healthcare encounters several technical, ethical, and social challenges, such as privacy concerns, safety issues, autonomy and consent, cost considerations, information transparency, access disparities, and efficacy uncertainties. Effective governance of AI applications is imperative to ensure patient safety, accountability, and to bolster HCPs' confidence, thus fostering acceptance and yielding significant health benefits. Precise governance is essential to address regulatory, ethical, and trust concerns while advancing the adoption and implementation of AI in healthcare. With the onset of the COVID-19 pandemic, AI has sparked a healthcare revolution, signaling a promising leap forward to meet future healthcare demands.
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