Healthcare Systems and Artificial Intelligence: Focus on Challenges and the International Regulatory Framework

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Alessia Romagnoli, Francesco Ferrara, Roberto Langella, Andrea Zovi
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Abstract

Background

Nowadays, healthcare systems are coping with the challenge of countering the exponential growth of healthcare costs worldwide, to support sustainability and to guarantee access to treatment for all patients.

Methods

Artificial Intelligence (AI) is the technology able to perform human cognitive functions through the creation of algorithms. The value of AI in healthcare and its ability to address healthcare delivery issues has been a subject of discussion within the scientific community for several years.

Results

The aim of this work is to provide an overview of the primary uses of AI in the healthcare system, to discuss its desirable future uses while shedding light on the major issues related to implications within international regulatory processes. In this manuscript, it will be described the main applications of AI in various aspects of health care, from clinical studies to ethical implications, focusing on the international regulatory framework in countries in which AI is used, to discuss and compare strengthens and weaknesses.

Conclusions

The challenges in regulatory processes to facilitate the integration of AI in healthcare are significant. However, overcoming them is essential to ensure that AI-based technologies are adopted safely and effectively.

Abstract Image

医疗保健系统与人工智能:聚焦挑战与国际监管框架
背景如今,医疗保健系统正在应对全球医疗保健成本呈指数级增长的挑战,以支持可持续发展并保证所有患者都能获得治疗。方法人工智能(AI)是一种能够通过创建算法来执行人类认知功能的技术。几年来,人工智能在医疗保健领域的价值及其解决医疗保健服务问题的能力一直是科学界讨论的主题。结果这项工作的目的是概述人工智能在医疗保健系统中的主要用途,讨论其未来的理想用途,同时阐明与国际监管过程中的影响有关的主要问题。本手稿将介绍人工智能在医疗保健各方面的主要应用,从临床研究到伦理影响,重点关注使用人工智能的国家的国际监管框架,讨论并比较其优缺点。然而,克服这些挑战对于确保安全有效地采用基于人工智能的技术至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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