人工智能与医疗保健

Akshit Mittal, A. Afsar, Anish Tayal, M. Shetty
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引用次数: 0

摘要

人工智能正在逐渐改变医学的面貌。随着强大计算的出现和“大数据”的可用性,人工智能在医疗保健中的应用正在扩展到以前被认为是人类智能领域的领域。人工智能的应用可以大致分为诊断和治疗两类。人工智能的诊断应用包括标本的采购和结果的解释。类似地,新的人工智能算法正在被应用于分析视网膜图像和射线照片。此外,该算法可以将患者分类为临床相关的类别,并有助于决策。人工智能的治疗应用从开药扩展到进行机器人和内窥镜辅助手术,其精度几乎与训练有素的外科医生一样高。人工智能的其他应用包括预测流行病、开发药物和管理重症监护室等。人工智能在彻底改变患者护理方面具有前所未有的潜力。人工智能应用的知识可以帮助临床医生和研究人员评估人工智能在医疗保健中的应用现状,并可能指导未来的研究。在这篇文章中,从各个学科的角度回顾了人工智能在医疗保健中的现有和即将到来的应用。
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Artificial intelligence and healthcare
Artificial intelligence (AI) is gradually changing the landscape of medicine. With the advent of powerful computation and the availability of “big data,” the applications of AI in healthcare are expanding to realms, which were previously thought to be the domain of human intelligence. The applications of AI could be broadly classified into diagnostic and therapeutic categories. The diagnostic applications of AI include the procurement of specimens and interpretation of the findings. Similarly, novel AI algorithms are being applied to analyze retinal images and radiographs. Further, the algorithms could classify patients into clinically relevant categories and aid in decision making. The therapeutic applications of AI extend from prescribing medicines to performing robotic- and endoscope-assisted surgeries, with precision nearly as high as that of trained surgeons. Other applications of AI are predicting epidemics, developing drugs, and managing intensive care units (ICUs), to name a few. AI holds unprecedented potential to revolutionize patient care. The knowledge of AI applications can help clinicians and researchers appraise the current state of the utilization of AI in healthcare and may guide future research. In this article, the existing and upcoming applications of AI in healthcare are reviewed, with respect to various disciplines.
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