[Artificial intelligence in healthcare].

Q3 Medicine
Milan Trojánek, Jan Karvai
{"title":"[Artificial intelligence in healthcare].","authors":"Milan Trojánek, Jan Karvai","doi":"","DOIUrl":null,"url":null,"abstract":"<p><p>Artificial intelligence (AI) is no longer confined to the realm of science fiction; it has become an integral part of many fields, including healthcare. This article provides a concise overview of AI's history, operating principles, and specific applications in medicine, particularly in imaging techniques, medical documentation analysis, and clinical decision support. Although AI offers numerous benefits, such as faster diagnosis and improved predictive accuracy, its use faces significant challenges, including the potential for errors, ethical dilemmas, and the risk of misuse. Successful implementation hinges on rigorous validation, transparency, and integration with expert clinical judgment. Future developments will likely focus on improving algorithm accuracy, strengthening resilience against bias, and ensuring the safe application of AI for patient benefit - all through multidisciplinary collaboration. Keywords: artificial intelligence, machine learning, deep learning, neural networks, healthcare, diagnosis, imaging techniques, data analysis, clinical decision-making, AI ethics, safety, medical informatics.</p>","PeriodicalId":17909,"journal":{"name":"Klinicka mikrobiologie a infekcni lekarstvi","volume":"31 1","pages":"22-26"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Klinicka mikrobiologie a infekcni lekarstvi","FirstCategoryId":"1085","ListUrlMain":"","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

Abstract

Artificial intelligence (AI) is no longer confined to the realm of science fiction; it has become an integral part of many fields, including healthcare. This article provides a concise overview of AI's history, operating principles, and specific applications in medicine, particularly in imaging techniques, medical documentation analysis, and clinical decision support. Although AI offers numerous benefits, such as faster diagnosis and improved predictive accuracy, its use faces significant challenges, including the potential for errors, ethical dilemmas, and the risk of misuse. Successful implementation hinges on rigorous validation, transparency, and integration with expert clinical judgment. Future developments will likely focus on improving algorithm accuracy, strengthening resilience against bias, and ensuring the safe application of AI for patient benefit - all through multidisciplinary collaboration. Keywords: artificial intelligence, machine learning, deep learning, neural networks, healthcare, diagnosis, imaging techniques, data analysis, clinical decision-making, AI ethics, safety, medical informatics.

[医疗保健领域的人工智能]。
人工智能(AI)不再局限于科幻小说的领域;它已经成为包括医疗保健在内的许多领域不可或缺的一部分。本文简要概述了人工智能的历史、工作原理和在医学中的具体应用,特别是在成像技术、医学文献分析和临床决策支持方面。尽管人工智能提供了许多好处,例如更快的诊断和更高的预测准确性,但它的使用面临着重大挑战,包括潜在的错误、道德困境和滥用风险。成功的实施取决于严格的验证、透明度和与专家临床判断的整合。未来的发展可能会集中在提高算法准确性,加强抗偏见的能力,并确保人工智能的安全应用,以造福患者——所有这些都是通过多学科合作实现的。关键词:人工智能、机器学习、深度学习、神经网络、医疗保健、诊断、成像技术、数据分析、临床决策、人工智能伦理、安全、医学信息学
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Klinicka mikrobiologie a infekcni lekarstvi
Klinicka mikrobiologie a infekcni lekarstvi Medicine-Infectious Diseases
CiteScore
0.40
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信