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医生在日常实践中对人工智能解决方案的医学期望:横断面调查研究

Medical Expectations of Physicians on AI Solutions in Daily Practice: Cross-Sectional Survey Study.

作者信息

Giavina-Bianchi Mara, Amaro Edson, Machado Birajara Soares

机构信息

Big Data Department, Hospital Israelita Albert Einstein, Sao Paulo, Brazil.

出版信息

JMIRx Med. 2024 Mar 25;5:e50803. doi: 10.2196/50803.

Abstract

BACKGROUND

The use of artificial intelligence (AI) in medicine has been a trending subject in the past few years. Although not frequently used in daily practice yet, it brings along many expectations, doubts, and fears for physicians. Surveys can be used to help understand this situation.

OBJECTIVE

This study aimed to explore the degree of knowledge, expectations, and fears on possible AI use by physicians in daily practice, according to sex and time since graduation.

METHODS

An electronic survey was sent to physicians of a large hospital in Brazil, from August to September 2022.

RESULTS

A total of 164 physicians responded to our survey. Overall, 54.3% (89/164) of physicians considered themselves to have an intermediate knowledge of AI, and 78.5% (128/163) believed that AI should be regulated by a governmental agency. If AI solutions were reliable, fast, and available, 77.9% (127/163) intended to frequently or always use AI for diagnosis (143/164, 87.2%), management (140/164, 85.4%), or exams interpretation (150/164, 91.5%), but their approvals for AI when used by other health professionals (85/163, 52.1%) or directly by patients (82/162, 50.6%) were not as high. The main benefit would be increasing the speed for diagnosis and management (106/163, 61.3%), and the worst issue would be to over rely on AI and lose medical skills (118/163, 72.4%). Physicians believed that AI would be useful (106/163, 65%), facilitate their work (140/153, 91.5%), not alter the number of appointments (80/162, 49.4%), not interfere in their financial gain (94/162, 58%), and not replace their jobs but be an additional source of information (104/162, 64.2%). In case of disagreement between AI and physicians, most (108/159, 67.9%) answered that a third opinion should be requested. Physicians with ≤10 years since graduation would adopt AI solutions more frequently than those with >20 years since graduation (P=.04), and female physicians were more receptive to other hospital staff using AI than male physicians (P=.008).

CONCLUSIONS

Physicians were shown to have good expectations regarding the use of AI in medicine when they apply it themselves, but not when used by others. They also intend to use it, as long as it was approved by a regulatory agency. Although there was hope for a beneficial impact of AI on health care, it also brings specific concerns.

摘要

背景

在过去几年中,人工智能(AI)在医学领域的应用一直是一个热门话题。尽管目前在日常实践中使用频率不高,但它给医生带来了许多期望、疑虑和担忧。调查可用于帮助了解这种情况。

目的

本研究旨在根据性别和毕业时间,探讨医生在日常实践中对人工智能可能应用的知识程度、期望和担忧。

方法

2022年8月至9月,向巴西一家大型医院的医生发送了电子调查问卷。

结果

共有164名医生回复了我们的调查。总体而言,54.3%(89/164)的医生认为自己对人工智能有中等程度的了解,78.5%(128/163)的医生认为人工智能应由政府机构监管。如果人工智能解决方案可靠、快速且可用,77.9%(127/163)的医生打算经常或始终使用人工智能进行诊断(143/164,87.2%)、管理(140/164,85.4%)或检查解读(150/164,91.5%),但他们对其他医疗专业人员使用人工智能(85/163,52.1%)或患者直接使用人工智能(82/162,50.6%)的认可度没有那么高。主要好处将是提高诊断和管理速度(106/163,61.3%),最糟糕的问题将是过度依赖人工智能并丧失医疗技能(118/163,72.4%)。医生们认为人工智能会有用(106/163,65%),便于他们的工作(140/153,91.5%),不会改变预约数量(80/162,49.4%),不会干扰他们的经济收益(94/162,58%),不会取代他们的工作,而是额外的信息来源(104/162,64.2%)。如果人工智能与医生意见不一致,大多数人(108/159,67.9%)回答应寻求第三方意见。毕业年限≤10年的医生比毕业年限>20年的医生更频繁地采用人工智能解决方案(P = 0.04),女性医生比男性医生更容易接受其他医院工作人员使用人工智能(P = 0.008)。

结论

当医生自己应用人工智能时,他们对其在医学中的应用表现出良好的期望,但当其他人使用时则不然。他们也打算使用它,只要它得到监管机构的批准。尽管人们希望人工智能对医疗保健产生有益影响,但它也带来了一些具体问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c99c/11080601/f53a438667d9/xmed-v5-e50803-g001.jpg

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