Challenges to AI use in anesthesia and healthcare: An anesthesiologist’s perspective

S. Gandotra, Slomi Gupta
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Abstract

Anesthesiology is well positioned to benefit from applications of artificial intelligence on multiple elements such as monitoring the depth of anesthesia, control of anesthetic machine functions, ultrasound guidance for procedures and diagnosis, adverse event prediction, pain assessment and management, and optimising the operating room workflow. The ethical concerns can arise from multiple aspects of AI research and deployment such as the nature and source of the data, data collection methodologies, AI models design, output interpretation and inappropriate use. AI solution can have the unintended consequences like perpetuation of systematic biases and discrimination towards under-represented sections of society. There could be conflicts about data protection, intellectual property rights and economic gains. Also, the research must be transparent and solutions feasible. The clinician’s role is ever changing in this landscape. We will discuss the broad ethical frameworks that are applicable to developing and using AI in medicine.
在麻醉和医疗保健领域使用人工智能所面临的挑战:麻醉师的视角
麻醉学完全有能力从人工智能在多方面的应用中获益,如监测麻醉深度、控制麻醉机功能、超声引导手术和诊断、不良事件预测、疼痛评估和管理以及优化手术室工作流程等。人工智能研究和部署的多个方面都可能产生伦理问题,如数据的性质和来源、数据收集方法、人工智能模型设计、输出解释和不当使用。人工智能解决方案可能会产生意想不到的后果,如延续系统性偏见和对代表性不足的社会群体的歧视。在数据保护、知识产权和经济收益方面也可能存在冲突。此外,研究必须透明,解决方案必须可行。在这种情况下,临床医生的角色不断变化。我们将讨论适用于在医学中开发和使用人工智能的广泛伦理框架。
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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