人工智能及其在医学研究中的作用

Anurag Gola, Ambarish Das, Amar B. Gumataj, S. Amirdhavarshini, J. Venkatachalam
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摘要

人工智能(AI)已成为科学技术领域的一种革命性机制。人工智能在科学研究中的作用日益广泛。人工智能在使研究过程变得更简单、更顺畅的同时,也引发了研究人员对其道德效用的担忧。此外,对于研究学者来说,人工智能的决策过程仍是一个黑箱。本综述旨在全面概述医学研究中人工智能工具的使用情况,并探讨相关挑战。搜索策略包括使用 "人工智能"、"机器学习 "和 "医学研究 "等关键词查询 PubMed,以确定相关文献。人工智能在研究中的意义不可避免。研究人员需要接受这样一个事实,即人工智能将很快成为研究中不可或缺的一部分,与此同时,人工智能目前存在的局限性也需要得到缓解,这样它才能被科学界所接受。
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Artificial Intelligence and Its Role in Medical Research
Artificial intelligence (AI) has emerged as a revolutionary mechanism in the field of science and technology. The role of AI in scientific research is becoming broader day by day. While AI is making processes easier and smoother, it is also raising concerns among researchers regarding its ethical utility. Besides, the decision-making process of AI remains a black box for research scholars. This review seeks to provide a comprehensive overview of the utilization of AI-based tools in medical research, along with an exploration of the associated challenges. The search strategy involved querying PubMed using keywords such as “Artificial intelligence,” “machine learning,” and “medical research” to identify relevant literature. The significance of AI in research is inevitable. Researchers need to accept the fact that AI will soon be an integral part of research, at the same time, the current limitations of AI need to be alleviated so that it will be embraced by the scientific community.
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