新时代的开始:口腔病理学中的人工智能

IF 0.4 Q4 BIOLOGY
C. Nandini, S. Basha, Aarchi Agarawal, R. Neelampari, K. Miyapuram, R. Nileshwariba
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引用次数: 0

摘要

智力是人类大脑的重要品质之一,有时它被定义为学习和理解新事物的能力,应用知识操纵环境或抽象思考的能力。当一台机器被训练以这种人形的方式学习和执行任务时,它被称为“人工智能(AI)”。人工智能可能会改变我们的生活和工作方式。过去十年,人工智能及其分支领域的知识呈指数级增长,为其在医疗保健领域(包括病理学)的应用创造了新的机会。这些强大的工具在病理学和医学中的成功应用需要跨学科的素养,包括病理学家传统上不熟悉的基本知识和概念的理解。这篇综述提供了人工智能及其组成分支的定义和基本知识,如机器学习、人工神经网络和深度学习。这篇综述还揭示了人工智能的可能应用以及在主流口腔病理学研究和诊断中的相关挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The beginning of a new era: Artificial intelligence in oral pathology
Intelligence is one of the vital qualities of the human brain, and it has been sometimes defined as the capacity to learn and understand new things, the ability to apply knowledge to manipulate one's environment or to think abstractly. When a machine is trained to learn and perform tasks in such a humanoid manner, it is referred to as the 'Artificial intelligence (AI)'. AI is likely to transform the way we live and work. The exponential growth of knowledge in the field of AI and its branches in the past decade has created new opportunities for its utilisation in the field of healthcare, including pathology. Successful application of these powerful tools in pathology and medicine requires cross-disciplinary literacy, including basic knowledge and understanding of concepts that have traditionally been unfamiliar to pathologists. This review provides definitions and basic knowledge of AI and its component branches such as machine learning, artificial neural networks and deep learning. This review also throws light on the possible applications of AI and the associated challenges in mainstream oral pathological research and diagnosis.
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11 weeks
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