智能肿瘤学:人工智能与肿瘤学的融合

IF 7.6 Q1 ONCOLOGY
Bo Lin , Zhibo Tan , Yaqi Mo , Xue Yang , Yajie Liu , Bo Xu
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引用次数: 4

摘要

随着人工智能(AI)在肿瘤学中的潜在应用的意识形态和技术的探索越来越多,我们在这里描述了一个整体和结构化的概念,称为智能肿瘤学。智能肿瘤学是一门集肿瘤学、放射学、病理学、分子生物学、多组学和计算机科学为一体的跨学科专业,旨在促进癌症的预防、筛查、早期诊断和精准治疗。人工智能技术的快速发展,如自然语言处理、机器/深度学习、计算机视觉和机器人过程自动化,促进了智能肿瘤学的发展。虽然智能肿瘤学的概念和应用仍处于起步阶段,仍然存在许多障碍和挑战,但我们乐观地认为,它将在未来的基础、转化和临床肿瘤学中发挥关键作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent oncology: The convergence of artificial intelligence and oncology

With increasingly explored ideologies and technologies for potential applications of artificial intelligence (AI) in oncology, we here describe a holistic and structured concept termed intelligent oncology. Intelligent oncology is defined as a cross-disciplinary specialty which integrates oncology, radiology, pathology, molecular biology, multi-omics and computer sciences, aiming to promote cancer prevention, screening, early diagnosis and precision treatment. The development of intelligent oncology has been facilitated by fast AI technology development such as natural language processing, machine/deep learning, computer vision, and robotic process automation. While the concept and applications of intelligent oncology is still in its infancy, and there are still many hurdles and challenges, we are optimistic that it will play a pivotal role for the future of basic, translational and clinical oncology.

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来源期刊
CiteScore
14.20
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