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人工智能在肺癌中的融合:机器的崛起。

Integration of artificial intelligence in lung cancer: Rise of the machine.

机构信息

Department of Radiation Oncology, City of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA 91010, USA.

Department of Radiation Oncology, City of Hope National Medical Center, 1500 E Duarte Road, Duarte, CA 91010, USA.

出版信息

Cell Rep Med. 2023 Feb 21;4(2):100933. doi: 10.1016/j.xcrm.2023.100933. Epub 2023 Feb 3.

Abstract

The goal of oncology is to provide the longest possible survival outcomes with the therapeutics that are currently available without sacrificing patients' quality of life. In lung cancer, several data points over a patient's diagnostic and treatment course are relevant to optimizing outcomes in the form of precision medicine, and artificial intelligence (AI) provides the opportunity to use available data from molecular information to radiomics, in combination with patient and tumor characteristics, to help clinicians provide individualized care. In doing so, AI can help create models to identify cancer early in diagnosis and deliver tailored therapy on the basis of available information, both at the time of diagnosis and in real time as they are undergoing treatment. The purpose of this review is to summarize the current literature in AI specific to lung cancer and how it applies to the multidisciplinary team taking care of these complex patients.

摘要

肿瘤学的目标是在不牺牲患者生活质量的前提下,提供目前可用的治疗方法,尽可能延长生存时间。在肺癌中,患者在诊断和治疗过程中的几个数据点与优化精准医学治疗效果有关,而人工智能(AI)则提供了一个机会,可以利用分子信息、放射组学以及患者和肿瘤特征等方面的现有数据,帮助临床医生提供个性化的治疗方案。通过这种方式,AI 可以帮助建立模型,以便在诊断早期识别癌症,并根据现有信息提供定制的治疗方案,无论是在诊断时还是在治疗过程中实时提供。本文的目的是总结目前关于肺癌的 AI 相关文献,并探讨其如何应用于治疗这些复杂患者的多学科团队。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b85/9975283/2b0080a2675c/gr1.jpg

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