Suppr超能文献

人工智能技术在老年癌症治疗中的有效性:一项系统综述。

Effectiveness of Artificial Intelligence Technologies in Cancer Treatment for Older Adults: A Systematic Review.

作者信息

Obimba Doris C, Esteva Charlene, Nzouatcham Tsicheu Eurika N, Wong Roger

机构信息

Department of Public Health and Preventive Medicine, Norton College of Medicine, SUNY Upstate Medical University, Syracuse, NY 13210, USA.

Department of Geriatrics, SUNY Upstate Medical University, Syracuse, NY 13210, USA.

出版信息

J Clin Med. 2024 Aug 23;13(17):4979. doi: 10.3390/jcm13174979.

Abstract

Aging is a multifaceted process that may lead to an increased risk of developing cancer. Artificial intelligence (AI) applications in clinical cancer research may optimize cancer treatments, improve patient care, and minimize risks, prompting AI to receive high levels of attention in clinical medicine. This systematic review aims to synthesize current articles about the effectiveness of artificial intelligence in cancer treatments for older adults. : We conducted a systematic review by searching CINAHL, PsycINFO, and MEDLINE via EBSCO. We also conducted forward and backward hand searching for a comprehensive search. Eligible studies included a study population of older adults (60 and older) with cancer, used AI technology to treat cancer, and were published in a peer-reviewed journal in English. This study was registered on PROSPERO (CRD42024529270). : This systematic review identified seven articles focusing on lung, breast, and gastrointestinal cancers. They were predominantly conducted in the USA (42.9%), with others from India, China, and Germany. The measures of overall and progression-free survival, local control, and treatment plan concordance suggested that AI interventions were equally or less effective than standard care in treating older adult cancer patients. Despite promising initial findings, the utility of AI technologies in cancer treatment for older adults remains in its early stages, as further developments are necessary to enhance accuracy, consistency, and reliability for broader clinical use.

摘要

衰老 是一个多方面的过程,可能会导致患癌风险增加。人工智能(AI)在临床癌症研究中的应用可以优化癌症治疗、改善患者护理并将风险降至最低,这促使人工智能在临床医学中受到高度关注。本系统评价旨在综合当前关于人工智能在老年癌症患者治疗中的有效性的文章。:我们通过EBSCO检索了CINAHL、PsycINFO和MEDLINE进行系统评价。我们还进行了前后向手工检索以进行全面搜索。符合条件的研究包括老年(60岁及以上)癌症患者的研究人群,使用人工智能技术治疗癌症,并发表在同行评审的英文期刊上。本研究已在PROSPERO(CRD42024529270)上注册。:本系统评价确定了七篇关注肺癌、乳腺癌和胃肠道癌的文章。这些研究主要在美国进行(42.9%),其他来自印度、中国和德国。总生存期、无进展生存期、局部控制和治疗方案一致性的测量表明,在治疗老年癌症患者方面,人工智能干预的效果与标准治疗相当或更差。尽管初步研究结果很有前景,但人工智能技术在老年癌症治疗中的应用仍处于早期阶段,因为需要进一步发展以提高其准确性、一致性和可靠性,以便更广泛地应用于临床。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/87df/11396550/5c422ab8f360/jcm-13-04979-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验