对患有共存偏头痛的患者进行人工智能引导的癌症治疗
David B Olawade1,2,3, Jennifer Teke2,4, Khadijat K Adeleye5
1Department of Allied and Public Health, School of Health, Sport and Bioscience, University of East London, London E16 2RD, UK.
Cancers
|November 9, 2024
概括
人工智能 (AI) 增强了针对偏头痛等并发症患者的个性化癌症治疗. 人工智能有助于分析,发现生物标志物和预测分析,以改善治疗结果.
科学领域:
- 在瘤学瘤学.
- 神经学 神经学
- 医疗信息学 医疗信息学
背景情况:
- 癌症是全球主要的死亡原因,治疗受到伴随性疾病患者个性化治疗挑战的阻碍.
- 人工智能 (AI) 整合到患者分析中,为个性化抗癌治疗提供了一种新的方法.
研究的目的:
- 通过个性化分析来探索AI在改进抗癌疗法的作用.
- 专注于患有并发性偏头痛的癌症患者.
主要方法:
- 在PubMed,Scopus和谷歌学者中进行全面的文献搜索.
- 关于AI在瘤学和偏头痛管理,个性化医学和预测建模方面的研究选择.
- 综合关键主题,对发展,挑战和未来方向进行概述.
主要成果:
- 人工智能技术 (ML,DL,NLP) 对于发现癌症和偏头痛生物标志物至关重要.
- 人工智能能够进行预测分析,以评估偏头痛对并发病病例癌症治疗的影响.
- 人工智能支持临床决策支持系统 (CDSS) 实时治疗调整.
结论:
- 人工智能显示出显著的潜力,可以提高精确性和有效性,在管理癌症患者并发性偏头痛.
- 挑战包括数据集成,临床验证和需要解决的伦理考虑.
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