人工智能在癌症精确治疗中的临床应用
Jinyu Wang1,2, Ziyi Zeng2,3, Zehua Li4
1Department of Medical Genetics, West China Second University Hospital, Sichuan University, Chengdu, China.
Journal of translational medicine
|January 28, 2025
概括
人工智能 (AI) 正通过个性化治疗来彻底改变癌症精准医学. 这篇评论强调了人工智能.
科学领域:
- 在瘤学瘤学.
- 生物信息学是一种生物信息学.
- 计算生物学 计算生物学
背景情况:
- 人工智能 (AI) 利用高维数据集和先进的计算用于瘤学.
- 精确癌症医学旨在为个别患者量身定制治疗方法,以改善结果并最大限度地减少副作用.
- 目前还没有对人工智能对癌症精准医学的影响进行全面的审查.
研究的目的:
- 审查人工智能对癌症精准医学的影响.
- 总结人工智能在个性化癌症治疗中的最新发展和应用.
- 确定该领域的挑战和伦理考虑.
主要方法:
- 关于人工智能在瘤学中的应用现有文献的综述.
- 人工智能原则的描述,包括机器学习和深度学习.
- 整合来自各种算法和模型的数据用于临床任务.
主要成果:
- 人工智能在个性化传统和新兴癌症疗法方面发挥着至关重要的作用.
- 人工智能在目标预测,药物生成和免疫治疗反应预测方面表现有前途.
- 人工智能应用扩展到新抗原预测和长非编码RNA识别.
结论:
- 人工智能是癌症精准医学的组成部分,有可能优化治疗方法.
- 人工智能可以增强传统,向和免疫疗法,以获得更好的患者结果.
- 这一综述是临床医生和研究人员促进进一步调查的资源.
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