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整合人工智能技术在结直肠癌管理方面的进步:导航过去和预测未来的方向

Zeeshan Raza¹, Sabah Uddin Saqib¹, Adeel Ahmad Bajwa¹

¹Department of Surgery, in Colorectal Surgery, University Hospital Coventry and Warwickshire Trust UK.

JPMA. The Journal of the Pakistan Medical Association

|May 7, 2024

概括

人工智能 (AI) 通过更好的早期检测和个性化治疗计划,提高了结直肠癌的管理. 由人工智能驱动的工具分析医疗图像和患者数据,以便更准确的诊断和有效的策略.

科学领域:

在瘤学瘤学.
医疗成像医学成像
人工智能的人工智能

背景情况:

结肠直肠癌 (CRC) 管理需要及时诊断和个性化治疗.
人工智能 (AI) 的进步为癌症护理提供了新的工具.
人工智能在彻底改变CRC检测和治疗方面的潜力越来越得到认可.

研究的目的:

探索人工智能在结直肠癌管理中的多样化应用.
审查人工智能的作用,从早期检测和诊断到手术干预.
突出AI对个性化治疗规划和临床决策支持的影响.

主要方法:

这篇叙事综述综合了当前关于大肠直肠癌人工智能的文献.
研究的主要领域包括成像分析,数据集成和外科应用.
该审查涵盖了人工智能在多体检测,分期和治疗策略中的作用.

主要成果:

人工智能通过先进的成像分析显著改善了结直肠癌的早期检测和诊断.
人工智能通过整合全面的患者数据来促进个性化治疗规划.
将人工智能集成到临床决策支持系统中可以增强基于证据的治疗策略.

结论:

人工智能是治疗结直肠癌各个阶段的变革性工具.
人工智能提高了诊断准确度,治疗个性化和手术精度.
持续整合人工智能有望改善瘤学患者的治疗结果.

关键词:

人工智能,结肠直肠外科,临床瘤分期,精准医学,机器人手术,结肠镜,结肠直肠瘤,磁共振成像,淋巴结,断层扫描,X射线,癌症,遥测手术,虚拟学习.

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