人工智能在结直肠癌微创诊疗中的应用与前景

Application and prospect of artificial intelligence in minimally invasive diagnosis and treatment of colorectal cancer

  • 摘要: 随着人工智能(AI)技术的快速发展,其在结直肠癌诊疗中的应用逐步深化,涵盖了术前诊断、手术辅助和预后评估等多个环节。AI在结直肠癌筛查中能敏锐捕捉癌前病变与肿瘤特征,提高诊断精确性;术中通过实时反馈和导航支持,帮助外科医师提高手术精度并减少并发症;术后则可以综合分析多维数据优化治疗决策和资源配置。然而,现有的AI模型仍面临准确性、泛化能力等挑战,且社会层面如隐私、伦理等问题亟需解决。随着技术进步,AI将在结直肠癌微创手术中发挥更大作用,特别是在机器人手术领域,有望提供更加精确和个性化的治疗方案。笔者总结AI在结直肠癌微创诊疗中的应用与前景,旨在为临床实践提供参考。

     

    Abstract: With the rapid development of artificial intelligence (AI) technology, its applica-tion in diagnosis and treatment of colorectal cancer (CRC) has deepened, covering preoperative diagnosis, surgical assistance, and prognostic evaluation. AI can accurately detect precancerous lesions and tumor characteristics during screening of CRC, improving diagnostic precision.During surgery, AI provides real‑time feedback and navigation support, helping surgeons improve precision and reduce complications. After surgery, AI integrates multidimensional data to optimize treatment decisions and resource allocation. However, current AI models still face challenges in accuracy, generalization, and integration with existing medical systems, and societal issues such as privacy and ethics need to be addressed. With ongoing technological advancements, AI is expected to play a greater role in minimally invasive surgeries for CRC, particularly in robotic surgery, offering more precise and personalized treatment options in the future. The authors summarize application and prospect of artificial intelligence in minimally invasive treatment of colorectal cancer, aiming to provide references for clinical practice.

     

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