关键词: Artificial intelligence early screening management pancreatic cancer personalized treatment

来  源:   DOI:10.3389/fonc.2024.1345810   PDF(Pubmed)

Abstract:
Pancreatic cancer, an exceptionally malignant tumor of the digestive system, presents a challenge due to its lack of typical early symptoms and highly invasive nature. The majority of pancreatic cancer patients are diagnosed when curative surgical resection is no longer possible, resulting in a poor overall prognosis. In recent years, the rapid progress of Artificial intelligence (AI) in the medical field has led to the extensive utilization of machine learning and deep learning as the prevailing approaches. Various models based on AI technology have been employed in the early screening, diagnosis, treatment, and prognostic prediction of pancreatic cancer patients. Furthermore, the development and application of three-dimensional visualization and augmented reality navigation techniques have also found their way into pancreatic cancer surgery. This article provides a concise summary of the current state of AI technology in pancreatic cancer and offers a promising outlook for its future applications.
摘要:
胰腺癌,一种非常恶性的消化系统肿瘤,由于缺乏典型的早期症状和高度侵入性,提出了一个挑战。大多数胰腺癌患者在不再可能进行根治性手术切除时被诊断出来,导致整体预后不良。近年来,人工智能(AI)在医学领域的快速发展导致了机器学习和深度学习作为主流方法的广泛利用。在早期筛查中采用了基于人工智能技术的各种模型,诊断,治疗,胰腺癌患者的预后预测。此外,三维可视化和增强现实导航技术的发展和应用也在胰腺癌手术中找到了方向。本文简要总结了AI技术在胰腺癌中的应用现状,并对其未来的应用前景进行了展望。
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