文章：

深度学习在胰腺癌诊疗中的应用

Deep Learning Applications in Pancreatic Cancer

原文发布日期：19 January 2024

DOI: 10.3390/cancers16020436

类型: Article

开放获取: 是

英文摘要：

Pancreatic cancer is one of the most lethal gastrointestinal malignancies. Despite advances in cross-sectional imaging, chemotherapy, radiation therapy, and surgical techniques, the 5-year overall survival is only 12%. With the advent and rapid adoption of AI across all industries, we present a review of applications of DL in the care of patients diagnosed with PC. A review of different DL techniques with applications across diagnosis, management, and monitoring is presented across the different pathological subtypes of pancreatic cancer. This systematic review highlights AI as an emerging technology in the care of patients with pancreatic cancer.

摘要翻译： 

胰腺癌是最致命的胃肠道恶性肿瘤之一。尽管横断面成像、化疗、放疗及外科技术已取得进展，其五年总生存率仍仅为12%。随着人工智能在各行业的兴起与迅速普及，本文综述了深度学习在胰腺癌患者诊疗中的应用。研究系统回顾了深度学习技术在不同病理亚型胰腺癌的诊断、治疗及监测等环节的应用情况。本系统性综述强调，人工智能正成为胰腺癌诊疗领域一项新兴技术。

原文链接：

Deep Learning Applications in Pancreatic Cancer