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胆管癌的影像学评估与人工智能。

Cholangiocarcinoma Evaluation via Imaging and Artificial Intelligence.

机构信息

Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.

Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China,

出版信息

Oncology. 2021;99(2):72-83. doi: 10.1159/000507449. Epub 2020 Nov 4.

Abstract

BACKGROUND

Cholangiocarcinoma (CCA) is a relatively rare malignant biliary system tumor, and yet it represents the second most common primary hepatic neoplasm, following hepatocellular carcinoma. Regardless of the type, location, or etiology, the survival prognosis of these tumors remains poor. The only method of cure for CCA is complete surgical resection, but part of patients with complete resection are still subject to local recurrence or distant metastasis.

SUMMARY

Over the last several decades, our understanding of the molecular biology of CCA has increased tremendously, diagnostic and evaluative techniques have evolved, and novel therapeutic approaches have been established. Key Messages: This review provides an overview of preoperative imaging evaluations of CCA. Furthermore, relevant information about artificial intelligence (AI) in medical imaging is discussed, as well as the development of AI in CCA treatment.

摘要

背景

胆管癌(CCA)是一种相对罕见的恶性胆道系统肿瘤,然而它是继肝细胞癌之后第二常见的原发性肝脏肿瘤。无论肿瘤的类型、位置或病因如何,这些肿瘤的生存预后仍然较差。治疗 CCA 的唯一方法是完全手术切除,但部分完全切除的患者仍会出现局部复发或远处转移。

摘要

在过去的几十年中,我们对 CCA 的分子生物学的理解有了极大的提高,诊断和评估技术也不断发展,新的治疗方法也已经建立。关键信息:本文综述了 CCA 的术前影像学评估。此外,还讨论了医学影像学中的人工智能(AI)相关信息,以及 AI 在 CCA 治疗中的发展。

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