人工智能 (AI) 在胰胆管 (PB) 疾病管理中的当前和新兴应用。

Q1 Medicine Current Gastroenterology Reports Pub Date : 2024-11-01 Epub Date: 2024-08-12 DOI:10.1007/s11894-024-00942-8
Nikhil Bush, Mouen Khashab, Venkata S Akshintala
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引用次数: 0

摘要

综述目的:在这篇综述中,我们旨在总结有关使用人工智能(AI)诊断和治疗胰胆管疾病的现有文献和未来方向。最新发现:人工智能模型已被开发用于辅助诊断和治疗胰胆管疾病,如胰腺腺癌(PDAC)、胰腺神经内分泌肿瘤(pNETs)、急性胰腺炎、慢性胰腺炎、自身免疫性胰腺炎、胆总管结石、不确定胆道狭窄、胆管癌以及ERCP、EUS和胆道镜等内镜手术。最近的研究将放射学、内窥镜和病理学数据整合在一起,开发出有助于更好地检测和预后这些疾病的模型。人工智能是未来医学实践中不可或缺的支持者。它已被广泛研究并批准用于检测结肠息肉。基于临床、实验室和放射组学的人工智能模型已被开发出来,以帮助诊断和管理各种肺结核疾病,其应用范围正在不断扩大。尽管取得了可喜的成果,但这些基于人工智能的模型还需要进一步的外部验证才能应用于临床。
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Current and Emerging Applications of Artificial Intelligence (AI) in the Management of Pancreatobiliary (PB) disorders.

PURPOSE OF REVIEW: In this review, we aim to summarize the existing literature and future directions on the use of artificial intelligence (AI) for the diagnosis and treatment of PB (pancreaticobiliary) disorders. RECENT FINDINGS: AI models have been developed to aid in the diagnosis and management of PB disorders such as pancreatic adenocarcinoma (PDAC), pancreatic neuroendocrine tumors (pNETs), acute pancreatitis, chronic pancreatitis, autoimmune pancreatitis, choledocholithiasis, indeterminate biliary strictures, cholangiocarcinoma and endoscopic procedures such as ERCP, EUS, and cholangioscopy. Recent studies have integrated radiological, endoscopic and pathological data to develop models to aid in better detection and prognostication of these disorders. AI is an indispensable proponent in the future practice of medicine. It has been extensively studied and approved for use in the detection of colonic polyps. AI models based on clinical, laboratory, and radiomics have been developed to aid in the diagnosis and management of various PB disorders and its application is ever expanding. Despite promising results, these AI-based models need further external validation to be clinically applicable.

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来源期刊
Current Gastroenterology Reports
Current Gastroenterology Reports Medicine-Gastroenterology
CiteScore
7.80
自引率
0.00%
发文量
19
期刊介绍: As the field of gastroenterology and hepatology rapidly evolves, the wealth of published literature can be overwhelming. The aim of the journal is to help readers stay abreast of such advances by offering authoritative, systematic reviews by leading experts. We accomplish this aim by appointing Section Editors who invite international experts to contribute review articles that highlight recent developments and important papers published in the past year. Major topics in gastroenterology are covered, including pediatric gastroenterology, neuromuscular disorders, infections, nutrition, and inflammatory bowel disease. These reviews provide clear, insightful summaries of expert perspectives relevant to clinical practice. An Editorial Board of internationally diverse members suggests topics of special interest to their country/region and ensures that topics are current and include emerging research. We also provide commentaries from well-known figures in the field.
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