The Role of AI in the Evaluation of Neuroendocrine Tumors: Current State of the Art

IF 5.9 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Seminars in nuclear medicine Pub Date : 2025-05-01 Epub Date: 2025-02-28 DOI:10.1053/j.semnuclmed.2025.02.003
Felipe Lopez-Ramirez MD, Mohammad Yasrab MD, Florent Tixier PhD, Satomi Kawamoto MD, Elliot K. Fishman MD, Linda C. Chu MD
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Abstract

Advancements in Artificial Intelligence (AI) are driving a paradigm shift in the field of medical diagnostics, integrating new developments into various aspects of the clinical workflow. Neuroendocrine neoplasms are a diverse and heterogeneous group of tumors that pose significant diagnostic and management challenges due to their variable clinical presentations and biological behavior. Innovative approaches are essential to overcome these challenges and improve the current standard of care. AI-driven applications, particularly in imaging workflows, hold promise for enhancing tumor detection, classification, and grading by leveraging advanced radiomics and deep learning techniques. This article reviews the current and emerging applications of AI computer vision in the care of neuroendocrine neoplasms, focusing on its integration into imaging workflows, diagnostics, prognostic modeling, and therapeutic planning.
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人工智能在神经内分泌肿瘤评估中的作用:最新进展。
人工智能(AI)的进步正在推动医疗诊断领域的范式转变,将新的发展融入临床工作流程的各个方面。神经内分泌肿瘤是一种多样化和异质性的肿瘤,由于其多变的临床表现和生物学行为,对诊断和治疗构成了重大挑战。创新方法对于克服这些挑战和改善目前的护理标准至关重要。人工智能驱动的应用,特别是在成像工作流程中,有望通过利用先进的放射组学和深度学习技术来增强肿瘤检测、分类和分级。本文回顾了人工智能计算机视觉在神经内分泌肿瘤治疗中的当前和新兴应用,重点介绍了其与成像工作流程、诊断、预后建模和治疗计划的集成。
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来源期刊
Seminars in nuclear medicine
Seminars in nuclear medicine 医学-核医学
CiteScore
9.80
自引率
6.10%
发文量
86
审稿时长
14 days
期刊介绍: Seminars in Nuclear Medicine is the leading review journal in nuclear medicine. Each issue brings you expert reviews and commentary on a single topic as selected by the Editors. The journal contains extensive coverage of the field of nuclear medicine, including PET, SPECT, and other molecular imaging studies, and related imaging studies. Full-color illustrations are used throughout to highlight important findings. Seminars is included in PubMed/Medline, Thomson/ISI, and other major scientific indexes.
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