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Application of artificial intelligence in brain arteriovenous malformations: Angioarchitectures, clinical symptoms and prognosis prediction

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机构: [1]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
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关键词: angioarchitectures artificial intelligence brain arteriovenous malformations machine learning

摘要:
Artificial intelligence (AI) has rapidly advanced in the medical field, leveraging its intelligence and automation for the management of various diseases. Brain arteriovenous malformations (AVM) are particularly noteworthy, experiencing rapid development in recent years and yielding remarkable results. This paper aims to summarize the applications of AI in the management of AVMs management.Literatures published in PubMed during 1999-2022, discussing AI application in AVMs management were reviewed.AI algorithms have been applied in various aspects of AVM management, particularly in machine learning and deep learning models. Automatic lesion segmentation or delineation is a promising application that can be further developed and verified. Prognosis prediction using machine learning algorithms with radiomic-based analysis is another meaningful application.AI has been widely used in AVMs management. This article summarizes the current research progress, limitations and future research directions.

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出版当年[2023]版:
大类 | 4 区 医学
小类 | 4 区 临床神经病学 4 区 核医学
最新[2023]版:
大类 | 4 区 医学
小类 | 4 区 临床神经病学 4 区 核医学
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出版当年[2022]版:
Q4 CLINICAL NEUROLOGY Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
最新[2023]版:
Q3 CLINICAL NEUROLOGY Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Q4 CLINICAL NEUROLOGY

影响因子: 最新[2023版] 最新五年平均 出版当年[2022版] 出版当年五年平均 出版前一年[2021版] 出版后一年[2023版]

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第一作者机构: [1]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
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通讯机构: [1]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China. [*1]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
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