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.
基金:
This work was supported by the National Natural Science
Foundation of China (grant number No. 62201366).
语种:
外文
WOS:
PubmedID:
中科院(CAS)分区:
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
JCR分区:
出版当年[2022]版:
Q4CLINICAL NEUROLOGYQ4RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
最新[2023]版:
Q3CLINICAL NEUROLOGYQ3RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGINGQ4CLINICAL NEUROLOGY
第一作者机构:[1]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China.
共同第一作者:
通讯作者:
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.
推荐引用方式(GB/T 7714):
Li Xiangyu,Xiang Sishi,Li Guilin.Application of artificial intelligence in brain arteriovenous malformations: Angioarchitectures, clinical symptoms and prognosis prediction[J].INTERVENTIONAL NEURORADIOLOGY.2024,15910199241238798.doi:10.1177/15910199241238798.
APA:
Li Xiangyu,Xiang Sishi&Li Guilin.(2024).Application of artificial intelligence in brain arteriovenous malformations: Angioarchitectures, clinical symptoms and prognosis prediction.INTERVENTIONAL NEURORADIOLOGY,,
MLA:
Li Xiangyu,et al."Application of artificial intelligence in brain arteriovenous malformations: Angioarchitectures, clinical symptoms and prognosis prediction".INTERVENTIONAL NEURORADIOLOGY .(2024):15910199241238798