.png){kind=icon}
返回
Artificial intelligence-based predictive models in vascular diseases
.png){kind=icon}
PRE
AI
DOI：10.1053/j.semvascsurg.2023.05.002.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Cardiovascular disease represents a source of major health problems worldwide, and although medical and technical advances have been achieved, they are still associated with high morbidity and mortality rates. Personalized medicine would benefit from novel tools to better predict individual prognosis and outcomes after intervention. Artificial intelligence (AI) has brought new insights to cardiovascular medicine, especially with the use of machine learning techniques that allow the identification of hidden patterns and complex associations in health data without any a priori assumptions. This review provides an overview on the use of artificial intelligence-based prediction models in vascular diseases, specifically focusing on aortic aneurysm, lower extremity arterial disease, and carotid stenosis. Potential benefits include the development of precision medicine in patients with vascular diseases. In addition, the main challenges that remain to be overcome to integrate artificial intelligence-based predictive models in clinical practice are discussed.(c) 2023 Elsevier Inc. All rights reserved.
Keyword:
Artificial intelligence
Machine learning
Predictive model
Vascular disease
Aortic disease
Peripheral artery disease
Lower extremity arterial disease
Carotid stenosis
期刊
IF:
3.6
论文数:
2.2W
被引数:
3.1W
机构
引用论文
Progress Toward Improved Cardiovascular Health in the United States Healthy People 2020 Heart Disease and Stroke Objectives美国改善心血管健康的进展健康人群2020心脏病和中风目标.png)
CIRCULATION
OAAI
CIRCULATIONIF38.6
OAAI分享收藏Analysis of a Machine Learning-Based Risk Stratification Scheme for Chronic Limb-Threatening IschemiaJAMA NETWORK OPEN
OAAI
JAMA NETWORK OPENIF9.7
OAAI分享收藏Genome-wide identification and characterization of microsatellite markers within the Avipoxviruses基因组范围内对Avipoxviruses中微卫星标记的鉴定与特征分析3 BiotechOAAI
3 BiotechIF0
OAAI分享收藏The Story of 1-Alkenyl Complexes of Early Transition Metals - A low Temperature Access to the versatile Titana-allene Building Block [Cp*2Ti=C=CH2]Synlett
SynlettIF0
PREAI
分享收藏Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events评估颈动脉CT血管造影影像组学在脑血管事件中罪犯病变识别中的稳健性SCIENTIFIC REPORTSOAAI
SCIENTIFIC REPORTSIF3.9
OAAI分享收藏Individual differences in intrinsic ankle stiffness and their relationship to body sway and ankle torquePLOS ONEOAAI
PLOS ONEIF0
OAAI分享收藏
查看更多内容