A machine learning approach for predicting perihematomal edema expansion in patients with intracerebral hemorrhage.

Yihao Chen,Chenchen Qin,Jianbo Chang, Yan Lyu,Qinghua Zhang,Zeju Ye,Zhaojian Li,Fengxuan Tian,Wenbin Ma,Junji Wei,Ming Feng,Jianhua Yao,Renzhi Wang

European radiology（2022）

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摘要

• This is the first study to use artificial intelligence technology for the prediction of perihematomal edema expansion. • A combined machine learning model, trained on data from radiomics, clinical indicators, and imaging features associated with hematoma expansion, outperformed all other methods.

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关键词

Brain edema,Cerebral hemorrhage,Computer-assisted diagnosis,Machine learning

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