Deep learning based on susceptibility-weighted MR sequence for detecting cerebral microbleeds and classifying cerebral small vessel disease

Abstract Background Cerebral microbleeds (CMBs) serve as neuroimaging biomarkers to assess risk of intracerebral hemorrhage and diagnose cerebral small vessel disease (CSVD). Therefore, detecting CMBs can evaluate the risk of intracerebral hemorrhage and use its presence to support CSVD classificati...

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Detalhes bibliográficos

Principais autores:	Ruizhen Wu, Huaqing Liu, Hao Li, Lifen Chen, Lei Wei, Xuehong Huang, Xu Liu, Xuejiao Men, Xidan Li, Lanqing Han, Zhengqi Lu, Bing Qin
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2023-10-01
coleção:	BioMedical Engineering OnLine
Assuntos:	Cerebral small vessel disease Cerebral microbleeds Susceptibility-weighted MR Sequence Deep learning
Acesso em linha:	https://doi.org/10.1186/s12938-023-01164-1
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