Automated, fast, robust brain extraction on contrast-enhanced T1-weighted MRI in presence of brain tumors: an optimized model based on multi-center datasets.

Teng, Yuen; Chen, Chaoyue; Shu, Xin; Zhao, Fumin; Zhang, Lei; Xu, Jianguo

Teng, Yuen; Chen, Chaoyue; Shu, Xin; Zhao, Fumin; Zhang, Lei; Xu, Jianguo.

Affiliation

Teng Y; Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China.
Chen C; Department of Radiology, West China Hospital, Sichuan University, Chengdu, China.
Shu X; Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, China. chaoyuechen01@gmail.com.
Zhao F; Department of Radiology, West China Hospital, Sichuan University, Chengdu, China. chaoyuechen01@gmail.com.
Zhang L; West China Hospital, No. 37, GuoXue Alley, Chengdu, 610041, People's Republic of China. chaoyuechen01@gmail.com.
Xu J; College of Computer Science, Sichuan University, Chengdu, People's Republic of China.

Eur Radiol ; 34(2): 1190-1199, 2024 Feb.

Article in En | MEDLINE | ID: mdl-37615767

Subject(s)

Brain Neoplasms; Meningeal Neoplasms; Neuroma, Acoustic; Humans; Retrospective Studies; Neuroma, Acoustic/diagnostic imaging; Image Processing, Computer-Assisted/methods; Brain; Magnetic Resonance Imaging/methods; Brain Neoplasms/diagnostic imaging

Key words

Brain extraction; Brain mask; Brain tumor; Deep learning; Magnetic resonance imaging

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain Neoplasms / Neuroma, Acoustic / Meningeal Neoplasms Type of study: Clinical_trials / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Eur Radiol Journal subject: RADIOLOGIA Year: 2024 Type: Article Affiliation country: China

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