Development and Validation of a Deep Learning Predictive Model Combining Clinical and Radiomic Features for Short-Term Postoperative Facial Nerve Function in Acoustic Neuroma Patients.

Wang, Meng-Yang; Jia, Chen-Guang; Xu, Huan-Qing; Xu, Cheng-Shi; Li, Xiang; Wei, Wei; Chen, Jin-Cao

Wang, Meng-Yang; Jia, Chen-Guang; Xu, Huan-Qing; Xu, Cheng-Shi; Li, Xiang; Wei, Wei; Chen, Jin-Cao.

Afiliación

Wang MY; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
Jia CG; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
Xu HQ; School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, 230012, China.
Xu CS; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
Li X; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China.
Wei W; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China. wei.wei@whu.edu.cn.
Chen JC; Department of Neurosurgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China. chenjincao2012@163.com.

Curr Med Sci ; 43(2): 336-343, 2023 Apr.

Article en En | MEDLINE | ID: mdl-37059936

Asunto(s)

Aprendizaje Profundo; Neuroma Acústico; Humanos; Nervio Facial/diagnóstico por imagen; Neuroma Acústico/diagnóstico por imagen; Neuroma Acústico/cirugía; Imagen por Resonancia Magnética/métodos; Pronóstico

Palabras clave

acoustic neuroma; convolutional neural network; facial nerve function; machine learning; multi-sequence magnetic resonance imaging

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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Neuroma Acústico / Aprendizaje Profundo Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: Curr Med Sci Año: 2023 Tipo del documento: Article

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