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AI-based medical e-diagnosis for fast and automatic ventricular volume measurement in patients with normal pressure hydrocephalus

Based on CT and MRI images acquired from normal pressure hydrocephalus (NPH) patients, using machine learning methods, we aim to establish a multimodal and high-performance automatic ventricle segmentation method to achieve an efficient and accurate automatic measurement of the ventricular volume. F...

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Detalles Bibliográficos
Autores principales: Zhou, Xi, Ye, Qinghao, Yang, Xiaolin, Chen, Jiakun, Ma, Haiqin, Xia, Jun, Del Ser, Javier, Yang, Guang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866920/
https://www.ncbi.nlm.nih.gov/pubmed/35228779
http://dx.doi.org/10.1007/s00521-022-07048-0