Automatic assessment of disproportionately enlarged subarachnoid-space hydrocephalus from 3D MRI using two deep learning models

BackgroundDisproportionately enlarged subarachnoid-space hydrocephalus (DESH) is a key feature for Hakim disease (idiopathic normal pressure hydrocephalus: iNPH), but subjectively evaluated. To develop automatic quantitative assessment of DESH with automatic segmentation using combined deep learning...

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發表在:	Frontiers in Aging Neuroscience
Main Authors:	Shigeki Yamada, Hirotaka Ito, Hironori Matsumasa, Satoshi Ii, Tomohiro Otani, Motoki Tanikawa, Chifumi Iseki, Yoshiyuki Watanabe, Shigeo Wada, Marie Oshima, Mitsuhito Mase
格式:	Article
語言:	英语
出版:	Frontiers Media S.A. 2024-03-01
主題:	artificial intelligence deep learning MRI disproportionately enlarged subarachnoid-space hydrocephalus idiopathic normal pressure hydrocephalus chronic hydrocephalus in adults
在線閱讀:	https://www.frontiersin.org/articles/10.3389/fnagi.2024.1362637/full