A Novel Deep Learning Approach with a 3D Convolutional Ladder Network for Differential Diagnosis of Idiopathic Normal Pressure Hydrocephalus and Alzheimer’s Disease

PURPOSE: Idiopathic normal pressure hydrocephalus (iNPH) and Alzheimer’s disease (AD) are geriatric diseases and common causes of dementia. Recently, many studies on the segmentation, disease detection, or classification of MRI using deep learning have been conducted. The aim of this study was to di...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Magn Reson Med Sci
Prif Awduron: Irie, Ryusuke, Otsuka, Yujiro, Hagiwara, Akifumi, Kamagata, Koji, Kamiya, Kouhei, Suzuki, Michimasa, Wada, Akihiko, Maekawa, Tomoko, Fujita, Shohei, Kato, Shimpei, Nakajima, Madoka, Miyajima, Masakazu, Motoi, Yumiko, Abe, Osamu, Aoki, Shigeki
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Japanese Society for Magnetic Resonance in Medicine 2020
Pynciau:
Major Paper
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7809147/
https://ncbi.nlm.nih.gov/pubmed/31969525
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.mp.2019-0106
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