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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Bibliografiske detaljer
Udgivet i:Magn Reson Med Sci
Main Authors: 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
Format: Artigo
Sprog:Inglês
Udgivet: Japanese Society for Magnetic Resonance in Medicine 2020
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Major Paper
Online adgang: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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