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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Vydáno v:Magn Reson Med Sci
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: Japanese Society for Magnetic Resonance in Medicine 2020
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On-line přístup: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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