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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Detaylı Bibliyografya
Yayımlandı:Magn Reson Med Sci
Asıl Yazarlar: 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
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Japanese Society for Magnetic Resonance in Medicine 2020
Konular:
Major Paper
Online Erişim: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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