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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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japanese Society for Magnetic Resonance in Medicine 2020
Materias:
Major Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809147/
https://www.ncbi.nlm.nih.gov/pubmed/31969525
http://dx.doi.org/10.2463/mrms.mp.2019-0106

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809147/
https://www.ncbi.nlm.nih.gov/pubmed/31969525
http://dx.doi.org/10.2463/mrms.mp.2019-0106

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