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

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第一作者： Ryusuke,Irie

第一单位： Department of Radiology, Juntendo University School of Medicine.;Department of Radiology, Graduate School of Medicine, The University of Tokyo.

作者： Ryusuke,Irie ^[1] ; Yujiro,Otsuka ^[2] ; Akifumi,Hagiwara ^[1] ; Koji,Kamagata ^[3] ; Kouhei,Kamiya ^[4] ; Michimasa,Suzuki ^[3] ; Akihiko,Wada ^[3] ; Tomoko,Maekawa ^[1] ; Shohei,Fujita ^[1] ; Shimpei,Kato ^[1] ; Madoka,Nakajima ^[5] ; Masakazu,Miyajima ^[6] ; Yumiko,Motoi ^[7] ; Osamu,Abe ^[4] ; Shigeki,Aoki ^[3]

作者单位： Department of Radiology, Juntendo University School of Medicine.;Department of Radiology, Graduate School of Medicine, The University of Tokyo. ^[1] Department of Radiology, Juntendo University School of Medicine.;Milliman, Inc. ^[2] Department of Radiology, Juntendo University School of Medicine. ^[3] Department of Radiology, Graduate School of Medicine, The University of Tokyo. ^[4] Department of Neurosurgery, Juntendo University School of Medicine. ^[5] Department of Neurosurgery, Juntendo Tokyo Koto Geriatric Medical Center. ^[6] Department of Neurology, Juntendo University School of Medicine.;Department of Diagnosis, Prevention and Treatment of Dementia, Juntendo University Graduate School of Medicine. ^[7]

关键词 Alzheimer’s disease artificial intelligence computer-aided diagnosis deep learning idiopathic normal pressure hydrocephalus