脳形態MRIを用いたアルツハイマー病臨床診断の為の深層学習モデルの構築と判断領域の可視化

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Material Type: 博士論文
Title: 脳形態MRIを用いたアルツハイマー病臨床診断の為の深層学習モデルの構築と判断領域の可視化
Author/Editor: 武田, 基秀
Author Heading: 武田, 基秀
Alternative Title: Construction of a deep learning model for clinical diagnosis of Alzheimer's disease using morphological brain MRI and visualization of discriminative decision area
Degree grantor/type: 新潟大学
Date Granted: 2023-03-23
Dissertation Number: 甲第5127号
Degree Type: 博士（医学）
Text Language Code: jpn
Subject Heading: Alzheimer's disease
Brain magnetic resonance imaging
Deep Learning
Convolutional Neural Networks
Explainable AI
Target Audience: 一般
Note (General): 新大院博(医)第1118号
Format (IMT): application/pdf
Access Restrictions: インターネット公開
Data Provider (Database): 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）
https://irdb.nii.ac.jp
Original Data Provider (Database): 新潟大学 : 新潟大学学術リポジトリ