Reducing the acquisition time for magnetic resonance imaging using super-resolution image generation and evaluating the accuracy of hippocampal volumes for diagnosing Alzheimer’s disease

Reducing the acquisition time for magnetic resonance imaging using super-resolution image generation and evaluating the accuracy of hippocampal volumes for diagnosing Alzheimer’s disease

IntroductionBrain magnetic resonance imaging (MRI) is important for diagnosing Alzheimer’s disease (AD), and MRI acquisition time should be reduced. The current study aimed to identify which Pix2Pix-based super-resolution images can reduce errors associated with brain anatomical analysis with diffeo...

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Bibliographic Details
Main Authors: Nobukiyo Yoshida, Hajime Kageyama, Hiroyuki Akai, Satoshi Kasai, Kei Sasaki, Noriko Sakurai, Naoki Kodama
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Neurology
Subjects:
Alzheimer disease
Pix2Pix network
super-resolution
hippocampal volume measurement
brain anatomical analysis using diffeomorphic deformation
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2025.1507722/full
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https://www.frontiersin.org/articles/10.3389/fneur.2025.1507722/full

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