Three-Dimensional Convolutional Autoencoder Extracts Features of Structural Brain Images With a “Diagnostic Label-Free” Approach: Application to Schizophrenia Datasets - Yamaguchi, Hiroyuki; Hashimoto, Yuki; Sugihara, Genichi; Miyata, Jun; Murai, Toshiya; Takahashi, Hidehiko; Honda, Manabu; Hishimoto, Akitoyo; Yamashita, Yuichi (Frontiers in neuroscience, 2021)
Keywords: Biomedical research; Brain research; convolutional autoencoder; Datasets; Deep learning; Dementia; Discrimination; machine learning; Magnetic resonance imaging; Medical imaging; Medical research; Mental disorders; Neural networks; Neuroimaging; Neuroscience; Patients; Regression analysis; Schizophrenia; structural MRI; Three dimensional imaging; deep learning; structural MRI; convolutional autoencoder; schizophrenia; diagnostic label; machine learning; neuroimaging