2018 - 2022 Extracting features of neuroimaging in pychiatric disorders using machine learning and multicenter datasets
2017 - 2022 在宅死を支える「看取り教育」プログラムの新規開発
2018 - 2021 Development of patient monitoring methods aimed at developing a comprehensive support program for gynecologic cancer
2018 - 2021 Application of high-precision denoising technique with deep learning to neuroimaging research
2016 - 2021 Neuroimaging of will-power
2016 - 2021 Mathematical Sciences aiming at medical application of light propagation in biomedical tissues and related topics
2015 - 2018 Neural networks underlying social cognitive impairment in schizophrenia and their plasticity
2015 - 2018 Protective and risk factors associated with progressive brain alterations in schizophrenia
2015 - 2018 Improvement of MRI-based brain connectome with high-speed and high-precision denoising techniques
2013 - 2016 Fundamental study for high-resolution diffused optical tomography based on numerical analysis and applied analysis
2013 - 2016 Real-time field monitoring system for compressed sensing reconstruction on MRI
2012 - 2015 Towards preclinical diagnosis of Alzheimer's disease based on the default network activity
2012 - 2015 Exploring neural substrates of heterogeneity of schizophrenia with a data-driven approach
2012 - 2015 Application of high-speed and high-precision denoising techniques with GPGPU for brain imaging
2011 - 2013 Application of data mining technology to diagnostic imaging support of dementia using FDG-PET.
2011 - 2012 Estimation of modeling errors and their regularization in applied inverse problems
2009 - 2011 Investigation of physiological background of diffusion weighted fMRI signal and its applications
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Papers (116)：
Yusuke Kyuragi, Naoya Oishi, Momoko Hatakoshi, Jinichi Hirano, Takamasa Noda, Yujiro Yoshihara, Yuri Ito, Hiroyuki Igarashi, Jun Miyata, Kento Takahashi, et al. Segmentation and volume estimation of habenula using deep-learning in patients with depression. Biological Psychiatry Global Open Science. 2024. 100314-100314
Takanobu Yoshii, Naoya Oishi, Yasutaka Sotozono, Anri Watanabe, Yuki Sakai, Shunji Yamada, Ken-Ichi Matsuda, Masamitsu Kido, Kazuya Ikoma, Masaki Tanaka, et al. Validation of Wistar-Kyoto rats kept in solitary housing as an animal model for depression using voxel-based morphometry. Scientific Reports. 2024. 14. 1
