Presentation | 2019-06-17 An exploratory study on morphological features of brain MRI relevant to subtypes of psychiatric depression Midori Sakai, Masahiro Takamura, Naho Ichikawa, Alan Fermin, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Yuki Maruno, Takashi Nakano, Junichiro Yoshimoto, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Depression is a disease that causes social loss next to cancer. However, pathology of depression remains unclear compared with cancer mostly due to the heterogeneity. Depression can be broken into subtypes based on the symptoms. A typical one is known as ``melancholic depression,'' characterized by negative feelings and anhedonia. On the other hand, ``atypical depression'' are increasing in recent years, whose symptoms are different from typical depression. In this study, we explored a possibility that different subtypes might be associated with morphological difference of the brain using voxel based morphometry analysis of magnetic resonance imaging. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | magnetic resonance imaging (MRI) / Voxel Based Morphometry (VBM) / depression / subtypes |
Paper # | NC2019-9 |
Date of Issue | 2019-06-10 (NC) |
Conference Information | |
Committee | NC / IBISML / IPSJ-MPS / IPSJ-BIO |
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Conference Date | 2019/6/17(3days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Okinawa Institute of Science and Technology |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Neurocomputing, Machine Learning Approach to Biodata Mining, and General |
Chair | Hayaru Shouno(UEC) / Hisashi Kashima(Kyoto Univ.) / Masakazu Sekijima(Tokyo Tech) / Hiroyuki Kurata(Kyutech) |
Vice Chair | Kazuyuki Samejima(Tamagawa Univ) / Masashi Sugiyama(Univ. of Tokyo) / Koji Tsuda(Univ. of Tokyo) |
Secretary | Kazuyuki Samejima(NAIST) / Masashi Sugiyama(NTT) / Koji Tsuda(Nagoya Inst. of Tech.) / (AIST) / (Nagoya Univ.) |
Assistant | Takashi Shinozaki(NICT) / Ken Takiyama(TUAT) / Tomoharu Iwata(NTT) / Shigeyuki Oba(Kyoto Univ.) |
Paper Information | |
Registration To | Technical Committee on Neurocomputing / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / IPSJ Special Interest Group on Mathematical Modeling and Problem Solving / IPSJ Special Interest Group on Bioinformatics and Genomics |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | An exploratory study on morphological features of brain MRI relevant to subtypes of psychiatric depression |
Sub Title (in English) | |
Keyword(1) | magnetic resonance imaging (MRI) |
Keyword(2) | Voxel Based Morphometry (VBM) |
Keyword(3) | depression |
Keyword(4) | subtypes |
1st Author's Name | Midori Sakai |
1st Author's Affiliation | Division of Information Science, Graduate School of Science and Technology, Nara Institute of Science and Technology(NAIST) |
2nd Author's Name | Masahiro Takamura |
2nd Author's Affiliation | Brain, Mind and KANSEI Sciences Reserch Center, Hiroshima University(Hiroshima University) |
3rd Author's Name | Naho Ichikawa |
3rd Author's Affiliation | Brain, Mind and KANSEI Sciences Reserch Center, Hiroshima University(Hiroshima University) |
4th Author's Name | Alan Fermin |
4th Author's Affiliation | Brain, Mind and KANSEI Sciences Reserch Center, Hiroshima University(Hiroshima University) |
5th Author's Name | Go Okada |
5th Author's Affiliation | Department of Psychiatry and Neurosciences, Institute of Biomedical and Health Sciences, Hiroshima University(Hiroshima University) |
6th Author's Name | Yasumasa Okamoto |
6th Author's Affiliation | Brain, Mind and KANSEI Sciences Reserch Center, Hiroshima University(Hiroshima University) |
7th Author's Name | Shigeto Yamawaki |
7th Author's Affiliation | Department of Psychiatry and Neurosciences, Institute of Biomedical and Health Sciences, Hiroshima University(Hiroshima University) |
8th Author's Name | Yuki Maruno |
8th Author's Affiliation | Department of Contemporary Society, Faculty of Contemporary Society, Kyoto Women's University(Kyoto Women's University) |
9th Author's Name | Takashi Nakano |
9th Author's Affiliation | Division of Information Science, Graduate School of Science and Technology, Nara Institute of Science and Technology(NAIST) |
10th Author's Name | Junichiro Yoshimoto |
10th Author's Affiliation | Division of Information Science, Graduate School of Science and Technology, Nara Institute of Science and Technology(NAIST) |
Date | 2019-06-17 |
Paper # | NC2019-9 |
Volume (vol) | vol.119 |
Number (no) | NC-88 |
Page | pp.pp.33-33(NC), |
#Pages | 1 |
Date of Issue | 2019-06-10 (NC) |