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A multi-site, multi-disorder resting-state magnetic resonance image database.
https://repo.qst.go.jp/records/84729
https://repo.qst.go.jp/records/847299442f6d0-4b24-46be-8f34-027cb03fc395
| Item type | 学術雑誌論文 / Journal Article(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2021-10-04 | |||||
| タイトル | ||||||
| タイトル | A multi-site, multi-disorder resting-state magnetic resonance image database. | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
| 資源タイプ | journal article | |||||
| アクセス権 | ||||||
| アクセス権 | metadata only access | |||||
| アクセス権URI | http://purl.org/coar/access_right/c_14cb | |||||
| 著者 |
C Tanaka, Saori
× C Tanaka, Saori× Yamashita, Ayumu× Yahata, Noriaki× Itahashi, Takashi× Lisi, Giuseppe× Yamada, Takashi× Ichikawa, Naho× Takamura, Masahiro× Yoshihara, Yujiro× Kunimatsu, Akira× Okada, Naohiro× Hashimoto, Ryuichiro× Okada, Go× Sakai, Yuki× Morimoto, Jun× Narumoto, Jin× Shimada, Yasuhiro× Mano, Hiroaki× Yoshida, Wako× Seymour, Ben× Shimizu, Takeshi× Hosomi, Koichi× Saitoh, Youichi× Kasai, Kiyoto× Kato, Nobumasa× Takahashi, Hidehiko× Okamoto, Yasumasa× Yamashita, Okito× Kawato, Mitsuo× Imamizu, Hiroshi× Noriaki, Yahata |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Machine learning classifiers for psychiatric disorders using resting-state functional magnetic resonance imaging (rs-fMRI) have recently attracted attention as a method for directly examining relationships between neural circuits and psychiatric disorders. To develop accurate and generalizable classifiers, we compiled a large-scale, multi-site, multi-disorder neuroimaging database. The database comprises resting-state fMRI and structural images of the brain from 993 patients and 1,421 healthy individuals, as well as demographic information such as age, sex, and clinical rating scales. To harmonize the multi-site data, nine healthy participants ("traveling subjects") visited the sites from which the above datasets were obtained and underwent neuroimaging with 12 scanners. All participants consented to having their data shared and analyzed at multiple medical and research institutions participating in the project, and 706 patients and 1,122 healthy individuals consented to having their data disclosed. Finally, we have published four datasets: 1) the SRPBS Multi-disorder Connectivity Dataset 2), the SRPBS Multi-disorder MRI Dataset (restricted), 3) the SRPBS Multi-disorder MRI Dataset (unrestricted), and 4) the SRPBS Traveling Subject MRI Dataset. | |||||
| 書誌情報 |
Scientific data 巻 8, 号 1, p. 227, 発行日 2021-01 |
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| 出版者 | ||||||
| 出版者 | Nature Portfolio | |||||
| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 2052-4463 | |||||
| PubMed番号 | ||||||
| 識別子タイプ | PMID | |||||
| 関連識別子 | 34462444 | |||||
| DOI | ||||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | 10.1038/s41597-021-01004-8 | |||||
| 関連サイト | ||||||
| 識別子タイプ | URI | |||||
| 関連識別子 | https://www.nature.com/articles/s41597-021-01004-8 | |||||
