Generalizable brain network markers of major depressive disorder across multiple imaging sites
Generalizable brain network markers of major depressive disorder across multiple imaging sites
About this item
Full title
Author / Creator
Yamashita, Ayumu , Sakai, Yuki , Yamada, Takashi , Yahata, Noriaki , Kunimatsu, Akira , Okada, Naohiro , Itahashi, Takashi , Hashimoto, Ryuichiro , Mizuta, Hiroto , Ichikawa, Naho , Takamura, Masahiro , Okada, Go , Yamagata, Hirotaka , Harada, Kenichiro , Matsuo, Koji , Tanaka, Saori C. , Kawato, Mitsuo , Kasai, Kiyoto , Kato, Nobumasa , Takahashi, Hidehiko , Okamoto, Yasumasa , Yamashita, Okito and Imamizu, Hiroshi
Publisher
United States: Public Library of Science
Journal title
Language
English
Formats
Publication information
Publisher
United States: Public Library of Science
Subjects
More information
Scope and Contents
Contents
Many studies have highlighted the difficulty inherent to the clinical application of fundamental neuroscience knowledge based on machine learning techniques. It is difficult to generalize machine learning brain markers to the data acquired from independent imaging sites, mainly due to large site differences in functional magnetic resonance imaging....
Alternative Titles
Full title
Generalizable brain network markers of major depressive disorder across multiple imaging sites
Authors, Artists and Contributors
Author / Creator
Sakai, Yuki
Yamada, Takashi
Yahata, Noriaki
Kunimatsu, Akira
Okada, Naohiro
Itahashi, Takashi
Hashimoto, Ryuichiro
Mizuta, Hiroto
Ichikawa, Naho
Takamura, Masahiro
Okada, Go
Yamagata, Hirotaka
Harada, Kenichiro
Matsuo, Koji
Tanaka, Saori C.
Kawato, Mitsuo
Kasai, Kiyoto
Kato, Nobumasa
Takahashi, Hidehiko
Okamoto, Yasumasa
Yamashita, Okito
Imamizu, Hiroshi
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_plos_journals_2479139233
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_2479139233
Other Identifiers
ISSN
1545-7885,1544-9173
E-ISSN
1545-7885
DOI
10.1371/journal.pbio.3000966
