Generalizable brain network markers of major depressive disorder across multiple imaging sites

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 dif...

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Bibliographic Details
Published in:PLoS Biol
Main Authors: 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, Imamizu, Hiroshi
Format: Artigo
Language:Inglês
Published: Public Library of Science 2020
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Research Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7721148/
https://ncbi.nlm.nih.gov/pubmed/33284797
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pbio.3000966
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