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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Udgivet i: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
Sprog:Inglês
Udgivet: Public Library of Science 2020
Fag:
Research Article
Online adgang: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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