Author

Hiroto Mizuta

Kyoto University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Ayumu YamashitaiD· 2 shared Go OkadaiD· 2 shared Hidehiko TakahashiiD· 2 shared Hiroshi ImamizuiD· 2 shared Hirotaka YamagataiD· 2 shared Kenichiro Harada· 2 shared Kiyoto KasaiiD· 2 shared Koji MatsuoiD· 2 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersNeuroscience

Ayumu YamashitaORCID

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2 papers

Recent·Most cited

Comprehensive evaluation of pipelines for diagnostic biomarkers of major depressive disorder using multi-site resting-state fMRI datasets

Yuji Takahara, Yuto Kashiwagi, Tomoki Tokuda, Junichiro Yoshimoto, Yuki Sakai, Ayumu Yamashita, Toshinori Yoshioka, Hidehiko Takahashi, Hiroto Mizuta, Kiyoto Kasai, Akira Kunimitsu, Naohiro Okada, Eri Itai, Hotaka Shinzato, Satoshi Yokoyama, , Okito Yamashita

The paper evaluates rs-fMRI analysis pipelines for MDD biomarkers using multi-site datasets, finding optimal combinations of parcellation, connectivity estimation, harmonization, and machine learning methods.

bioRxiv · Mar 17, 2024 · PreprintNeuroscience

Common brain networks between major depressive disorder and symptoms of depression that are validated for independent cohorts

Ayumu Yamashita, Yuki Sakai, Takashi Yamada, Noriaki Yahata, Akira Kunimatsu, Naohiro Okada, Takashi Itahashi, Ryuichiro Hashimoto, Hiroto Mizuta, Naho Ichikawa, Masahiro Takamura, Go Okada, Hirotaka Yamagata, Kenichiro Harada, Koji Matsuo, , Hiroshi Imamizu

The paper identifies common brain networks between major depressive disorder and depression symptoms that generalize across independent imaging sites.

Frontiers in Psychiatry · Jun 10, 2021Peer-reviewedNeuroscience