Author

Masahiko Shibata

The University of OsakaORCID 0000-0003-3363-1012Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Aya NakaeiD· 1 shared Ben SeymouriD· 1 shared Gopal K. KotechaiD· 1 shared Hiroaki Mano· 1 shared Kenji LeibnitziD· 1 shared Maria João RosaiD· 1 shared Michael LeeiD· 1 shared Mitsuo KawatoiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Aya NakaeORCID

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1 paper

Recent·Most cited

Classification and characterisation of brain network changes in chronic back pain: a multicenter study.

Hiroaki Mano, Gopal K. Kotecha, Kenji Leibnitz, Takashi Matsubara, Aya Nakae, Nicholas Shenker, Masahiko Shibata, Valerie Voon, Wako Yoshida, Michael Lee, Toshio Yanagida, Mitsuo Kawato, Maria João Rosa, Ben Seymour

This study uses machine learning and deep learning to classify chronic back pain patients based on brain network patterns, finding consistent changes in network topology and modular reorganisation.

Wellcome Open Research · Mar 1, 2018Peer-reviewedNeuroscience