Recognition of early stage thigmotaxis in Morris water maze test with convolutional neural network

Akinori Higaki; Masaki Mogi; Jun Iwanami; Li-Juan Min; Hui-Yu Bai; Bao-Shuai Shan; Harumi Kan-no; Shuntaro Ikeda; Jitsuo Higaki; Masatsugu Horiuchi

doi:10.1371/journal.pone.0197003

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Open Access

Peer-reviewed

Research Article

Recognition of early stage thigmotaxis in Morris water maze test with convolutional neural network

Akinori Higaki ,

Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

* E-mail: keroplant83@gmail.com

Affiliations Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan, Department of Cardiology, Pulmonology, Hypertension and Nephrology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan

http://orcid.org/0000-0002-0827-874X

⨯
Masaki Mogi,

Roles Supervision

Affiliation Department of Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Jun Iwanami,

Roles Data curation, Funding acquisition, Project administration

Affiliation Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Li-Juan Min,

Roles Data curation, Funding acquisition

Affiliation Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Hui-Yu Bai,

Roles Data curation

Affiliation Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Bao-Shuai Shan,

Roles Data curation

Affiliation Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Harumi Kan-no,

Roles Data curation

Affiliation Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Shuntaro Ikeda,

Roles Project administration, Validation

Affiliation Department of Cardiology, Pulmonology, Hypertension and Nephrology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Jitsuo Higaki,

Roles Project administration, Supervision

Affiliation Department of Cardiology, Pulmonology, Hypertension and Nephrology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯
Masatsugu Horiuchi

Roles Project administration, Resources, Supervision

Affiliation Department of Molecular Cardiovascular Biology and Pharmacology, Ehime University, Graduate School of Medicine, Toon, Ehime, Japan
⨯

Recognition of early stage thigmotaxis in Morris water maze test with convolutional neural network

Akinori Higaki,
Masaki Mogi,
Jun Iwanami,
Li-Juan Min,
Hui-Yu Bai,
Bao-Shuai Shan,
Harumi Kan-no,
Shuntaro Ikeda,
Jitsuo Higaki,
Masatsugu Horiuchi

Published: May 3, 2018
https://doi.org/10.1371/journal.pone.0197003

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