Discrimination of alcohol dependence based on the convolutional neural network

Fangfang Chen; Meng Xiao; Cheng Chen; Chen Chen; Ziwei Yan; Huijie Han; Shuailei Zhang; Feilong Yue; Rui Gao; Xiaoyi Lv

doi:10.1371/journal.pone.0241268

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Open Access

Peer-reviewed

Research Article

Discrimination of alcohol dependence based on the convolutional neural network

Fangfang Chen ,

Contributed equally to this work with: Fangfang Chen, Meng Xiao

Roles Conceptualization, Methodology, Software, Validation, Visualization, Writing – original draft

Affiliation College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China
⨯
Meng Xiao ,

Contributed equally to this work with: Fangfang Chen, Meng Xiao

Roles Data curation

Affiliation The Fourth People's Hospital of Urumqi, Urumqi, Xinjiang, China
⨯
Cheng Chen ,

Roles Data curation, Methodology, Resources, Supervision, Writing – original draft

* E-mail: chenchengoptics@gmail.com (CC); xjuwawj01@163.com (XL)

Affiliation College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China

https://orcid.org/0000-0002-6739-1937

⨯
Chen Chen,

Roles Supervision

Affiliation College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China
⨯
Ziwei Yan,

Roles Supervision

Affiliation College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China
⨯
Huijie Han,

Roles Supervision

Affiliation School of Pharmacy, Shanghai Jiao Tong University, Shanghai, China
⨯
Shuailei Zhang,

Roles Supervision

Affiliation College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China
⨯
Feilong Yue,

Roles Supervision

Affiliation College of Software, Xinjiang University, Urumqi, Xinjiang, China
⨯
Rui Gao,

Roles Supervision

Affiliation College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China
⨯
Xiaoyi Lv

Roles Resources, Supervision

* E-mail: chenchengoptics@gmail.com (CC); xjuwawj01@163.com (XL)

Affiliations College of Information Science and Engineering, Xinjiang University, Urumqi, Xinjiang, China, College of Software, Xinjiang University, Urumqi, Xinjiang, China, Key Laboratory of signal detection and processing, Xinjiang University, Urumqi, Xinjiang, China

https://orcid.org/0000-0001-6855-7428

⨯

Discrimination of alcohol dependence based on the convolutional neural network

Fangfang Chen,
Meng Xiao,
Cheng Chen,
Chen Chen,
Ziwei Yan,
Huijie Han,
Shuailei Zhang,
Feilong Yue,
Rui Gao,
Xiaoyi Lv

Published: October 27, 2020
https://doi.org/10.1371/journal.pone.0241268

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