Evaluation of models for multi-step forecasting of hand, foot and mouth disease using multi-input multi-output: A case study of Chengdu, China

Xiaoran Geng; Yue Ma; Wennian Cai; Yuanyi Zha; Tao Zhang; Huadong Zhang; Changhong Yang; Fei Yin; Tiejun Shui

doi:10.1371/journal.pntd.0011587

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Open Access

Peer-reviewed

Research Article

Evaluation of models for multi-step forecasting of hand, foot and mouth disease using multi-input multi-output: A case study of Chengdu, China

Xiaoran Geng ,

Contributed equally to this work with: Xiaoran Geng, Yue Ma

Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft

Affiliation West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
⨯
Yue Ma ,

Contributed equally to this work with: Xiaoran Geng, Yue Ma

Roles Funding acquisition, Software, Supervision, Writing – review & editing

Affiliation West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
⨯
Wennian Cai,

Roles Data curation, Visualization

Affiliation West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
⨯
Yuanyi Zha,

Roles Data curation

Affiliation Kunming Medical University, Kunming, China
⨯
Tao Zhang,

Roles Funding acquisition, Supervision, Writing – review & editing

Affiliation West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
⨯
Huadong Zhang,

Roles Data curation

Affiliation Chongqing Center for Disease Control and Prevention, Chongqing, China
⨯
Changhong Yang,

Roles Visualization

Affiliation Sichuan Center for Disease Control and Prevention, Chengdu, China
⨯
Fei Yin ,

Roles Funding acquisition, Project administration, Supervision, Writing – review & editing

* E-mail: yinfeiscuedu@163.com (FY); shuitiejunynjkedu@163.com (TS)

Affiliation West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
⨯
Tiejun Shui

Roles Supervision

* E-mail: yinfeiscuedu@163.com (FY); shuitiejunynjkedu@163.com (TS)

Affiliation Yunnan Center for Disease Control and Prevention, Kunming, China

https://orcid.org/0000-0003-3302-2428

⨯

Evaluation of models for multi-step forecasting of hand, foot and mouth disease using multi-input multi-output: A case study of Chengdu, China

Xiaoran Geng,
Yue Ma,
Wennian Cai,
Yuanyi Zha,
Tao Zhang,
Huadong Zhang,
Changhong Yang,
Fei Yin,
Tiejun Shui

Published: September 8, 2023
https://doi.org/10.1371/journal.pntd.0011587

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