Global Incidence of Diarrheal Diseases—An Update Using an Interpretable Predictive Model Based on XGBoost and SHAP: A Systematic Analysis
Diarrheal diseases are still serious public health concerns, with predicted increases in the incident cases despite decreasing ASIRs globally. Children aged < 5 years remain highly susceptible to diarrheal diseases, yet the incidence rate in the older adults aged 60 plus years still warrants additional attention. Additionally, more targeted efforts to improve access to safe drinking water and sanitation services are crucial for reducing the incidence of diarrheal diseases globally.
Authors
- Zhen Luo (ORCID: https://orcid.org/0000-0002-1142-2845)
- Juan Su (ORCID: https://orcid.org/0000-0001-6239-1711)
- Dan Liang (ORCID: https://orcid.org/0000-0003-2404-3075)
- Ying‐Si Lai
- Changyi Wang (ORCID: https://orcid.org/0000-0003-3153-9458)
- Shuang Liu (ORCID: https://orcid.org/0000-0003-1990-5574)
- Li Wang (ORCID: https://orcid.org/0000-0001-8267-9309)
- Yanxi Chen
- Yun Xiao
- Changwen Ke
- Shanglin Li (ORCID: https://orcid.org/0000-0003-4568-9414)
- Xing Zhou (ORCID: https://orcid.org/0000-0002-9251-7714)
- Shan Xu (ORCID: https://orcid.org/0000-0002-6648-0866)
- Panpan Zhong
Institutions
- Sun Yat-sen University (CN)
- Jinan University (CN)
- Guangdong Provincial Center for Disease Control and Prevention (CN)
- Shenzhen Nanshan Center for Chronic Disease Control (CN)
- Southern Medical University (CN)
Publication Details
- Journal
- Nutrients
- Published
- 2024-09-23
- DOI
- https://doi.org/10.3390/nu16183217
- Citations
- 24
- Primary Topic
- Viral gastroenteritis research and epidemiology
- Type
- article
- Field-Weighted Citation Impact
- 9.34