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An Assessment of the Predictive Performance of Current Machine Learning–Based Breast Cancer Risk Prediction Models: Systematic Review

Ying Gao, Shu Li, Yujing Jin, Lengxiao Zhou, Shaomei Sun, Xiaoqian Xu, Shuqian Li, Hongxi Yang, Qing Zhang, Yaogang Wang

JMIR Public Health Surveill 2022;8(12):e35750

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Risk of Accidents or Chronic Disorders From Improper Use of Mobile Phones: A Systematic Review and Meta-analysis

Xinxi Cao, Yangyang Cheng, Chenjie Xu, Yabing Hou, Hongxi Yang, Shu Li, Ying Gao, Peng Jia, Yaogang Wang

J Med Internet Res 2022;24(1):e21313

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Leveraging Internet Search Data to Improve the Prediction and Prevention of Noncommunicable Diseases: Retrospective Observational Study

Chenjie Xu, Zhi Cao, Hongxi Yang, Ying Gao, Li Sun, Yabing Hou, Xinxi Cao, Peng Jia, Yaogang Wang

J Med Internet Res 2020;22(11):e18998

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Mapping of Health Literacy and Social Panic Via Web Search Data During the COVID-19 Public Health Emergency: Infodemiological Study

Chenjie Xu, Xinyu Zhang, Yaogang Wang

J Med Internet Res 2020;22(7):e18831

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Detecting Lung Cancer Trends by Leveraging Real-World and Internet-Based Data: Infodemiology Study

Chenjie Xu, Hongxi Yang, Li Sun, Xinxi Cao, Yabing Hou, Qiliang Cai, Peng Jia, Yaogang Wang

J Med Internet Res 2020;22(3):e16184

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A Mobile-Based Intervention for Glycemic Control in Patients With Type 2 Diabetes: Retrospective, Propensity Score-Matched Cohort Study

Jing Li, Li Sun, Yaogang Wang, Lichuan Guo, Daiqing Li, Chang Liu, Ning Sun, Zheng Xu, Shu Li, Yunwen Jiang, Yuan Wang, Shunming Zhang, Liming Chen

JMIR Mhealth Uhealth 2020;8(3):e15390

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Association Between Cancer Incidence and Mortality in Web-Based Data in China: Infodemiology Study

Chenjie Xu, Yi Wang, Hongxi Yang, Jie Hou, Li Sun, Xinyu Zhang, Xinxi Cao, Yabing Hou, Lan Wang, Qiliang Cai, Yaogang Wang

J Med Internet Res 2019;21(1):e10677

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Effects of the Ambient Fine Particulate Matter on Public Awareness of Lung Cancer Risk in China: Evidence from the Internet-Based Big Data Platform

Wang et al [30] investigated the value of Chinese social media for monitoring air quality trends and related public perceptions and response; they found that media data contain rich details, including perceptions, behaviors, and self-reported health effects, which provides a theoretical basis for our research.

Hongxi Yang, Shu Li, Li Sun, Xinyu Zhang, Jie Hou, Yaogang Wang

JMIR Public Health Surveill 2017;3(4):e64

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