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Prashant Rangarajan, Sandeep K. Mody, Madhav Marathe

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2025	A novel graph neural network based approach for influenza-like illness nowcasting: exploring the interplay of temporal, geographical, and functional spatial features BMC Public Health Jiajia Luo, Xuan Wang, Xiaomao Fan, Yuxin He, Xiangjun Du, Yao-Qing Chen, Yang Zhao
2025	A Deep Learning Framework for Using Search Engine Data to Predict Influenza-Like Illness and Distinguish Epidemic and Nonepidemic Seasons: Multifeature Time Series Analysis Journal of Medical Internet Research Ji Li, Xiangyu Yan, Xingjie Chu, Ying Zhang, Guoliang Liu, Lin Li, Yue Li, Xiaochun Dong, Zihan Mei, Zhengkun Liu, Jinyue Yuan, Xiaohan Sun, Chunxia Cao
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2024	Mapping the Characteristics of Respiratory Infectious Disease Epidemics in China Based on the Baidu Index from November 2022 to January 2023 China CDC Weekly Dazhu Huo, Ting Zhang, Xuan Han, Liuyang Yang, Lei Wang, Ziliang Fan, Xiaoli Wang, Jiao Yang, Qiangru Huang, Ge Zhang, Ye Wang, Jie Qian, Yanxia Sun, Yimin Qu, Yugang Li, Chuchu Ye, Luzhao Feng, Zhongjie Li, Weizhong Yang, Chen Wang
2024	Forecasting influenza incidence as an ordinal variable using machine learning Wellcome Open Research Haowei Wang, Kin On Kwok, Steven Riley
2024	A Predictive Model of the Start of Annual Influenza Epidemics Microorganisms Elisabet Castro Blanco, Maria Rosa Dalmau Llorca, Carina Aguilar Martín, Noèlia Carrasco-Querol, Alessandra Queiroga Gonçalves, Zojaina Hernández Rojas, Ermengol Coma, José Fernández-Sáez
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2023	Influenza surveillance with Baidu index and attention-based long short-term memory model PLOS ONE Shangfang Dai, Litao Han
2022	Influenza surveillance systems using traditional and alternative sources of data: A scoping review Influenza and Other Respiratory Viruses Aspen Hammond, John J. Kim, Holly Sadler, Katelijn Vandemaele
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