Real-Time Web-Based Assessment of Total Population Risk of Future Emergency Department Utilization: Statewide Prospective Active Case Finding Study

Zhongkai Hu   ^{1, 2 *} , BS ;   Bo Jin   ^{3 *} , MS ;   Andrew Y Shin   ^{4 *} , MD ;   Chunqing Zhu   ³ , MS ;   Yifan Zhao   ³ , MS ;   Shiying Hao   ² , PhD ;   Le Zheng   ^{2, 5} , MS ;   Changlin Fu   ³ , MS ;   Qiaojun Wen   ³ , PhD ;   Jun Ji   ^{3, 6} , PhD ;   Zhen Li   ^{2, 7} , MS ;   Yong Wang   ^{8, 9} , PhD ;   Xiaolin Zheng   ^{1, 2} , PhD ;   Dorothy Dai   ³ , BS ;   Devore S Culver   ¹⁰ , MBA ;   Shaun T Alfreds   ¹⁰ , MBA ;   Todd Rogow   ¹⁰ , MPA ;   Frank Stearns   ³ , MHA ;   Karl G Sylvester   ² , MD ;   Eric Widen   ³ , MHA ;   Xuefeng B Ling   ² , PhD

¹ College of Computer Science and Technology, Zhejiang University, Hangzhou, China

² Department of Surgery, Stanford University, Stanford, CA, United States

³ HBI Solutions Inc, Palo Alto, CA, United States

⁴ Department of Pediatrics, Stanford University, Stanford, CA, United States

⁵ Department of Electrical Engineering, Tsinghua University, Beijing, China

⁶ College of Information Engineering, Qingdao University, Qingdao, China

⁷ Institute of Microanalytical System, Zhejiang University, Hangzhou, China

⁸ Department of Statistics, Stanford University, Stanford, CA, United States

⁹ Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, China

¹⁰ HealthInfoNet, Portland, ME, United States

*these authors contributed equally