Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records

Le Zheng   ^{1, 2 *} , BS ;   Yue Wang   ^{2, 3 *} , PhD ;   Shiying Hao   ^{2 *} , PhD ;   Andrew Y Shin   ^{2 *} , MD ;   Bo Jin   ⁴ , MS ;   Anh D Ngo   ⁴ , MD, DrPH ;   Medina S Jackson-Browne   ⁴ , PhD ;   Daniel J Feller   ⁴ , BA ;   Tianyun Fu   ⁴ , BS ;   Karena Zhang   ² , NA ;   Xin Zhou   ⁵ , MD ;   Chunqing Zhu   ⁴ , MS ;   Dorothy Dai   ⁴ , BS ;   Yunxian Yu   ⁶ , MD PhD ;   Gang Zheng   ³ , PhD ;   Yu-Ming Li   ⁵ , MD ;   Doff B McElhinney   ² , MD ;   Devore S Culver   ⁷ , MM ;   Shaun T Alfreds   ⁷ , MBA ;   Frank Stearns   ⁴ , MHA ;   Karl G Sylvester   ² , MD ;   Eric Widen   ⁴ , MHA ;   Xuefeng Bruce Ling   ^{2, 6} , PhD

¹ Center for Health Policy Studies, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China

² Stanford University, Stanford, CA, United States

³ Zhejiang University, Hangzhou, China

⁴ HBI Solutions Inc, Palo Alto, CA, United States

⁵ Tianjin Key Laboratory of Cardiovascular Remodeling and Target Organ Injury, Pingjin Hospital Heart Center, Tianjin, China

⁶ School of Medicine, Zhejiang University, Hangzhou, China

⁷ HealthInfoNet, Portland, ME, United States

*these authors contributed equally