Development of a Consumer Health Vocabulary by Mining Health Forum Texts Based on Word Embedding: Semiautomatic Approach

Gen Gu   ¹ , MS ;   Xingting Zhang   ² , MS ;   Xingeng Zhu   ¹ , BS ;   Zhe Jian   ³ , BS ;   Ken Chen   ¹ , BS ;   Dong Wen   ² , MS ;   Li Gao   ⁴ , MD ;   Shaodian Zhang   ^{1, 5} , PhD ;   Fei Wang   ^{1, 6} , PhD ;   Handong Ma   ¹ , MS ;   Jianbo Lei   ^{2, 7} , PhD, MD

¹ Synyi Research, Shanghai, China

² Center for Medical Informatics, Peking University, Beijing, China

³ Harbin Medical University, Harbin, China

⁴ School of Stomatology, Peking University, Beijing, China

⁵ APEX Data & Knowledge Management Lab, Shanghai Jiao Tong University, Shanghai, China

⁶ Department of Healthcare Policy and Research, Weill Cornell Medicine, New York, NY, United States

⁷ School of Medical Informatics and Engineering, Southwest Medical University, Luzhou city, Sichuan Province, China