Estimating Rare Disease Incidences With Large-scale Internet Search Data: Development and Evaluation of a Two-step Machine Learning Method
Estimating Rare Disease Incidences With Large-scale Internet Search Data: Development and Evaluation of a Two-step Machine Learning Method
Jiayu Li
1
, PhD ;
Zhiyu He
1
, MSc ;
Min Zhang
1
, PhD ;
Weizhi Ma
2
, PhD ;
Ye Jin
3
, MD ;
Lei Zhang
4
, MD ;
Shuyang Zhang
5
, MD ;
Yiqun Liu
1
, PhD ;
Shaoping Ma
1
, PhD
1
Department of Computer Science and Technology, Tsinghua University, Beijing, China
2
Institute for AI Industry Research, Tsinghua University, Beijing, China
3
Department of Medical Research Center, Peking Union Medical College Hospital, Beijing, China
4
Department of Nephrology, Peking Union Medical College Hospital, Beijing, China
5
Department of Cardiology, Peking Union Medical College Hospital, Beijing, China
Corresponding Author:
-
Shuyang Zhang, MD
-
Department of Cardiology
-
Peking Union Medical College Hospital
-
No.1 Shuaifuyuan
-
Wangfujing, Dongcheng District
-
Beijing, 100730
-
China
-
Phone:
86 010-69151188
-
Email: shuyangzhang103@nrdrs.org