Ensemble Learning Models Based on Noninvasive Features for Type 2 Diabetes Screening: Model Development and Validation

Tianzhou Yang   ^{1 *} , MD ;   Li Zhang   ^{1 *} , PhD ;   Liwei Yi   ² , MD ;   Huawei Feng   ¹ , PhD ;   Shimeng Li   ¹ , PhD ;   Haoyu Chen   ² , MD ;   Junfeng Zhu   ¹ , PhD ;   Jian Zhao   ¹ , MD ;   Yingyue Zeng   ¹ , PhD ;   Hongsheng Liu   ^{1, 3, 4} , PhD

¹ School of Life Science, Liaoning University, Shenyang, China

² School of Information, Liaoning University, Shenyang, China

³ Research Center for Computer Simulating and Information Processing of Bio-macromolecules of Shenyang, Liaoning University, Shenyang, China

⁴ Engineering Laboratory for Molecular Simulation and Designing of Drug Molecules of Liaoning, Shenyang, China

*these authors contributed equally