Open Access

ARTICLE

Automatic Sleep Staging Algorithm Based on Random Forest and Hidden Markov Model

Junbiao Liu^{1, 6}, Duanpo Wu^{2, 3}, Zimeng Wang², Xinyu Jin^{1, *}, Fang Dong⁴, Lurong Jiang⁵, Chenyi Cai⁶

1 College of Information Science & Electronic Engineering, Zhejiang University, Hangzhou, China.
2 School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China.
3 Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Hangzhou, China.
4 College of Information and Electric Engineering, Zhejiang University City College, Hangzhou, China.
5 School of Information Science and Technology, Zhejiang Sci-Tech University, Hangzhou, China.
6 Hangzhou Neuro Science and Technology Co., Ltd., Hangzhou, China.

∗ Corresponding Author: Xinyu Jin. Email: .