Lingyan Ma

According to our database, Lingyan Ma authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Sleeping brain oscillates with intensity-induced auditory rhythm.

Yan Wang, Lingxi Lu, Lingyan Ma, Qihong Zou, Jia-Hong Gao

NeuroImage, 2026

A deep clustering Gaussian process algorithm for motor progression prediction of Parkinson's disease.

Changrong Pan, Yu Tian, Tianshu Zhou, Shengqiang Chi, Chengkai Wu, Lingyan Ma, Kang Ren, Tao Feng, Jingsong Li

Comput. Methods Programs Biomed., 2026

2025

CISL-PD: A deep learning framework of clinical intervention strategies for Parkinson's disease based on directional counterfactual Dual GANs.

Changrong Pan, Yu Tian, Lingyan Ma, Tianshu Zhou, Shuyu Ouyang, Jingsong Li

Expert Syst. Appl., 2025