Lingyan Ma

According to our database, Lingyan Ma authored at least 1 paper in 2025.

Collaborative distances:

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

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