Songchi Zhou

According to our database, Songchi Zhou authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

EHRDiff : Exploring Realistic EHR Synthesis with Diffusion Models.

Hongyi Yuan, Songchi Zhou, Sheng Yu

Trans. Mach. Learn. Res., 2024

Annotation of Sleep Depth Index with Scalable Deep Learning Yields Novel Digital Biomarkers for Sleep Health.

Songchi Zhou, Ge Song, Haoqi Sun, Yue Leng, M. Brandon Westover, Shenda Hong

CoRR, 2024

2023

High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models.

Songchi Zhou, Sheng Yu

CoRR, 2023

Less is More: Reducing Overfitting in Deep Learning for EEG Classification.

Songchi Zhou, Shijia Geng, Jun Li, Deyun Zhang, Ziqian Xie, Chuandong Cheng, Shenda Hong

Proceedings of the Computing in Cardiology, 2023

2022

MDDI-SCL: predicting multi-type drug-drug interactions via supervised contrastive learning.

Shenggeng Lin, Weizhi Chen, Gengwang Chen, Songchi Zhou, Dong-Qing Wei, Yi Xiong

J. Cheminformatics, 2022