Zhang, Ping

Combining structured and unstructured data for predictive models: a deep learning approach

Zhang, D., Yin, C., Zeng, J., Yuan, X., & Zhang, P. (2020) · BMC Medical Informatics and Decision Making

Machine Learning in HealthcareNursing Diagnosis and Documentation

Cited by 269

Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis

Zhang, S., Yu, J., Xu, X., Yin, C., Lu, Y., Yao, B., Tory, M., Padilla, L. M., Caterino, J., Zhang, P., et al. (2024) · Proceedings of the CHI Conference on Human Factors in Computing Systems

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 99

Systematic prediction of drug combinations based on clinical side-effects

Huang, H., Zhang, P., Qu, X. A., Sanseau, P., & Yang, L. (2014) · Scientific Reports

Computational Drug Discovery MethodsPharmacovigilance and Adverse Drug Reactions

Cited by 73

Multimodal risk prediction with physiological signals, medical images and clinical notes

Wang, Y., Yin, C., & Zhang, P. (2024) · Heliyon

Machine Learning in HealthcareElectronic Health Records Systems

Cited by 66