Zhu, Tingting

External validation of AI models in health should be replaced with recurring local validation

Youssef, A., Pencina, M., Thakur, A., Zhu, T., Clifton, D., & Shah, N. H. (2023) · Nature Medicine

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 170

A medical multimodal large language model for future pandemics

Liu, F., Zhu, T., Wu, X., Yang, B., You, C., Wang, C., Lu, L., Liu, Z., Zheng, Y., Sun, X., et al. (2023) · npj Digital Medicine

Multimodal Machine Learning ApplicationsCOVID-19 diagnosis using AI

Cited by 155

Rapid triage for COVID-19 using routine clinical data for patients attending hospital: development and prospective validation of an artificial intelligence screening test

Soltan, A. A. S., Kouchaki, S., Zhu, T., Kiyasseh, D., Taylor, T., Hussain, Z. B., Peto, T., Brent, A. J., Eyre, D. W., & Clifton, D. A. (2021) · The Lancet Digital Health

COVID-19 Clinical Research StudiesMachine Learning in Healthcare

Cited by 150

A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records

Ghosheh, G. O., Li, J., & Zhu, T. (2024) · ACM Computing Surveys

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 95

Artificial intelligence for mechanical ventilation: systematic review of design, reporting standards, and bias

Gallifant, J., Zhang, J., del Pilar Arias Lopez, M., Zhu, T., Camporota, L., Celi, L. A., & Formenti, F. (2022) · British Journal of Anaesthesia

Respiratory Support and MechanismsArtificial Intelligence in Healthcare and Education

Cited by 72

Real-world evaluation of rapid and laboratory-free COVID-19 triage for emergency care: external validation and pilot deployment of artificial intelligence driven screening

Soltan, A. A. S., Yang, J., Pattanshetty, R., Novak, A., Yang, Y., Rohanian, O., Beer, S., Soltan, M. A., Thickett, D. R., Fairhead, R., et al. (2022) · The Lancet Digital Health

COVID-19 Clinical Research StudiesSARS-CoV-2 detection and testing

Cited by 54

Benchmarking Large Language Models in Evidence-Based Medicine

Li, J., Deng, Y., Sun, Q., Zhu, J., Tian, Y., Li, J., & Zhu, T. (2025) · IEEE Journal of Biomedical and Health Informatics

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 35

Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care

El-Bouri, R., Eyre, D. W., Watkinson, P., Zhu, T., & Clifton, D. A. (2021) · IEEE Journal of Biomedical and Health Informatics

Machine Learning in HealthcareEmergency and Acute Care Studies

Cited by 30