Zhou, Hong-Yu

A transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

Zhou, H.-Y., Yu, Y., Wang, C., Zhang, S., Gao, Y., Pan, J., Shao, J., Lu, G., Zhang, K., & Li, W. (2023) · Nature Biomedical Engineering

Machine Learning in HealthcareMultimodal Machine Learning Applications

Cited by 343

An evaluation framework for clinical use of large language models in patient interaction tasks

Johri, S., Jeong, J., Tran, B. A., Schlessinger, D. I., Wongvibulsin, S., Barnes, L. A., Zhou, H.-Y., Cai, Z. R., Van Allen, E. M., Kim, D., et al. (2025) · Nature Medicine

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 201

Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports

Zhou, H.-Y., Chen, X., Zhang, Y., Luo, R., Wang, L., & Yu, Y. (2022) · Nature Machine Intelligence

Domain Adaptation and Few-Shot LearningMultimodal Machine Learning Applications

Cited by 126

MedVersa: A Generalist Foundation Model for Medical Image Interpretation

Zhou, H.-Y., Acosta, J. N., Adithan, S., Datta, S., Topol, E. J., & Rajpurkar, P. (2024) · arXiv

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 11