Fu, Sunyang

A framework for human evaluation of large language models in healthcare derived from literature review.

Tam, T. Y. C., Sivarajkumar, S., Kapoor, S., Stolyar, A. V., Polanska, K., McCarthy, K. R., Osterhoudt, H., Wu, X., Visweswaran, S., Fu, S., et al. (2024) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)

Cited by 424

A generalist vision-language foundation model for diverse biomedical tasks

Zhang, K., Zhou, R., Adhikarla, E., Yan, Z., Liu, Y., Yu, J., Liu, Z., Chen, X., Davison, B. D., Ren, H., et al. (2024) · Nature Medicine

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 333

Desiderata for delivering NLP to accelerate healthcare AI advancement and a Mayo Clinic NLP-as-a-service implementation

Wen, A., Fu, S., Moon, S., El Wazir, M., Rosenbaum, A., Kaggal, V. C., Liu, S., Sohn, S., Liu, H., & Fan, J. (2019) · npj Digital Medicine

Biomedical Text Mining and OntologiesArtificial Intelligence in Healthcare and Education

Cited by 142

MedSTS: a resource for clinical semantic textual similarity

Wang, Y., Afzal, N., Fu, S., Wang, L., Shen, F., Rastegar-Mojarad, M., & Liu, H. (2020) · Language Resources and Evaluation

Topic ModelingBiomedical Text Mining and Ontologies

Cited by 124

Social determinants of health extraction from clinical notes across institutions using large language models

Keloth, V. K., Selek, S., Chen, Q., Gilman, C., Fu, S., Dang, Y., Chen, X., Hu, X., Zhou, Y., He, H., et al. (2025) · npj Digital Medicine

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

Cited by 24

Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition

Shen, F., Liu, S., Fu, S., Wang, Y., Henry, S., Uzuner, O., & Liu, H. (2021) · JMIR Medical Informatics

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 21

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions

Fu, S., Jia, H., Vassilaki, M., Keloth, V. K., Dang, Y., Zhou, Y., Garg, M., Petersen, R. C., St Sauver, J., Moon, S., et al. (2024) · Journal of Biomedical Informatics

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

Cited by 17

Assessment of Data Quality Variability across Two EHR Systems through a Case Study of Post-Surgical Complications

Fu, S., Wen, A., Schaeferle, G. M., Wilson, P., Demuth, G. O., Ruan, X., Liu, S., Storlie, C. B., & Liu, H. (2022) · Unpublished

Electronic Health Records SystemsMachine Learning in Healthcare

Cited by 16

Quality assessment of functional status documentation in EHRs across different healthcare institutions

Fu, S., Vassilaki, M., Ibrahim, O. A., Petersen, R. C., Pagali, S., St Sauver, J., Moon, S., Wang, L., Fan, J. W., Liu, H., et al. (2022) · Frontiers in Digital Health

Electronic Health Records SystemsNursing Diagnosis and Documentation

Cited by 15

Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis

Carlson, L. A., Jeffery, M. M., Fu, S., He, H., McCoy, R. G., Wang, Y., Hooten, W. M., St Sauver, J., Liu, H., & Fan, J. (2020) · JMIR Medical Informatics

Biomedical Text Mining and OntologiesMedical Coding and Health Information

Cited by 11

Impact of Diverse Data Sources on Computational Phenotyping

Wang, L., Olson, J. E., Bielinski, S. J., St. Sauver, J. L., Fu, S., He, H., Cicek, M. S., Hathcock, M. A., Cerhan, J. R., & Liu, H. (2020) · Frontiers in Genetics

Machine Learning in HealthcareMedical Coding and Health Information

Cited by 10

The ENACT network is acting on housing instability and the unhoused using the open health natural language processing toolkit

Harris, D. R., Fu, S., Wen, A., Corbeau, A., Henderson, D., Hilsman, J., Oniani, D., & Wang, Y. (2024) · Journal of Clinical and Translational Science

Biomedical Text Mining and OntologiesHomelessness and Social Issues

Cited by 6