Yu, Hong

Bidirectional RNN for Medical Event Detection in Electronic Health Records

Jagannatha, A. N., & Yu, H. (2016) · Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

Cited by 314

Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data

Xu, X., Yao, B., Dong, Y., Gabriel, S., Yu, H., Hendler, J., Ghassemi, M., Dey, A. K., & Wang, D. (2024) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Mental Health via WritingTopic Modeling

Cited by 278

Structured prediction models for RNN based sequence labeling in clinical text

Jagannatha, A., & yu, H. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 215

Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study

Li, F., Jin, Y., Liu, W., Rawat, B. P. S., Cai, P., & Yu, H. (2019) · JMIR Medical Informatics

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 161

TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records

Yang, Z., Mitra, A., Liu, W., Berlowitz, D., & Yu, H. (2023) · Nature Communications

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 158

Building an Evaluation Scale using Item Response Theory

Lalor, J., Wu, H., & yu, H. (2016) · Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Natural Language Processing TechniquesPsychometric Methodologies and Testing

Cited by 60

Intentional Self-Harm Among US Veterans With Traumatic Brain Injury or Posttraumatic Stress Disorder: Retrospective Cohort Study From 2008 to 2017

Rawat, B. P. S., Reisman, J., Pogoda, T. K., Liu, W., Rongali, S., Aseltine Jr, R. H., Chen, K., Tsai, J., Berlowitz, D., Yu, H., et al. (2023) · JMIR Public Health and Surveillance

Suicide and Self-Harm StudiesPosttraumatic Stress Disorder Research

Cited by 15