Liu, Sijia

Clinical information extraction applications: A literature review

Wang, Y., Wang, L., Rastegar-Mojarad, M., Moon, S., Shen, F., Afzal, N., Liu, S., Zeng, Y., Mehrabi, S., Sohn, S., et al. (2018) · Journal of Biomedical Informatics

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 910

A comparison of word embeddings for the biomedical natural language processing

Wang, Y., Liu, S., Afzal, N., Rastegar-Mojarad, M., Wang, L., Shen, F., Kingsbury, P., & Liu, H. (2018) · Journal of Biomedical Informatics

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 370

Artificial intelligence-guided screening for atrial fibrillation using electrocardiogram during sinus rhythm: a prospective non-randomised interventional trial

Noseworthy, P. A., Attia, Z. I., Behnken, E. M., Giblon, R. E., Bews, K. A., Liu, S., Gosse, T. A., Linn, Z. D., Deng, Y., Yin, J., et al. (2022) · The Lancet

Atrial Fibrillation Management and OutcomesECG Monitoring and Analysis

Cited by 257

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

Modeling asynchronous event sequences with RNNs

Wu, S., Liu, S., Sohn, S., Moon, S., Wi, C.-I., Juhn, Y., & Liu, H. (2018) · Journal of Biomedical Informatics

Machine Learning in HealthcareTime Series Analysis and Forecasting

Cited by 45

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

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Fu, S., Wen, A., Schaeferle, G. M., Wilson, P., Demuth, G. O., Ruan, X., Liu, S., Storlie, C. B., & Liu, H. (2022) · Unpublished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

Selected articles from the BioCreative/OHNLP challenge 2018

Liu, S., Wang, Y., & Liu, H. (2019) · BMC Medical Informatics and Decision Making

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 10