Kang, Min-Jeoung

Development and validation of early warning score system: A systematic literature review

Fu, L.-H., Schwartz, J., Moy, A., Knaplund, C., Kang, M.-J., Schnock, K. O., Garcia, J. P., Jia, H., Dykes, P. C., Cato, K., et al. (2020) · Journal of Biomedical Informatics

Healthcare Technology and Patient MonitoringSepsis Diagnosis and Treatment

Cited by 102

Predicting pressure injury using nursing assessment phenotypes and machine learning methods

Song, W., Kang, M.-J., Zhang, L., Jung, W., Song, J., Bates, D. W., & Dykes, P. C. (2021) · Journal of the American Medical Informatics Association

Pressure Ulcer Prevention and ManagementMachine Learning in Healthcare

Cited by 67

Real-time surveillance system for patient deterioration: a pragmatic cluster-randomized controlled trial

Rossetti, S. C., Dykes, P. C., Knaplund, C., Cho, S., Withall, J., Lowenthal, G., Albers, D., Lee, R. Y., Jia, H., Bakken, S., et al. (2025) · Nature Medicine

Healthcare Technology and Patient MonitoringMachine Learning in Healthcare

Cited by 54

Mining clinical phrases from nursing notes to discover risk factors of patient deterioration

Korach, Z. T., Yang, J., Rossetti, S. C., Cato, K. D., Kang, M.-J., Knaplund, C., Schnock, K. O., Garcia, J. P., Jia, H., Schwartz, J. M., et al. (2020) · International Journal of Medical Informatics

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

Cited by 40

Identifying nurses’ concern concepts about patient deterioration using a standard nursing terminology

Kang, M.-J., Dykes, P. C., Korach, T. Z., Zhou, L., Schnock, K. O., Thate, J., Whalen, K., Jia, H., Schwartz, J., Garcia, J. P., et al. (2020) · International Journal of Medical Informatics

Nursing Diagnosis and DocumentationMachine Learning in Healthcare

Cited by 24

Utilizing timestamps of longitudinal electronic health record data to classify clinical deterioration events

Fu, L.-H., Knaplund, C., Cato, K., Perotte, A., Kang, M.-J., Dykes, P. C., Albers, D., & Collins Rossetti, S. (2021) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareHealthcare Technology and Patient Monitoring

Cited by 14

Nursing Documentation Variation Across Different Medical Facilities Within an Integrated Healthcare System

Kang, M.-J., Rossetti, S. C., Knaplund, C., Chang, F. Y., Schnock, K. O., Whalen, K., Gesner, E. J., Garcia, J. P., Cato, K. D., & Dykes, P. C. (2021) · CIN: Computers, Informatics, Nursing

Nursing Diagnosis and DocumentationElectronic Health Records Systems

Cited by 13