Schnock, Kumiko O.

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

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Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework

Rossetti, S. C., Knaplund, C., Albers, D., Dykes, P. C., Kang, M. J., Korach, T. Z., Zhou, L., Schnock, K., Garcia, J., Schwartz, J., et al. (2021) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareArtificial Intelligence in Healthcare

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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

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Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event

Korach, Z. T., Cato, K. D., Collins, S. A., Kang, M. J., Knaplund, C., Dykes, P. C., Wang, L., Schnock, K. O., Garcia, J. P., Jia, H., et al. (2019) · Applied Clinical Informatics

Machine Learning in HealthcareNursing Diagnosis and Documentation

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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

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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

Developing, Pilot Testing, and Refining Requirements for 3 EHR-Integrated Interventions to Improve Diagnostic Safety in Acute Care: A User-Centered Approach

Garber, A., Garabedian, P., Wu, L., Lam, A., Malik, M., Fraser, H., Bersani, K., Piniella, N., Motta-Calderon, D., Rozenblum, R., et al. (2023) · JAMIA Open

Clinical Reasoning and Diagnostic SkillsElectronic Health Records Systems

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