Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. - Min-Jeoung Kang; Patricia C. Dykes; Zfania Tom Korach; Li Zhou 007; Jennifer Thate; Kimberly Whalen; Kumiko O. Schnock; Christopher Knaplund; Brittany Couture; Kenrick Cato; Sarah A. Collins (AMIA, 2018)

Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. - Liqin Wang; DJoshua R. Lakin; Clay Riley; Zfania Tom Korach; Laura Frain; Li Zhou 007 (AMIA, 2018)

Medical Malpractice Trends: Errors in Automated Speech Recognition. - Maxim Topaz; Adam Schaffer; Kenneth H. Lai; Zfania Tom Korach; Jonathan Einbinder; Li Zhou 007 (J. Medical Syst., 2018)

Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. - Liqin Wang; Suzanne V. Blackley; Carlos A. Ortega; Diane L. Seger; Zfania Tom Korach; Kenneth H. Lai; Foster R. Goss; Paige G. Wickner; Kimberly G. Blumenthal; Li Zhou 007 (AMIA, 2019)

Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. - Zfania Tom Korach; Kenrick D. Cato; Sarah A. Collins; Min-Jeoung Kang; Christopher Knaplund; Patricia C. Dykes; Liqin Wang; Kumiko O. Schnock; Jose P. Garcia; Haomiao Jia; Frank Y. Chang; Jessica M. Schwartz; et al. (Appl. Clin. Inform., 2019)

Speech recognition for clinical documentation from 1990 to 2018: a systematic review. - Suzanne V. Blackley; Jessica Huynh; Liqin Wang; Zfania Tom Korach; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2019)

Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. - Zfania Tom Korach; Sharmitha Yerneni; Jonathan Einbinder; Carl Kallenberg; Li Zhou 007 (AMIA, 2020)

Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology. - Min-Jeoung Kang; Patricia C. Dykes; Zfania Tom Korach; Li Zhou 007; Kumiko O. Schnock; Jennifer Thate; Kimberly Whalen; Haomiao Jia; Jessica M. Schwartz; Jose P. Garcia; Christopher Knaplund; Kenrick D. Cato; et al. (Int. J. Medical Informatics, 2020)

Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. - Zfania Tom Korach; Jie Yang 039; Sarah Collins Rossetti; Kenrick D. Cato; Min-Jeoung Kang; Christopher Knaplund; Kumiko O. Schnock; Jose P. Garcia; Haomiao Jia; Jessica M. Schwartz; Li Zhou 007 (Int. J. Medical Informatics, 2020)

A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. - Liqin Wang; Suzanne V. Blackley; Kimberly G. Blumenthal; Sharmitha Yerneni; Foster R. Goss; Ying-Chih Lo; Sonam N. Shah; Carlos A. Ortega; Zfania Tom Korach; Diane L. Seger; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2020)

Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. - Zfania Tom Korach; Stephen C. Gradwohl; Amanda I. Messinger; Kelly Bookman; Kevin Cohen 001; Li Zhou 007; Foster R. Goss (Int. J. Medical Informatics, 2021)

Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. - Kumiko O. Schnock; Min-Jeoung Kang; Sarah Collins Rossetti; Jose P. Garcia; Graham Lowenthal; Chris Knaplund; Frank Y. Chang; David J. Albers; Zfania Tom Korach; Li Zhou 007; Jeffrey G. Klann; Kenrick Cato; et al. (Int. J. Medical Informatics, 2021)

Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. - Sarah Collins Rossetti; Chris Knaplund; David J. Albers; Patricia C. Dykes; Min-Jeoung Kang; Zfania Tom Korach; Li Zhou 007; Kumiko Schnock; Jose P. Garcia; Jessica M. Schwartz; Li-heng Fu; Jeffrey G. Klann; et al. (J. Am. Medical Informatics Assoc., 2021)