Zfania Tom Korach

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 13

Top Topics

Emergency Department

Speech Recognition

Top Venues

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

J. Medical Syst.

Publications

Zfania Tom Korach, Stephen C. Gradwohl, Amanda I. Messinger, Kelly Bookman, Kevin Cohen, Li Zhou, Foster R. Goss
Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int. J. Medical Informatics 149 (2021)
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, Jeffrey G. Klann, Kenrick Cato, David W. Bates, Patricia C. Dykes
Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. Int. J. Medical Informatics 153 (2021)
Sarah Collins Rossetti, Chris Knaplund, David J. Albers, Patricia C. Dykes, Min-Jeoung Kang, Zfania Tom Korach, Li Zhou, Kumiko Schnock, Jose P. Garcia, Jessica M. Schwartz, Li-heng Fu, Jeffrey G. Klann, Graham Lowenthal, Kenrick Cato
Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. J. Am. Medical Informatics Assoc. 28 (6) (2021)
Zfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou
Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. AMIA (2020)
Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Kumiko O. Schnock, Jennifer Thate, Kimberly Whalen, Haomiao Jia, Jessica M. Schwartz, Jose P. Garcia, Christopher Knaplund, Kenrick D. Cato, Sarah Collins Rossetti
Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology. Int. J. Medical Informatics 133 (2020)
Zfania Tom Korach, Jie Yang, Sarah Collins Rossetti, Kenrick D. Cato, Min-Jeoung Kang, Christopher Knaplund, Kumiko O. Schnock, Jose P. Garcia, Haomiao Jia, Jessica M. Schwartz, Li Zhou
Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. Int. J. Medical Informatics 135 (2020)
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
A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. J. Am. Medical Informatics Assoc. 27 (6) (2020)
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, Li Zhou
Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Appl. Clin. Inform. 10 (05) (2019)
Suzanne V. Blackley, Jessica Huynh, Liqin Wang, Zfania Tom Korach, Li Zhou
Speech recognition for clinical documentation from 1990 to 2018: a systematic review. J. Am. Medical Informatics Assoc. 26 (4) (2019)
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
Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. AMIA (2019)
Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Jennifer Thate, Kimberly Whalen, Kumiko O. Schnock, Christopher Knaplund, Brittany Couture, Kenrick Cato, Sarah A. Collins
Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. AMIA (2018)
Liqin Wang, Joshua Lakin, Clay Riley, Zfania Tom Korach, Laura Frain, Li Zhou
Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. AMIA (2018)
Maxim Topaz, Adam Schaffer, Kenneth H. Lai, Zfania Tom Korach, Jonathan Einbinder, Li Zhou
Medical Malpractice Trends: Errors in Automated Speech Recognition. J. Medical Syst. 42 (8) (2018)