Zfania Tom Korach

According to our database, Zfania Tom Korach authored at least 13 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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, Kumiko Schnock, Jose P. Garcia, Jessica M. Schwartz, Li-heng Fu, Jeffrey G. Klann, Graham Lowenthal, Kenrick Cato

J. Am. Medical Informatics Assoc., 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, Jeffrey G. Klann, Kenrick Cato, David W. Bates, Patricia C. Dykes

Int. J. Medical Informatics, 2021

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, Li Zhou, Foster R. Goss

Int. J. Medical Informatics, 2021

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

J. Am. Medical Informatics Assoc., 2020

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

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

Int. J. Medical Informatics, 2020

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

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

Int. J. Medical Informatics, 2020

Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning.

Zfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou

Proceedings of the AMIA 2020, 2020

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

J. Am. Medical Informatics Assoc., 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, Li Zhou

Appl. Clin. Inform., 2019

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

Proceedings of the AMIA 2019, 2019

2018

Medical Malpractice Trends: Errors in Automated Speech Recognition.

Maxim Topaz, Adam Schaffer, Kenneth H. Lai, Zfania Tom Korach, Jonathan Einbinder, Li Zhou

J. Medical Syst., 2018

Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes.

Liqin Wang, Joshua Lakin, Clay Riley, Zfania Tom Korach, Laura Frain, Li Zhou

Proceedings of the AMIA 2018, 2018

Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology.

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

Proceedings of the AMIA 2018, 2018