Zfania Tom Korach

13 papers Misc 4Journal 9

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	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. 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
2021	J	`jnl`	Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. Int. J. Medical Informatics 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
2021	J	`jnl`	Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int. J. Medical Informatics Zfania Tom Korach, Stephen C. Gradwohl, Amanda I. Messinger, Kelly Bookman, Kevin Cohen, Li Zhou, Foster R. Goss
2020	J	`jnl`	A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. J. Am. Medical Informatics Assoc. 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
2020	Misc	`conf`	Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. AMIA Zfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou
2020	J	`jnl`	Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology. Int. J. Medical Informatics 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
2020	J	`jnl`	Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. Int. J. Medical Informatics 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
2019	Misc	`conf`	Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. AMIA 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
2019	J	`jnl`	Speech recognition for clinical documentation from 1990 to 2018: a systematic review. J. Am. Medical Informatics Assoc. Suzanne V. Blackley, Jessica Huynh, Liqin Wang, Zfania Tom Korach, Li Zhou
2019	J	`jnl`	Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Appl. Clin. Inform. 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
2018	Misc	`conf`	Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. AMIA Liqin Wang, DJoshua R. Lakin, Clay Riley, Zfania Tom Korach, Laura Frain, Li Zhou
2018	Misc	`conf`	Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. AMIA 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
2018	J	`jnl`	Medical Malpractice Trends: Errors in Automated Speech Recognition. J. Medical Syst. Maxim Topaz, Adam Schaffer, Kenneth H. Lai, Zfania Tom Korach, Jonathan Einbinder, Li Zhou