Brian C. Sauer

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 11

Top Topics

Natural Language Processing

Electronic Medical Record

Health Information Technology

Event Sequences

Top Venues

Appl. Clin. Inform.

J. Biomed. Informatics

Publications

Haoran Niu, Olufemi A. Omitaomu, Michael A. Langston, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Angela Laurio, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker
Detecting anomalous sequences in electronic health records using higher-order tensor networks. J. Biomed. Informatics 135 (2022)
Laura Pullum, Olufemi A. Omitaomu, Mohammed M. Olama, Addi Thakur Malviya, Ozgur Ozmer, Hilda B. Klasky, P. Teja Kuruganti, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker
A Systematic Review of Healthcare Information Technology Anomaly Classification. ICHI (2022)
Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Addi Thakur Malviya, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. ICHI (2022)
Olufemi A. Omitaomu, Hilda B. Klasky, Mohammed M. Olama, Özgür Özmen, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker
A new methodological framework for hazard detection models in health information technology systems. J. Biomed. Informatics 124 (2021)
Haoran Niu, Olufemi A. Omitaomu, Qing C. Cao, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. IEEE BigData (2020)
Regina Richter Lagha, Zachary Burningham, Brian C. Sauer, Jianwei Leng, Celena B. Peters, Tina Huynh, Shardool Patel, Ahmad S. Halwani, B. Josea Kramer
Usability Testing a Potentially Inappropriate Medication Dashboard: A Core Component of the Dashboard Development Process. Appl. Clin. Inform. 11 (04) (2020)
Feifan Liu, Richeek Pradhan, Emily Druhl, Elaine T. Freund, Weisong Liu, Brian C. Sauer, Fran Cunningham, Adam J. Gordon, Celena B. Peters, Hong Yu
Learning to detect and understand drug discontinuation events from clinical narratives. J. Am. Medical Informatics Assoc. 26 (10) (2019)
Celena B. Peters, Fran Cunningham, Hong Yu, Adam J. Gordon, Cedric L. Salone, Jessica Zacher, Ronald Carico, Jianwei Leng, Nikolh Smith-Nemard, Weisong Liu, Sophia Lu, Emily Druhl, Tina Huynh, Zachary Burningham, Feifan Liu, Brian C. Sauer
Reference Standard Development to Train Natural Language Processing Algorithms to Detect Problematic Buprenorphine-Naloxone Therapy. AMIA (2018)
Barbara Jones, Brett R. South, Y. Shao, C. C. Lu, Jianwei Leng, Brian C. Sauer, Adi V. Gundlapalli, Matthew H. Samore, Qiang Zeng
Development and Validation of a Natural Language Processing Tool to Identify Patients Treated for Pneumonia across VA Emergency Departments. Appl. Clin. Inform. 9 (01) (2018)
April F. Mohanty, Jacob Crook, Christina A. Porucznik, Erin M. Johnson, Robert T. Rolfs, Brian C. Sauer
Development and evaluation of a record linkage protocol for Utah's Controlled Substance Database. Health Informatics J. 23 (1) (2017)
Brett R. South, Shobhit Mehortra, Jianwei Leng, Sophia Lu, Brian C. Sauer, Grant Cannon
Automated Extraction of Disease Activity Component Measures From Electronic Medical Records Using Natural Language Processing. AMIA (2016)
Fern FitzHenry, Jesse Brannen, Jason N. Denton, Jonathan R. Nebeker, Scott L. DuVall, Freneka F. Minter, Jeffrey Scehnet, Brian C. Sauer, Lucila Ohno-Machado, Michael E. Matheny
Transforming the National Department of Veterans Affairs Data Warehouse to the OMOP Common Data Model. AMIA (2015)
Jianwei Leng, Ran Tao, Chao-Chin Lu, Brian C. Sauer
Improving Efficiency in Text Extraction using the Extendable and Accumulable Text Extraction Platform (EATEP). AMIA (2013)
Jeffrey Duncan, Todd Grey, Leslie Lenert, Brian C. Sauer, Catherine J. Staes
Factors Affecting Quality of Cause of Death on Death Certificates. AMIA (2012)
Michael A. Rubin, Jeanmarie Mayer, Tom Greene, Brian C. Sauer, Bala Hota, William E. Trick, John A. Jernigan, Matthew H. Samore
An Agent-Based Model for Evaluating Surveillance Methods for Catheter-Related Bloodstream Infection. AMIA (2008)