Meredith N. Zozus

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 28

Top Topics

Machine Learning

Entity Resolution

Top Venues

Publications

Yahia Mohamed, Xing Song, Tamara M. McMahon, Suman Sahil, Meredith N. Zozus, Zhan Wang, Lemuel R. Waitman
Tailoring Rule-Based Data Quality Assessment to the Patient-Centered Outcomes Research Network (PCORnet) Common Data Model (CDM). AMIA (2022)
Shorabuddin Syed, Adam Jackson Angel, Hafsa Bareen Syeda, Carole France Jennings, Joseph VanScoy, Mahanazuddin Syed, Melody L. Greer, Sudeepa Bhattacharyya, Meredith N. Zozus, Benjamin Tharian, Fred W. Prior
The h-ANN Model: Comprehensive Colonoscopy Concept Compilation using Combined Contextual Embeddings. HEALTHINF (2022)
Shorabuddin Syed, Adam Jackson Angel, Hafsa Bareen Syeda, Carole Franc Jennings, Joseph VanScoy, Mahanazuddin Syed, Melody L. Greer, Sudeepa Bhattacharyya, Shaymaa Al-Shukri, Meredith N. Zozus, Fred W. Prior, Benjamin Tharian
TAX-Corpus: Taxonomy based Annotations for Colonoscopy Evaluation. HEALTHINF (2022)
Mahanazuddin Syed, Kevin W. Sexton, Melody L. Greer, Shorabuddin Syed, Joseph VanScoy, Farhan Kawsar, Erica Olson, Karan Patel, Jake Erwin, Sudeepa Bhattacharyya, Meredith N. Zozus, Fred W. Prior
DeIDNER Model: A Neural Network Named Entity Recognition Model for Use in the De-identification of Clinical Notes. HEALTHINF (2022)
Mahanazuddin Syed, Shorabuddin Syed, Kevin W. Sexton, Hafsa Bareen Syeda, Maryam Y. Garza, Meredith N. Zozus, Farhanuddin Syed, Salma Begum, Abdullah Usama Syed, Joseph A. Sanford, Fred W. Prior
Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review. Informatics 8 (1) (2021)
Mahanazuddin Syed, Shaymaa Al-Shukri, Shorabuddin Syed, Kevin W. Sexton, Melody L. Greer, Meredith N. Zozus, Sudeepa Bhattacharyya, Fred W. Prior
DeIDNER Corpus: Annotation of Clinical Discharge Summary Notes for Named Entity Recognition Using BRAT Tool. MIE (2021)
Maryam Y. Garza, Michael W. Rutherford, Bhargav Adagarla, Eric L. Eisenstein, Karan R. Kumar, Kanecia O. Zimmerman, Umit Topaloglu, Meredith N. Zozus
Evaluating Site-Level Implementations of the HL7 FHIR Standard to Support eSource Data Exchange in Clinical Research. MIE (2021)
Shorabuddin Syed, Benjamin Tharian, Hafsa Bareen Syeda, Meredith N. Zozus, Melody L. Greer, Sudeepa Bhattacharyya, Mahanazuddin Syed, Fred W. Prior
Consolidated EHR Workflow for Endoscopy Quality Reporting. MIE (2021)
Mahanazuddin Syed, Shorabuddin Syed, Kevin W. Sexton, Melody L. Greer, Meredith N. Zozus, Sudeepa Bhattacharyya, Farhanuddin Syed, Fred W. Prior
Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review. MIE (2021)
Shorabuddin Syed, Mahanazuddin Syed, Fred W. Prior, Meredith N. Zozus, Hafsa Bareen Syeda, Melody L. Greer, Sudeepa Bhattacharyya, Shashank Garg
Machine Learning Approach to Optimize Sedation Use in Endoscopic Procedures. MIE (2021)
Bhargav Adagarla, Maryam Y. Garza, Karan R. Kumar, Umit Topaloglu, Anita Walden, Kanecia Zimmerman, Meredith N. Zozus, Eric L. Eisenstein
Understanding facilitators and barriers to development and adoption of EHR-to-eCRF technology in multi-site clinical research. AMIA (2020)
Austin Springer, Donna Chachere, Awaad Alsarkhi, Meredith N. Zozus
The Impact of Information Quality on Retracted Bioinformatics Literature. MIE (2020)
Shorabuddin Syed, Mahanazuddin Syed, Hafsa Bareen Syeda, Fred W. Prior, Meredith N. Zozus, Melody L. Penning, Mohammed Orloff
Document Oriented Graphical Analysis and Prediction. MIE (2020)
Melody L. Penning, Colette Blach, Anita Walden, Pei Wang, Katrina M. Donovan, Maryam Y. Garza, Zhan Wang, Julie Frund, Shorabuddin Syed, Mahanazuddin Syed, Guilherme Del Fiol, L. Kristin Newby, Carl F. Pieper, Meredith N. Zozus
Near Real Time EHR Data Utilization in a Clinical Study. MIE (2020)
Eric L. Eisenstein, Maryam Y. Garza, Mitra Rocca, Gideon S. Gordon, Meredith N. Zozus
eSource-Enabled vs. Traditional Clinical Trial Data Collection Methods: A Site-Level Economic Analysis. MIE (2020)
Maryam Y. Garza, Michael W. Rutherford, Sahiti Myneni, Susan H. Fenton, Anita Walden, Umit Topaloglu, Eric L. Eisenstein, Karan R. Kumar, Kanecia Zimmerman, Mitra Rocca, Scott Gordon, Sam Hume, Zhan Wang, Meredith N. Zozus
Evaluating the Coverage of the HL7® FHIR® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies. AMIA (2020)
Maryam Y. Garza, Emel Seker, Meredith N. Zozus
Development of Data Validation Rules for Therapeutic Area Standard Data Elements in Four Mental Health Domains to Improve the Quality of FDA Submissions. ITCH (2019)
Pei Wang, Maryam Y. Garza, Meredith N. Zozus
Cancer Phenotype Development: A Literature Review. ITCH (2019)
Pei Wang, Daniel L. Pullen, Maryam Y. Garza, Anita Walden, Meredith N. Zozus
Data Profiling in Support of Entity Resolution of Multi-Institutional EHR Data. ITCH (2019)
Ahmad Baghal, Meredith N. Zozus, Amanda Baghal, Shaymaa Al-Shukri, Fred W. Prior
Factors Associated with Increased Adoption of a Research Data Warehouse. ITCH (2019)
Melody L. Penning, Mary Gadde, Meredith N. Zozus
A Qualitative Evidence Synthesis of Adverse Event Detection Methodologies. ITCH (2019)
Maryam Y. Garza, Sahiti Myneni, Amy Harris Nordo, Eric L. Eisenstein, W. Ed Hammond, Anita Walden, Meredith N. Zozus
eSource for Standardized Health Information Exchange in Clinical Research: A Systematic Review. ITCH (2019)
Zhan Wang, Melody L. Penning, Meredith N. Zozus
Analysis of Anesthesia Screens for Rule-Based Data Quality Assessment Opportunities. ITCH (2019)
Zhan Wang, Serhan Dagtas, John R. Talburt, Ahmad Baghal, Meredith N. Zozus
Rule-Based Data Quality Assessment and Monitoring System in Healthcare Facilities. ITCH (2019)
Jonathan P. Bona, John Grohol, Meredith N. Zozus, Robert Zozus, Mathias Brochhausen
Toward Using Ontologies to Improve Results in Searches for Mental Health Information. ICBO (2017)
Meredith N. Zozus, Angel Lazarov, Leigh R. Smith, Tim E. Breen, Susan L. Krikorian, Patrick S. Zbyszewski, Shelly K. Knoll, Debra A. Jendrasek, Derek C. Perrin, Demetris N. Zambas, Tremaine B. Williams, Carl F. Pieper
Analysis of professional competencies for the clinical research data management profession: implications for training and professional certification. J. Am. Medical Informatics Assoc. 24 (4) (2017)
Meredith N. Zozus, Anita Walden, Marcia Byers, Thomas Powell, Pei Wang, Maryam Y. Garza, Guilherme Del Fiol, Jessica D. Tenenbaum, Matthew Nix, Carl F. Pieper
Assessing the Quality of Electronic Health Record Data and Patient Self-Report Data. ICIQ (2017)
Pei Wang, Daniel L. Pullen, Maryam Y. Garza, Meredith N. Zozus
The Challenges of, and Why You Should Reconsider Using, Truth Sets for Optimizing Entity Resolution: A Case Study. ICIQ (2017)