Nicole Gray Weiskopf

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Quality Measures

Systematic Review

Top Venues

J. Am. Medical Informatics Assoc.

Appl. Clin. Inform.

BMC Medical Informatics Decis. Mak.

Publications

Wei-Chun Lin, Aiyin Chen, Xubo Song, Nicole Gray Weiskopf, Michael F. Chiang, Michelle R. Hribar
Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data. J. Am. Medical Informatics Assoc. 31 (2) (2024)
Abigail E. Lewis, Nicole Gray Weiskopf, Zachary B. Abrams, Randi E. Foraker, Albert M. Lai, Philip R. O. Payne, Aditi Gupta
Electronic health record data quality assessment and tools: a systematic review. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Nicole Gray Weiskopf, David A. Dorr, Christie Jackson, Harold P. Lehmann, Caroline A. Thompson
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse. J. Am. Medical Informatics Assoc. 30 (5) (2023)
Robert W. Voss, Teresa D. Schmidt, Nicole Gray Weiskopf, Miguel Marino, David A. Dorr, Nathalie Huguet, Nate Warren, Steele Valenzuela, Jean P. O'Malley, Ana R. Quiñones
Comparing ascertainment of chronic condition status with problem lists versus encounter diagnoses from electronic health records. J. Am. Medical Informatics Assoc. 29 (5) (2022)
David A. Dorr, Nicole Gray Weiskopf, Michelle Bobo, MJ Dunne, Peijan Han, Jessica Kim, V. G. Vinod Vydiswaran
Validating Complex Phenotypes: A Structured Approach for Dementia. AMIA (2022)
Lily A. Cook, Jonathan Sachs, Nicole Gray Weiskopf
The quality of social determinants data in the electronic health record: a systematic review. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Meenakshi Mishra, Mary Pickett, Nicole Gray Weiskopf
The Role of Informatics in Implementing Guidelines for Chronic Opioid Therapy Risk Assessment in Primary Care: A Narrative Review Informed by the Socio-Technical Model. MedInfo (2021)
Sarah T. Florig, Sky M. Corby, Nicholas T. Rosson, Tanuj Devara, Nicole Gray Weiskopf, Jeffrey Allen Gold, Vishnu Mohan
Chart Completion Time of Attending Physicians While Using Medical Scribes. AMIA (2021)
Jimmy Phuong, Elizabeth Zampino, Nicholas J. Dobbins, Juan Espinoza, Daniella Meeker, Heidi Spratt, Charisse R. Madlock-Brown, Nicole Gray Weiskopf, Adam B. Wilcox
Extracting Patient-level Social Determinants of Health into the OMOP Common Data Model. AMIA (2021)
David A. Dorr, Christopher D'Autremont, Christie Pizzimenti, Nicole Gray Weiskopf, Robert Rope, Steven Z. Kassakian, Joshua E. Richardson, Rob McClure, Floyd Eisenberg
Assessing Data Adequacy for High Blood Pressure Clinical Decision Support: A Quantitative Analysis. Appl. Clin. Inform. 12 (4) (2021)
Nicole Gray Weiskopf, Melody L. Greer, Karthik Natarajan, Caroline A. Thompson, Harold P. Lehmann
Bias in the Reuse and Analysis of Electronic Health Record Data. AMIA (2020)
Nicole Gray Weiskopf, Aaron M. Cohen, Joely Hannan, Thad Jarmon, David A. Dorr
Towards augmenting structured EHR data: a comparison of manual chart review and patient self-report. AMIA (2019)
Raja A. Cholan, Nicole Gray Weiskopf, Doug Rhoton, Nicholas V. Colin, Rachel L. Ross, Melanie N. Marzullo, Bhavaya Sachdeva, David A. Dorr
Specifications of Clinical Quality Measures and Value Set Vocabularies Shift Over Time: A Study of Change through Implementation Differences. AMIA (2017)
Kathleen Lee, Nicole Gray Weiskopf, Jyotishman Pathak
A Framework for Data Quality Assessment in Clinical Research Datasets. AMIA (2017)
Shelby Martin, Jesse Wagner, Nicoleta Lupulescu-Mann, Katrina Ramsey, Aaron Cohen, Peter Graven, Nicole Gray Weiskopf, David Dorr
Comparison of EHR-based diagnosis documentation locations to a gold standard for risk stratification in patients with multiple chronic conditions. Appl. Clin. Inform. 8 (03) (2017)
Shelby J. Martin, Nicole Gray Weiskopf, David A. Dorr
Comparison of Electronic Health Record Data Sources to a Gold Standard Patient Data Set in Correctly Identifying Chronic Conditions. AMIA (2016)
Nicole Gray Weiskopf, Faiza Khan, David A. Dorr, Deborah V. Woodcock, Joaquin E. Cigarroa, Aaron M. Cohen
A Mixed Methods Task Analysis of the Implementation and Validation of EHR-Based Clinical Quality Measures. AMIA (2016)
Nicole Gray Weiskopf, Chunhua Weng
A Guideline for Assessing EHR Data Quality for Secondary Use. AMIA (2015)
Adler J. Perotte, Rimma Pivovarov, Karthik Natarajan, Nicole Gray Weiskopf, Frank D. Wood, Noemie Elhadad
Diagnosis code assignment: models and evaluation metrics. J. Am. Medical Informatics Assoc. 21 (2) (2014)
Alexander Rusanov, Nicole Gray Weiskopf, Shuang Wang, Chunhua Weng
Hidden in plain sight: bias towards sick patients when sampling patients with sufficient electronic health record data for research. BMC Medical Informatics Decis. Mak. 14 (2014)
Nicole Gray Weiskopf, George Hripcsak, Sushmita Swaminathan, Chunhua Weng
Defining and measuring completeness of electronic health records for secondary use. J. Biomed. Informatics 46 (5) (2013)
Nicole Gray Weiskopf, Alex Rusanov, Chunhua Weng
Sick Patients Have More Data: The Non-Random Completeness of Electronic Health Records. AMIA (2013)
Nicole Gray Weiskopf, Chunhua Weng
Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research. J. Am. Medical Informatics Assoc. 20 (1) (2013)