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Ayah Zirikly

johns hopkins university

14H-index
66Paper Count
809Citation Count
Published Papers 14
Publication Date
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An approach to classifying and measuring stigmatizing and positive language at scale in electronic health records
errBMC Health Services Research
IF3
err2026-08-20
err0
errOAAI
errSomnath Saha; Keith Harrigian; Brant W. Chee; Alya Ahmad; Anne R. Links; Dingfen Han; Yahan Li; Ayah Zirikly; Mark Dredze; Mary Catherine Beach
errShare
errSave
Using natural language processing and machine learning to identify social needs in patient medical notes: model training with balanced versus real-world datasets
errJAMIA Open
IF3.4
err2026-08-17
err0
errOAAI
errChristopher Kitchen, MS; Thomas Richards, MS; Luis M Ahumada, PhD; Geoffrey M Gray, PhD; Ayah Zirikly, PhD; Elham Hatef, MD, MPH
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errSave
Detecting dataset bias in medical AI using a generalized and modality agnostic auditing approach
errnpj Digital Medicine
IF15.1
err2026-05-29
err0
errOAAI
errNathan Drenkow; Mitchell Pavlak; Keith Harrigian; Ayah Zirikly; Adarsh Subbaswamy; Mohammad Mehdi Farhangi; Nicholas Petrick; Mathias Unberath
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errSave
Exploring the Patient’s Lifeworld: A Qualitative Study of Personalizing Language in Electronic Health Records
errJournal of General Internal Medicine
IF4.2
err2026-03-31
err0
errOAAI
errAkanksha Suresh; Priyanka Fernandes; Ayah Zirikly; Elaine C. Thompson; Anne R. Links; Keith Harrigian; Brant Chee; Mark Dredze; Mary Catherine Beach; Somnath Saha
errShare
errSave
A multi-metric evaluation of readability in psychiatric discharge summaries
errBioData Mining
IF6.1
err2026-03-10
err0
errOAAI
errFuchen Li; Casey Overby Taylor; Ayah Zirikly
errShare
errSave
The power of social media activism in the #YesAllWomen Movement
errhumanities social sciences communications
IF0
err2025-09-22
err0
errOAAI
errMichelle R. Kaufman; Kate Wright; Rosalyn Shin; Elise Tirza Ohene-Kyei; Oluwatimilehin Fatoki; Tahilin Sanchez Karver; Carlos Aguirre; Mark Dredze; Ayah Zirikly
errShare
errSave
Assessing the Role of Immigration Information in Medical Records: Patterns, Risks, and Recommendations
errJournal of General Internal Medicine
IF4.2
err2025-07-16
err0
PREAI
errAkanksha Suresh; Ayah Zirikly; Priyanka Fernandes; Mary Catherine Beach; Kathleen R. Page
errShare
errSave
Taxonomy-based prompt engineering to generate synthetic drug-related patient portal messages
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2024-12-01
err0
PREAI
errWang, Natalie; Treewaree, Sukrit; Zirikly, Ayah; Lu, Yuzhi L.; Nguyen, Michelle H.; Agarwal, Bhavik; Shah, Jash; Stevenson, James Michael; Taylor, Casey Overby
errShare
errSave
Suicide Death Prediction Using the Maryland Suicide Data Warehouse: A Sensitivity Analysis
errArchives of Suicide Research
IF2
err2024-06-30
err0
PREAI
errC. Kitchen; A. Zirikly; A. Belouali; H. Kharrazi; P. Nestadt; H.C. Wilcox
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errSave
Editorial: Artificial intelligence for human function and disability
errFRONTIERS IN DIGITAL HEALTH
IF3.8
err2023-09-08
err0
errOAAI
errNewman-Griffis, Denis R.; Desmet, Bart; Zirikly, Ayah; Tamang, Suzanne; Chang, Chih-Hung
errShare
errSave
Informatics Research on Mental Health Functioning: Decision Support for the Social Security Administration Disability Program
errPSYCHIATRIC SERVICES
IF3.2
err2023-01-01
err0
errOAAI
errGoldman, Howard H.; Porcino, Julia; Divita, Guy; Zirikly, Ayah; Desmet, Bart; Sacco, Maryanne; Marfeo, Elizabeth; McDonough, Christine; Rasch, Elizabeth; Chan, Leighton
errShare
errSave
Information Extraction Framework for Disability Determination Using a Mental Functioning Use-Case
errJMIR MEDICAL INFORMATICS
IF3.8
err2022-03-18
err7
errOAAI
errZirikly, Ayah; Desmet, Bart; Newman-Griffis, Denis; Marfeo, Elizabeth E.; McDonough, Christine; Goldman, Howard; Chan, Leighton
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errSave
A comprehensive study of mobility functioning information in clinical notes: Entity hierarchy, corpus annotation, and sequence labeling
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2021-03-01
err14
errOAAI
errThieu, Thanh; Maldonado, Jonathan Camacho; Ho, Pei-Shu; Ding, Min; Marr, Alex; Brandt, Diane; Newman-Griffis, Denis; Zirikly, Ayah; Chan, Leighton; Rasch, Elizabeth
errShare
errSave
Broadening horizons: the case for capturing function and the role of health informatics in its use
errBMC PUBLIC HEALTH
IF3.6
err2019-10-15
err20
errOAAI
errNewman-Griffis, Denis; Porcino, Julia; Zirikly, Ayah; Thieu, Thanh; Maldonado, Jonathan Camacho; Ho, Pei-Shu; Ding, Min; Chan, Leighton; Rasch, Elizabeth
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
M
Mark Dredze
H-index: 67 · Papers: 452
M
Mary Catherine Beach
H-index: 64 · Papers: 338
H
Howard H. Goldman
H-index: 58 · Papers: 407
H
Holly C. Wilcox
H-index: 55 · Papers: 262
L
Leighton Chan
H-index: 49 · Papers: 317
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