Jennifer A. Pacheco

Northwestern University — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

46h-index9.0kcitations208works2.42yr avg
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Research Topics

Biomedical Text Mining and Ontologies(52), Genetic Associations and Epidemiology(41), Machine Learning in Healthcare(28), Metabolomics and Mass Spectrometry Studies(26), Electronic Health Records Systems(21)

Publications207 total

PhenoFit: a framework for determining computable phenotyping algorithm fitness for purpose and reuse
Journal of the American Medical Informatics Association·2025Open Access
Immunosuppression variably impacts outcomes for patients hospitalized with COVID-19: A retrospective cohort study
PLoS ONE·2025Open Access
Phenome-wide association study identifies multiple traits associated with a polygenic risk score for colorectal cancer
Human Genomics·2025· 1 citedOpen Access
Zenodo Data Sharing User Story: Enhancing Phenotype Libraries with Phenoflow
PubMed·2025· 8 citedOpen Access
PhenoFit: A Framework for Determining Computable Phenotyping Algorithm Fitness for Purpose and Reuse
2025Open Access
Current Limitations of Electronic Health Record Systems in Supporting Pragmatic Clinical Trials: Insights from the eMERGE Consortium
2025Open Access
Mixed-effects polygenic risk score Phenome-wide association study detects genetic correlation between colorectal cancer risk and phenotype data extracted from the electronic health record
2025Open Access
Genomic analysis of surgical patients to identify patients at risk for postoperative sepsis and surgical site infection
The Journal of Trauma: Injury, Infection, and Critical Care·2025
The power of genetic diversity in genome-wide association studies of lipids
UNC Libraries·2024· 5 citedOpen Access
Author Correction: The power of genetic diversity in genome-wide association studies of lipids
UNC Libraries·2024Open Access
A multi-layer functional genomic analysis to understand noncoding genetic variation in lipids
UNC Libraries·2024Open Access
Assessing myocardial flow reserve using CZT SPECT perfusion imaging: a step towards clinical application
European Heart Journal - Cardiovascular Imaging·2024· 2 citedOpen Access
Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system
Learning Health Systems·2024· 8 citedOpen Access
Rapid identification of inflammatory arthritis and associated adverse events following immune checkpoint therapy: a machine learning approach
Frontiers in Immunology·2024· 6 citedOpen Access
Natural language processing to identify lupus nephritis phenotype in electronic health records
BMC Medical Informatics and Decision Making·2024· 8 citedOpen Access
Caracterização microestrutural de um perfil de solo não saturado em conjunto com sensores de umidade na Baixada Santista - SP
2024Open Access
Comportamento hidráulico e mecânico de um perfil de solo não saturado em conjunto com sensores de umidade na baixada Santista-SP
2024Open Access
1262 Immune checkpoint inhibitor-induced inflammatory arthritis is associated with cutaneous, endocrine, and gastrointestinal immune-related adverse events: a machine learning approach
Regular and Young Investigator Award Abstracts·2023Open Access
Identification and assessment of classification criteria attributes for systemic lupus erythematosus in a regional medical record data network
Lupus Science & Medicine·2023Open Access
Proteomic and genetic analyses of influenza A viruses identify pan-viral host targets
Nature Communications·2023· 51 citedOpen Access
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Frequent Co-authors

Joshua C. Denny(28), Iftikhar J. Kullo(23), Gail P. Jarvik(21), David Carrell(19), Peggy Peissig(19), Marylyn D. Ritchie(17), David R. Crosslin(17), Dan M. Roden(16), Abel Kho(14), Luke V. Rasmussen(14), Rex L. Chisholm(14), Jyotishman Pathak(13), Christopher G. Chute(13), Catherine A. McCarty(13), Laura J. Rasmussen‐Torvik(13), Eric B. Larson(11), Dana C. Crawford(11), M. Geoffrey Hayes(11), Suzette J. Bielinski(10), Gerard Tromp(10)