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Classifying Individuals With Rheumatic Conditions as Financially Insecure Using Electronic Health Record Data and Natural Language Processing: Algorithm Derivation and Validation.
- Published in:
- ACR Open Rheumatology, 2024, v. 6, n. 8, p. 481, doi. 10.1002/acr2.11675
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- Publication type:
- Article
Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening.
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- ACR Open Rheumatology, 2021, v. 3, n. 9, p. 593, doi. 10.1002/acr2.11289
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- Publication type:
- Article
Association between inflammation and systolic blood pressure in RA compared to patients without RA.
- Published in:
- Arthritis Research & Therapy, 2018, v. 20, n. 1, p. N.PAG, doi. 10.1186/s13075-018-1597-9
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- Publication type:
- Article
Multimodal representation learning for predicting molecule–disease relations.
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- Bioinformatics, 2023, v. 39, n. 2, p. 1, doi. 10.1093/bioinformatics/btad085
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- Publication type:
- Article
Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts.
- Published in:
- PLoS ONE, 2015, v. 10, n. 8, p. 1, doi. 10.1371/journal.pone.0136651
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- Publication type:
- Article
TYK2 Protein-Coding Variants Protect against Rheumatoid Arthritis and Autoimmunity, with No Evidence of Major Pleiotropic Effects on Non-Autoimmune Complex Traits.
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- PLoS ONE, 2015, v. 10, n. 4, p. 1, doi. 10.1371/journal.pone.0122271
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- Publication type:
- Article
Modeling Disease Severity in Multiple Sclerosis Using Electronic Health Records.
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- PLoS ONE, 2013, v. 8, n. 11, p. 1, doi. 10.1371/journal.pone.0078927
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- Publication type:
- Article
Genetic Risk Score Predicting Risk of Rheumatoid Arthritis Phenotypes and Age of Symptom Onset.
- Published in:
- PLoS ONE, 2011, v. 6, n. 9, p. 1, doi. 10.1371/journal.pone.0024380
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- Publication type:
- Article
Semisupervised transfer learning for evaluation of model classification performance.
- Published in:
- Biometrics, 2024, v. 80, n. 1, p. 1, doi. 10.1093/biomtc/ujae002
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- Publication type:
- Article
Semi‐supervised validation of multiple surrogate outcomes with application to electronic medical records phenotyping.
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- Biometrics, 2019, v. 75, n. 1, p. 78, doi. 10.1111/biom.12971
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- Publication type:
- Article
Estimation and testing for multiple regulation of multivariate mixed outcomes.
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- Biometrics, 2016, v. 72, n. 4, p. 1194, doi. 10.1111/biom.12495
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- Publication type:
- Article
Sparse kernel machine regression for ordinal outcomes.
- Published in:
- Biometrics, 2015, v. 71, n. 1, p. 63, doi. 10.1111/biom.12223
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- Publication type:
- Article
Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.
- Published in:
- JAMA Network Open, 2022, v. 5, n. 6, p. e2218371, doi. 10.1001/jamanetworkopen.2022.18371
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- Publication type:
- Article
Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.
- Published in:
- JAMA Network Open, 2022, v. 5, n. 6, p. 1, doi. 10.1001/jamanetworkopen.2022.18371
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- Publication type:
- Article
B-Cell Targeted Therapeutics in Systemic Lupus Erythematosus: From Paradox to Synergy?
- Published in:
- 2021
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- Publication type:
- Editorial
Phenome-wide association of 1809 phenotypes and COVID-19 disease progression in the Veterans Health Administration Million Veteran Program.
- Published in:
- PLoS ONE, 2021, v. 16, n. 5, p. 1, doi. 10.1371/journal.pone.0251651
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- Publication type:
- Article
Improving the accuracy of automated gout flare ascertainment using natural language processing of electronic health records and linked Medicare claims data.
- Published in:
- Pharmacoepidemiology & Drug Safety, 2024, v. 33, n. 1, p. 1, doi. 10.1002/pds.5684
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- Publication type:
- Article
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase.
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- Journal of the American Medical Informatics Association, 2023, v. 30, n. 5, p. 958, doi. 10.1093/jamia/ocad030
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- Publication type:
- Article
ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.
- Published in:
- 2021
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- Publication type:
- journal article
High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.
- Published in:
- 2019
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- Publication type:
- journal article
PheProb: probabilistic phenotyping using diagnosis codes to improve power for genetic association studies.
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- 2018
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- Publication type:
- journal article
Enabling phenotypic big data with PheNorm.
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- 2018
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- Publication type:
- journal article
Surrogate-assisted feature extraction for high-throughput phenotyping.
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- 2017
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- Publication type:
- journal article
Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources.
- Published in:
- Journal of the American Medical Informatics Association, 2015, v. 22, n. 5, p. 993, doi. 10.1093/jamia/ocv034
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- Publication type:
- Article
Portability of an algorithm to identify rheumatoid arthritis in electronic health records.
- Published in:
- Journal of the American Medical Informatics Association, 2012, v. 19, n. e1, p. e162, doi. 10.1136/amiajnl-2011-000583
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- Publication type:
- Article
Large‐scale real‐world data analyses of cancer risks among patients with rheumatoid arthritis.
- Published in:
- International Journal of Cancer, 2023, v. 153, n. 6, p. 1139, doi. 10.1002/ijc.34606
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- Publication type:
- Article
Social Determinants of Health Documentation Among Individuals With Rheumatic and Musculoskeletal Conditions in an Integrated Care Management Program.
- Published in:
- Arthritis Care & Research, 2023, v. 75, n. 12, p. 2529, doi. 10.1002/acr.25174
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- Publication type:
- Article
Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.
- Published in:
- Arthritis Care & Research, 2023, v. 75, n. 5, p. 1036, doi. 10.1002/acr.24804
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- Publication type:
- Article
Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.
- Published in:
- Arthritis Care & Research, 2021, v. 73, n. 3, p. 442, doi. 10.1002/acr.24132
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- Publication type:
- Article
Coronary Microvascular Dysfunction in Rheumatoid Arthritis Compared to Diabetes Mellitus and Association With All‐Cause Mortality.
- Published in:
- Arthritis Care & Research, 2021, v. 73, n. 2, p. 159, doi. 10.1002/acr.24108
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- Publication type:
- Article
Risk of Hospitalized Infection and Initiation of Abatacept Versus Tumor Necrosis Factor Inhibitors Among Patients With Rheumatoid Arthritis: A Propensity Score-Matched Cohort Study.
- Published in:
- 2020
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- Publication type:
- journal article
Association Between Anti-Citrullinated Fibrinogen Antibodies and Coronary Artery Disease in Rheumatoid Arthritis.
- Published in:
- 2018
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- Publication type:
- journal article
Rheumatology Informatics System for Effectiveness: A National Informatics-Enabled Registry for Quality Improvement.
- Published in:
- Arthritis Care & Research, 2016, v. 68, n. 12, p. 1866, doi. 10.1002/acr.23089
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- Publication type:
- Article
Rheumatology Informatics System for Effectiveness: A National Informatics-Enabled Registry for Quality Improvement.
- Published in:
- 2016
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- Publication type:
- journal article
Rheumatoid Arthritis and Mortality Among Women During 36 Years of Prospective Follow-Up: Results From the Nurses' Health Study.
- Published in:
- 2016
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- Publication type:
- journal article
Traditional Cardiovascular Disease Risk Factor Management in Rheumatoid Arthritis Compared to Matched Nonrheumatoid Arthritis in a US Managed Care Setting.
- Published in:
- 2016
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- Publication type:
- journal article
Disease-Modifying Antirheumatic Drug Use and the Risk of Incident Hyperlipidemia in Patients With Early Rheumatoid Arthritis: A Retrospective Cohort Study.
- Published in:
- Arthritis Care & Research, 2015, v. 67, n. 4, p. 457, doi. 10.1002/acr.22483
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- Publication type:
- Article
Lipid and Lipoprotein Levels and Trend in Rheumatoid Arthritis Compared to the General Population.
- Published in:
- Arthritis Care & Research, 2013, v. 65, n. 12, p. 2046, doi. 10.1002/acr.22091
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- Publication type:
- Article
The Association Between High-Sensitivity Cardiac Troponin T and Major Adverse Cardiovascular Events in Rheumatoid Arthritis.
- Published in:
- Journal of Rheumatology, 2024, v. 51, n. 9, p. 942, doi. 10.3899/jrheum.2024-0168
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- Publication type:
- Article
Cardiovascular Outcomes Associated with Lowering Low-density Lipoprotein Cholesterol in Rheumatoid Arthritis and Matched Nonrheumatoid Arthritis.
- Published in:
- 2016
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- Publication type:
- journal article
Time-Course of Cause-Specific Hospital Admissions During Snowstorms: An Analysis of Electronic Medical Records From Major Hospitals in Boston, Massachusetts.
- Published in:
- American Journal of Epidemiology, 2017, v. 185, n. 4, p. 283, doi. 10.1093/aje/kww219
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- Publication type:
- Article
Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms.
- Published in:
- Rheumatology, 2020, v. 59, n. 12, p. 3759, doi. 10.1093/rheumatology/keaa198
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- Publication type:
- Article
Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records.
- Published in:
- Rheumatology, 2020, v. 59, n. 5, p. 1059, doi. 10.1093/rheumatology/kez375
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- Publication type:
- Article
Comparison of comorbidities and treatment between ankylosing spondylitis and non-radiographic axial spondyloarthritis in the United States.
- Published in:
- Rheumatology, 2019, v. 58, n. 11, p. 2025, doi. 10.1093/rheumatology/kez171
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- Publication type:
- Article
Comparison of cardiovascular risk algorithms in patients with vs without rheumatoid arthritis and the role of C-reactive protein in predicting cardiovascular outcomes in rheumatoid arthritis.
- Published in:
- Rheumatology, 2017, v. 56, n. 5, p. 777, doi. 10.1093/rheumatology/kew440
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- Publication type:
- Article
Cardiovascular risk factor management in patients with RA compared to matched non-RA patients.
- Published in:
- Rheumatology, 2016, v. 55, n. 5, p. 809, doi. 10.1093/rheumatology/kev427
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- Publication type:
- Article
Clinical characteristics of RA patients with secondary SS and association with joint damage.
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- Rheumatology, 2015, v. 54, n. 5, p. 816, doi. 10.1093/rheumatology/keu400
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- Publication type:
- Article
Traditional cardiovascular risk factors, inflammation and cardiovascular risk in rheumatoid arthritis.
- Published in:
- 2013
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- Publication type:
- Journal Article
Traditional cardiovascular risk factors, inflammation and cardiovascular risk in rheumatoid arthritis.
- Published in:
- Rheumatology, 2013, v. 52, n. 1, p. 45, doi. 10.1093/rheumatology/kes243
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- Publication type:
- Article
Clinical predictors of erosion-free status in rheumatoid arthritis: a prospective cohort study.
- Published in:
- Rheumatology, 2011, v. 50, n. 8, p. 1473, doi. 10.1093/rheumatology/ker129
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- Publication type:
- Article