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Pragmatic cluster randomized trial to evaluate effectiveness and implementation of EHR-facilitated collaborative symptom control in cancer (E2C2): addendum
We previously described the hypotheses, outcomes, design, and analysis for E2C2, a pragmatic stepped-wedge trial to assess an intervention to improve...
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Handwork vs machine: a comparison of rheumatoid arthritis patient populations as identified from EHR free-text by diagnosis extraction through machine-learning or traditional criteria-based chart review
BackgroundElectronic health records (EHRs) offer a wealth of observational data. Machine-learning (ML) methods are efficient at data extraction,...
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Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program
BackgroundCompared to white individuals, Black and Hispanic individuals have higher rates of COVID-19 hospitalization and death. Less is known about...
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Eltrombopag treatment of patients with secondary immune thrombocytopenia: retrospective EHR analysis
Immune thrombocytopenia (ITP) may occur in isolation (primary) or in association with a predisposing condition (secondary ITP [sITP]). Eltrombopag is...
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Bias reduction methods for propensity scores estimated from error-prone EHR-derived covariates
As the use of electronic health records (EHR) to estimate treatment effects has become widespread, concern about bias introduced by error in...
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Rationale and design of the Novel Uses of adaptive Designs to Guide provider Engagement in Electronic Health Records (NUDGE-EHR) pragmatic adaptive randomized trial: a trial protocol
BackgroundThe prescribing of high-risk medications to older adults remains extremely common and results in potentially avoidable health consequences....
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Implementation of a Behavioral Economics Electronic Health Record (BE-EHR) Module to Reduce Overtreatment of Diabetes in Older Adults
BackgroundIntensive glycemic control is of unclear benefit and carries increased risk for older adults with diabetes. The American Geriatrics...
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Software is Policy: Electronic Health Record Governance and the Implications of Clinical Standardization
BackgroundElectronic health record (EHR) implementations, whether replacing paper or electronic systems, are major social and organizational...
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How do opt-in versus opt-out settings nudge patients toward electronic health record adoption? An exploratory study of facilitators and barriers in Austria and France
BackgroundElectronic health records (EHR) are becoming an integral part of the health system in many developed countries, though implementations and...
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Strengthen Electronic Health Records System (EHR-S) Access-Control to Cope with GDPR Explicit Consent
Patient consent is currently a missing piece on Electronic Health Records System (EHR-S) access permission. The control is needed to ensure personal...
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Addressing label noise for electronic health records: insights from computer vision for tabular data
The analysis of extensive electronic health records (EHR) datasets often calls for automated solutions, with machine learning (ML) techniques,...
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Healthcare information management and operational cost performance: empirical evidence
Healthcare knowledge management systems can mitigate hospitals’ operational inefficiency. As a healthcare information technology, the electronic...
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Understanding Patients’ Preferences and Experiences During an Electronic Health Record Transition
BackgroundThe Department of Veterans Affairs (VA) has embarked on the largest system-wide electronic health record (EHR) transition in history. To...
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Practices Supporting Electronic Health Record Transitions: Lessons from Four US Healthcare Systems
BackgroundElectronic health record (EHR) transitions are common and complex organizational changes, yet limited published literature is available to...
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Evaluating construct validity of computable acute respiratory distress syndrome definitions in adults hospitalized with COVID-19: an electronic health records based approach
BackgroundEvolving ARDS epidemiology and management during COVID-19 have prompted calls to reexamine the construct validity of Berlin criteria, which...
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Design, implementation, and inferential issues associated with clinical trials that rely on data in electronic medical records: a narrative review
Real world evidence is now accepted by authorities charged with assessing the benefits and harms of new therapies. Clinical trials based on real...
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Utilization of EHRs for clinical trials: a systematic review
Background and objectiveClinical trials are of high importance for medical progress. This study conducted a systematic review to identify the...
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Prediction of Sjögren’s disease diagnosis using matched electronic dental-health record data
BackgroundSjögren’s disease (SD) is an autoimmune disease that is difficult to diagnose early due to its wide spectrum of clinical symptoms and...
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Factors Associated with Military Sexual Trauma (MST) Disclosure During VA Screening Among Women Veterans
BackgroundCapturing military sexual trauma (MST) exposure is critical for Veterans’ health equity. For many, it improves access to VA services and...