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PheNominal: an EHR-integrated web application for structured deep phenoty** at the point of care
BackgroundClinical phenotype information greatly facilitates genetic diagnostic interpretations pipelines in disease. While post-hoc extraction using...
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Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts
BackgroundSARS-CoV-2-infected patients may develop new conditions in the period after the acute infection. These conditions, the post-acute sequelae...
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Investigation of patients’ access to EHR data via smart apps in Chinese Hospitals
BackgroundGiven that China has encouraged EHR usage in hospitals for more than a decade, patients’ access to their own EHR data is still not as...
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Insights from an N3C RECOVER EHR-based cohort study characterizing SARS-CoV-2 reinfections and Long COVID
BackgroundAlthough the COVID-19 pandemic has persisted for over 3 years, reinfections with SARS-CoV-2 are not well understood. We aim to characterize...
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Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings
Preoperative knowledge of expected postoperative pain can help guide perioperative pain management and focus interventions on patients with the...
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Determining diagnosis date of diabetes using structured electronic health record (EHR) data: the SEARCH for diabetes in youth study
BackgroundDisease surveillance of diabetes among youth has relied mainly upon manual chart review. However, increasingly available structured...
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Development of High-Risk Geriatric Polypharmacy Electronic Clinical Quality Measures and a Pilot Test of EHR Nudges Based on These Measures
BackgroundInappropriate polypharmacy, prevalent among older patients, is associated with substantial harms.
ObjectiveTo develop measures of...
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Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility prediction using EHR data
Timely and accurate referral of end-stage heart failure patients for advanced therapies, including heart transplants and mechanical circulatory...
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Combining patient reported outcomes and EHR data to understand population level treatment needs: correcting for selection bias in the migraine signature study
BackgroundElectronic health records (EHR) data can be used to understand population level quality of care especially when supplemented with patient...
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Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies
Labeling clinical data from electronic health records (EHR) in health systems requires extensive knowledge of human expert, and painstaking review by...
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Polygenic scores for tobacco use provide insights into systemic health risks in a diverse EHR-linked biobank in Los Angeles
Tobacco use is a major risk factor for many diseases and is heavily influenced by environmental factors with significant underlying genetic...
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Use of large scale EHR data to evaluate A1c utilization among sickle cell disease patients
BackgroundThe glycated hemoglobin (A1c) test is not recommended for sickle cell disease (SCD) patients. We examine ordering patterns of...
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Current utilization of interosseous access in pediatrics: a population-based analysis using an EHR database, TriNetX
BackgroundWhen central or peripheral intravenous access cannot be achieved in a timely manner, intraosseous (IO) access is recommended as a safe and...
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Improving routine use of clinical pathway decision support through integration of an EHR with a clinical library resource designed to provide evidence-based guidance within oncology workflows
BackgroundThe rapid evolution, complexity, and specialization of oncology treatment makes it challenging for physicians to provide care based on the...
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Vaccine Effectiveness Against SARS-CoV-2 Related Hospitalizations in People who had Experienced Homelessness or Incarceration – Findings from the Minnesota EHR Consortium
COVID-19 disproportionately affects people experiencing homelessness or incarceration. While homelessness or incarceration alone may not impact...
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Reducing prescribing of antibiotics for acute respiratory infections using a frontline nurse-led EHR-Integrated clinical decision support tool: protocol for a stepped wedge randomized control trial
BackgroundOverprescribing of antibiotics for acute respiratory infections (ARIs) remains a major issue in outpatient settings. Use of clinical...
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Standard electronic health record (EHR) framework for Indian healthcare system
Digitization of health records in public health facility and its instant availability in the form of electronic records anywhere any time health...
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Authorization and privacy preservation in cloud-based distributed ehr system using blockchain technology and anonymous digital ring signature
Electronics-Health Care is one of the new ideas in the healthcare industry. For analyzing the patient's records, doctors need a centralized record of...
