Electronic Health Records

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  Subject Areas on Research

  • "One Piece at a Time": The Cache of Acute Kidney Injury Data in the Electronic Medical Record. 
  • 2017 AHA/ACC Key Data Elements and Definitions for Ambulatory Electronic Health Records in Pediatric and Congenital Cardiology: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Data Standards. 
  • A Foundation for Enterprise Imaging: HIMSS-SIIM Collaborative White Paper. 
  • A GWAS Study on Liver Function Test Using eMERGE Network Participants. 
  • A Machine-Learning-Based Drug Repurposing Approach Using Baseline Regularization. 
  • A Model Information Management Plan for Molecular Pathology Sequence Data Using Standards: From Sequencer to Electronic Health Record. 
  • A Novel Electronic Medical Record-Based Workflow to Measure and Report Colonoscopy Quality Measures. 
  • A Systematic Framework to Rapidly Obtain Data on Patients with Cancer and COVID-19: CCC19 Governance, Protocol, and Quality Assurance. 
  • A Yet Unrealized Promise: Structured Advance Care Planning Elements in the Electronic Health Record. 
  • A comparison of phenotype definitions for diabetes mellitus. 
  • A comparison of risk prediction methods using repeated observations: an application to electronic health records for hemodialysis. 
  • A comparison of the adoption of electronic health records in North Carolina and South Carolina HIV systems. 
  • A cybersecurity primer for translational research. 
  • A longitudinal analysis of data quality in a large pediatric data research network. 
  • A population health perspective on a claims and electronic health record-based tool to screen for suboptimal medication adherence. 
  • A post-marketing assessment of major bleeding in total hip and total knee replacement surgery patients receiving rivaroxaban. 
  • A prediction model for advanced colorectal neoplasia in an asymptomatic screening population. 
  • A randomized controlled trial of health information exchange between human immunodeficiency virus institutions. 
  • A scoring system derived from electronic health records to identify patients at high risk for noninvasive ventilation failure. 
  • ACCF/AHA 2011 key data elements and definitions of a base cardiovascular vocabulary for electronic health records: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Clinical Data Standards. 
  • Accuracy of the medication list in the electronic health record-implications for care, research, and improvement. 
  • Administrative claims data to support pragmatic clinical trial outcome ascertainment on cardiovascular health. 
  • Advanced Practice Providers and Survivorship Care: They Can Deliver. 
  • Agreement of Ocular Symptom Reporting Between Patient-Reported Outcomes and Medical Records. 
  • American Clinical Neurophysiology Society Guideline 4: Recording Clinical EEG on Digital Media. 
  • An Atlas of Genetic Variation Linking Pathogen-Induced Cellular Traits to Human Disease. 
  • An automated causality assessment algorithm to detect drug-induced liver injury in electronic medical record data. 
  • An electronic family health history tool to identify and manage patients at increased risk for colorectal cancer: protocol for a randomized controlled trial. 
  • An electronic health record based model predicts statin adherence, LDL cholesterol, and cardiovascular disease in the United States Military Health System. 
  • An informatics research agenda to support precision medicine: seven key areas. 
  • An outcome model approach to transporting a randomized controlled trial results to a target population. 
  • Analysis of a large data set to identify predictors of blood transfusion in primary total hip and knee arthroplasty. 
  • Applying family analyses to electronic health records to facilitate genetic research. 
  • Are International Classification of Diseases Codes in Electronic Health Records Useful in Identifying Obesity as a Risk Factor When Evaluating Surgical Outcomes? 
  • Are physicians' perceptions of healthcare quality and practice satisfaction affected by errors associated with electronic health record use? 
  • Ascertainment of colonoscopy indication using administrative data. 
  • Assessing Quality of Surgical Real-World Data from an Automated Electronic Health Record Pipeline. 
  • Assessing electronic health record phenotypes against gold-standard diagnostic criteria for diabetes mellitus. 
  • Assessing the Impact of an Order Panel Utilizing Weight-Based Insulin and Standardized Monitoring of Blood Glucose for Patients With Hyperkalemia. 
  • Assessment of Administrative Data to Identify Acute Myocardial Infarction in Electronic Health Records. 
  • Association between early echocardiography, therapy for patent ductus arteriosus, and outcomes in very low birth weight infants. 
  • Association between evidence-based training and clinician proficiency in electronic health record use. 
  • Association between perioperative fluid management and patient outcomes: a multicentre retrospective study. 
  • Association of Electronic Health Record Use With Quality of Care and Outcomes in Heart Failure: An Analysis of Get With The Guidelines-Heart Failure. 
  • Association of Patient Enrollment in Medicare Part D With Outcomes After Acute Myocardial Infarction. 
  • Automated problem list generation and physicians perspective from a pilot study. 
  • Automatic detection of omissions in medication lists. 
  • Automating Treatment Summary Development Using Electronic Billing Information: A Pilot Study of Survivors of Head and Neck Cancer. 
  • Benefits to patient care of electronically capturing patient-reported outcomes in dermatology. 
  • Best Practice Advisories Should Not Replace Good Clinical Acumen. 
  • Biases introduced by filtering electronic health records for patients with "complete data". 
  • Big data in nephrology: promises and pitfalls. 
  • Bioinformatics Associated With Conjoined Twin Separation. 
  • Blood pressure level impacts risk of death among HIV seropositive adults in Kenya: a retrospective analysis of electronic health records. 
  • Bridging Unmet Medical Device Ecosystem Needs With Strategically Coordinated Registries Networks. 
  • Bridging the integration gap between patient-generated blood glucose data and electronic health records. 
  • Building a medical neighborhood in the safety net: an innovative technology improves hematuria workups. 
  • CAD-RADS™: Coronary Artery Disease - Reporting and Data System: An Expert Consensus Document of the Society of Cardiovascular Computed Tomography (SCCT), the American College of Radiology (ACR) and the North American Society for Cardiovascular Imaging (NASCI). Endorsed by the American College of Cardiology. 
  • CKD as a Model for Improving Chronic Disease Care through Electronic Health Records. 
  • COMPASS-CP: An Electronic Application to Capture Patient-Reported Outcomes to Develop Actionable Stroke and Transient Ischemic Attack Care Plans. 
  • Can Electronic Health Records Validly Estimate the Effects of Health System Interventions Aimed at Controlling Body Weight? 
  • Can electronic web-based technology improve quality of life data collection? Analysis of Radiation Therapy Oncology Group 0828. 
  • Can we understand population healthcare needs using electronic medical records? 
  • Cancer Screening Results and Follow-up Using Routinely Collected Electronic Health Data: Estimates for Breast, Colon, and Cervical Cancer Screenings. 
  • Care Coordination and Comprehensive Electronic Health Records are Associated With Increased Transition Planning Activities. 
  • Challenges and strategies for implementing genomic services in diverse settings: experiences from the Implementing GeNomics In pracTicE (IGNITE) network. 
  • Challenges in creating an opt-in biobank with a registrar-based consent process and a commercial EHR. 
  • Characterizing major bleeding in patients with nonvalvular atrial fibrillation: a pharmacovigilance study of 27 467 patients taking rivaroxaban. 
  • Characterizing phenotypes and outcomes of drug-associated liver injury using electronic medical record data. 
  • Characterizing the Feasibility and Performance of Real-World Tumor Progression End Points and Their Association With Overall Survival in a Large Advanced Non-Small-Cell Lung Cancer Data Set. 
  • Childhood obesity: Can electronic medical records customized with clinical practice guidelines improve screening and diagnosis? 
  • Chronic non-cancer pain among adults with substance use disorders: Prevalence, characteristics, and association with opioid overdose and healthcare utilization. 
  • Classifying individuals based on a densely captured sequence of vital signs: An example using repeated blood pressure measurements during hemodialysis treatment. 
  • Clinical Decision Support for Nurses: A Fall Risk and Prevention Example. 
  • Clinical decision support: a tool of the hospital trade. 
  • Clinical decisions surrounding genomic and proteomic testing among United States veterans treated for lung cancer within the Veterans Health Administration. 
  • Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study. 
  • Clinical genomics in the world of the electronic health record. 
  • Clinical research informatics and electronic health record data. 
  • Clinician Burnout Associated With Sex, Clinician Type, Work Culture, and Use of Electronic Health Records. 
  • Clinician engagement in the ADAPTABLE (Aspirin Dosing: A Patient-centric Trial Assessing Benefits and Long-Term Effectiveness) trial. 
  • Commentary on Winhusen et al. (2019): Substance use disorders, chronic diseases, and electronic health records-a paradigm for screening and intervention. 
  • Commentary: Patterns and Impact of Electronic Health Records-Defined Depression Phenotypes in Spine Surgery. 
  • Comparative Effectiveness of an Internet-Based Smoking Cessation Intervention Versus Clinic-Based Specialty Care for Veterans. 
  • Comparison of Generic-to-Brand Switchback Rates Between Generic and Authorized Generic Drugs. 
  • Comparison of Outcomes Following a Switch From a Brand to an Authorized Versus Independent Generic Drug. 
  • Comparison of delivery strategies for pharmacogenetic testing services. 
  • Comparison of referral methods into a smoking cessation program. 
  • Complement levels in patients with bloodstream infection due to Staphylococcus aureus or Gram-negative bacteria. 
  • Comprehensive Word-Level Classification of Screening Mammography Reports Using a Neural Network Sequence Labeling Approach. 
  • Computable Phenotype Implementation for a National, Multicenter Pragmatic Clinical Trial: Lessons Learned From ADAPTABLE. 
  • Concordance Between Veterans' Self-Report and Documentation of Surrogate Decision Makers: Implications for Quality Measurement. 
  • Concordance between self-reported race/ethnicity and that recorded in a Veteran Affairs electronic medical record. 
  • Concordance of Advance Care Plans With Inpatient Directives in the Electronic Medical Record for Older Patients Admitted From the Emergency Department. 
  • Connecting information to improve health. 
  • Constructing the informatics and information technology foundations of a medical device evaluation system: a report from the FDA unique device identifier demonstration. 
  • Controlling for Informed Presence Bias Due to the Number of Health Encounters in an Electronic Health Record. 
  • Coronary Artery Disease - Reporting and Data System (CAD-RADS): An Expert Consensus Document of SCCT, ACR and NASCI: Endorsed by the ACC. 
  • Creation of a Multicenter Pediatric Inpatient Data Repository Derived from Electronic Health Records. 
  • Current quality of cardiovascular prevention for Million Hearts: an analysis of 147,038 outpatients from The Guideline Advantage. 
  • Data Quarantine in the Time of the COVID-19 Pandemic. 
  • Design and Implementation of a Comprehensive Surveillance System for Venous Thromboembolism in a Defined Region Using Electronic and Manual Approaches. 
  • Design and analytic considerations for using patient-reported health data in pragmatic clinical trials: report from an NIH Collaboratory roundtable. 
  • Designing risk prediction models for ambulatory no-shows across different specialties and clinics. 
  • Detecting clinically meaningful biomarkers with repeated measurements: An illustration with electronic health records. 
  • Developing Teaching Strategies in the EHR Era: A Survey of GME Experts. 
  • Development and Performance of a Clinical Decision Support Tool to Inform Resource Utilization for Elective Operations. 
  • Development and Performance of the Pulmonary Embolism Result Forecast Model (PERFORM) for Computed Tomography Clinical Decision Support. 
  • Development and validation of an electronic medical record (EMR)-based computed phenotype of HIV-1 infection. 
  • Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study. 
  • Development of a Machine Learning Model Using Electronic Health Record Data to Identify Antibiotic Use Among Hospitalized Patients. 
  • Development, implementation and user experience of the Veterans Health Administration (VHA) dialysis dashboard. 
  • Diabetes Prevention Program Translation in the Veterans Health Administration. 
  • Diabetes incidence and prevalence in Hong Kong, China during 2006-2014. 
  • Diabetes medication regimens and patient clinical characteristics in the national patient-centered clinical research network, PCORnet. 
  • Diagnosis and management of mineral metabolism in CKD. 
  • Diagnostic and Therapeutic Yield of Endoscopy in Patients with Elevated INR and Gastrointestinal Bleeding. 
  • Digital Medicine Community Perspectives and Challenges: Survey Study. 
  • Do clinical decision-support reminders for medical providers improve isoniazid preventative therapy prescription rates among HIV-positive adults? Study protocol for a randomized controlled trial. 
  • Do diabetic veterans use the Internet? Self-reported usage, skills, and interest in using My HealtheVet Web portal. 
  • Documenting or Operating: Where Is Time Spent in General Surgery Residency? 
  • Does improved access to diagnostic imaging results reduce hospital length of stay? A retrospective study. 
  • Dosing and Safety of Off-label Use of Caffeine Citrate in Premature Infants. 
  • Editorial: From risk prediction to action: leveraging electronic health records to improve pediatric population mental health. 
  • Effect of the Adoption of a Comprehensive Electronic Health Record on Graduate Medical Education: Perceptions of Faculty and Trainees. 
  • Effectiveness of an App and Provider Counseling for Obesity Treatment in Primary Care. 
  • Effects of an online personal health record on medication accuracy and safety: a cluster-randomized trial. 
  • Electronic Health Record Closed-Loop Communication Program for Unexpected Nonemergent Findings. 
  • Electronic Health Record Integration of Predictive Analytics to Select High-Risk Stable Patients With Non-ST-Segment-Elevation Myocardial Infarction for Intensive Care Unit Admission. 
  • Electronic Health Records (EHRs) in the oncology clinic: how clinician interaction with EHRs can improve communication with the patient. 
  • Electronic Health Records Are Here to Stay. 
  • Electronic Health Records and Pharmacokinetic Modeling to Assess the Relationship between Ampicillin Exposure and Seizure Risk in Neonates. 
  • Electronic clinical laboratory test results data tables: lessons from Mini-Sentinel. 
  • Electronic health record decision support and quality of care for children with ADHD. 
  • Electronic health record risk score provides earlier prognostication of clinical outcomes in patients admitted to the cardiac intensive care unit. 
  • Electronic health record-integrated approach for collection of patient-reported outcome measures: a retrospective evaluation. 
  • Electronic health records and quality of care for heart failure. 
  • Electronic health records based phenotyping in next-generation clinical trials: a perspective from the NIH Health Care Systems Collaboratory. 
  • Electronic health records to facilitate clinical research. 
  • Electronic medical records as a replacement for prospective research data collection in postoperative pain and opioid response studies. 
  • Electronic nursing documentation as a strategy to improve quality of patient care. 
  • Electronic pathology reporting: digitizing the College of American Pathologists cancer checklists. 
  • Embedding cardiovascular research into practice. 
  • Empowering genomic medicine by establishing critical sequencing result data flows: the eMERGE example. 
  • Enhancing the Quality of the Anesthesia to Postanesthesia Care Unit Patient Transfer Through Use of an Electronic Medical Record-Based Handoff Tool. 
  • Enterprise Imaging Governance: HIMSS-SIIM Collaborative White Paper. 
  • Establishing a Vision and Eye Health Surveillance System for the Nation: A Status Update on the Vision and Eye Health Surveillance System. 
  • Establishing an electronic health record-supported approach for outreach to and recruitment of persons at high risk of type 2 diabetes in clinical trials: The vitamin D and type 2 diabetes (D2d) study experience. 
  • Establishing the value of genomics in medicine: the IGNITE Pragmatic Trials Network. 
  • Estimating Clinical Trial Bleeding Events Using Electronic Health Record Data. 
  • Evaluating Site-Level Implementations of the HL7 FHIR Standard to Support eSource Data Exchange in Clinical Research. 
  • Evaluating common data models for use with a longitudinal community registry. 
  • Evaluating the Coverage of the HL7 ® FHIR ® Standard to Support eSource Data Exchange Implementations for use in Multi-Site Clinical Research Studies. 
  • Evaluating the Effectiveness of Community and Hospital Medical Record Integration on Management of Behavioral Health in the Emergency Department. 
  • Evaluating the association of social needs assessment data with cardiometabolic health status in a federally qualified community health center patient population. 
  • Evaluation of Nursing Documentation Completion of Stroke Patients in the Emergency Department: A Pre-Post Analysis Using Flowsheet Templates and Clinical Decision Support. 
  • Evaluation of associations between asthma exacerbations and distance to roadways using geocoded electronic health records data. 
  • Evaluation of identifier field agreement in linked neonatal records. 
  • Evaluative Outcomes in Direct Extraction and Use of EHR Data in Clinical Trials. 
  • Evidence-based medicine and primary care: keeping up is hard to do. 
  • Expanding our toolkit to better identify drug-induced liver injury in electronic medical records. 
  • Exploring patterns of health service use in older emergency department patients. 
  • Expression of PD-1 and PD-L1 in poorly differentiated neuroendocrine carcinomas of the digestive system: a potential target for anti-PD-1/PD-L1 therapy. 
  • External Evaluation of a Gentamicin Infant Population Pharmacokinetic Model Using Data from a National Electronic Health Record Database. 
  • Factors Associated With Having a Physician, Nurse Practitioner, or Physician Assistant as Primary Care Provider for Veterans With Diabetes Mellitus. 
  • Factors Associated With Provider Burnout in the NICU. 
  • Family health history: underused for actionable risk assessment. 
  • Feasibility of frequent patient-reported outcome surveillance in patients undergoing hematopoietic cell transplantation. 
  • Financial incentives in primary care practice: the struggle to achieve population health goals. 
  • Five analytic challenges in working with electronic health records data to support clinical trials with some solutions. 
  • Four health data networks illustrate the potential for a shared national multipurpose big-data network. 
  • Frailty Assessment in Hospitalized Older Adults Using the Electronic Health Record. 
  • Future of Personalized Cardiovascular Medicine: JACC State-of-the-Art Review. 
  • Genomics, clinical research, and learning health care systems: Strategies to improve patient care. 
  • Geographic scope and accessibility of a centralized, electronic consult program for patients with recent fracture. 
  • Glocal clinical registries: pacemaker registry design and implementation for global and local integration--methodology and case study. 
  • HIPAA and the Leak of "Deidentified" EHR Data. 
  • HIPAA and the Leak of "Deidentified" EHR Data. Reply. 
  • HRS White Paper on interoperability of data from cardiac implantable electronic devices (CIEDs). 
  • Health benefits and economic advantages associated with increased utilization of a smoking cessation program. 
  • Health data use, stewardship, and governance: ongoing gaps and challenges: a report from AMIA's 2012 Health Policy Meeting. 
  • Health information technology and clinician burnout: Current understanding, emerging solutions, and future directions. 
  • Healthcare academic informatics and IT vendors - A modest proposal for a collaborative focus. 
  • How Obamacare will impact reproductive health. 
  • How accurate is the label "allergic to iodinated contrast agents"? 
  • How and when informative visit processes can bias inference when using electronic health records data for clinical research. 
  • How can innovative uses of technology be harnessed to improve medication adherence? 
  • ICU Rounds: "What We've Got Here Is Failure to Communicate". 
  • Identification of Undetected Monogenic Cardiovascular Disorders. 
  • Identified themes of interactive visualizations overlayed onto EHR data: an example of improving birth center operating room efficiency. 
  • Identifying End Users' Preferences about Structuring Pharmacogenetic Test Orders in an Electronic Health Record System. 
  • Identifying Patients Experiencing Homelessness in an Electronic Health Record and Assessing Qualification for Medical Respite: A Five-Year Retrospective Review. 
  • Impact of FDA Actions, DTCA, and Public Information on the Market for Pain Medication. 
  • Impact of radiology reports on timely tuberculosis diagnosis. 
  • Impact of the COVID-19 pandemic on patterns of outpatient cardiovascular care. 
  • Implementation of Changes to Medical Student Documentation at Duke University Health System: Balancing Education With Service. 
  • Implementation of a Postoperative Electronic Health Record Alert for Cardiac Implantable Electronic Device Patients. 
  • Implementation of a Regional Perinatal Data Repository from Clinical and Billing Records. 
  • Implementation of a clinical decision support system using a service model: results of a feasibility study. 
  • Implementation of management strategies for diabetes and hypertension: from local to global health in cardiovascular diseases. 
  • Implementation of the ACR Dose Index Registry. 
  • Implementing practice-linked pre-visit electronic journals in primary care: patient and physician use and satisfaction. 
  • Improving HCV Risk Assessment and Testing in a Federally Qualified Health Center Setting in Baltimore, Maryland. 
  • Improving Hepatitis C Identification: Technology Alone Is Not the Answer. 
  • Improving ICU-Based Palliative Care Delivery: A Multicenter, Multidisciplinary Survey of Critical Care Clinician Attitudes and Beliefs. 
  • Improving Utilization of the Family History in the Electronic Health Record. 
  • Improving the Safety of Teratogen Prescribing Practices in a Pediatric Rheumatology Clinic. 
  • Improving the quality of discharge communication with an educational intervention. 
  • In-Hospital Outcomes Following Extracorporeal Membrane Oxygenation in a Retrospective Cohort of Infants. 
  • In-hospital outcomes of premature infants with severe bronchopulmonary dysplasia. 
  • Inappropriate Use of the Term Autism as Analogy. 
  • Incidence, treatment, and consequences of chemotherapy-induced febrile neutropenia in the inpatient and outpatient settings. 
  • Incorporating electronic medical records into the physician assistant educational curriculum. 
  • Increasing EHR system usability through standards: Conformance criteria in the HL7 EHR-system functional model. 
  • Increasing Naloxone Prescribing in the Emergency Department Through Education and Electronic Medical Record Work-Aids. 
  • Informatics and operations--let's get integrated. 
  • Initial Effectiveness of a Monitoring System to Correctly Identify Inappropriate Lack of Follow-Up for Abdominal Imaging Findings of Possible Cancer. 
  • Innovative information visualization of electronic health record data: a systematic review. 
  • Inpatient Mobility Measures As Useful Predictors of Discharge Destination in Hospitalized Older Adults. 
  • Integrating direct electronic collection of data from patients into the process of care for eye care professionals. 
  • Integrating electronic health records in the delivery of optimized anticoagulation therapy. 
  • Integrating patient digital photographs with medical imaging examinations. 
  • Integrating technology into health care: what will it take? 
  • Integration of Electronic Patient-Reported Outcomes Into Routine Cancer Care: An Analysis of Factors Affecting Data Completeness. 
  • Integration of cancer registry and electronic health record data to construct a childhood cancer survivorship cohort, facilitate risk stratification for late effects, and assess appropriate follow-up care. 
  • Interdisciplinary Models for Research and Clinical Endeavors in Genomic Medicine: A Scientific Statement From the American Heart Association. 
  • Interpersonal continuity of primary care of veterans with diabetes: a cohort study using electronic health record data. 
  • Interpretation and integration of the federal substance use privacy protection rule in integrated health systems: A qualitative analysis. 
  • Is Discordance Between Recommended and Actual Postacute Discharge Setting a Risk Factor for Readmission in Patients With Congestive Heart Failure? 
  • Is health-care data the new blood? 
  • Is the Meaningful Use Venous Thromboembolism VTE-6 Measure Meaningful? A Retrospective Analysis of One Hospital's VTE-6 Cases. 
  • Iterative heuristic design of temporal graphic displays with clinical domain experts. 
  • Lack of association between electronic health record systems and improvement in use of evidence-based heart failure therapies in outpatient cardiology practices. 
  • Lack of impact of electronic health records on quality of care and outcomes for ischemic stroke. 
  • Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. 
  • Large-scale identification of patients with cerebral aneurysms using natural language processing. 
  • Laser in infrapopliteal and popliteal stenosis 2 study (LIPS2): Long-term outcomes of laser-assisted balloon angioplasty versus balloon angioplasty for below knee peripheral arterial disease. 
  • Launching PCORnet, a national patient-centered clinical research network. 
  • Learning from colleagues about healthcare IT implementation and optimization: lessons from a medical informatics listserv. 
  • Lessons learned from implementation of a computerized application for pending tests at hospital discharge. 
  • Leveraging electronic health record data for pragmatic randomized trials. 
  • Leveraging electronic health records for clinical research. 
  • Lichen sclerosus: epidemiological distribution in an equal access health care system. 
  • Local influenza-like illness surveillance at a university health system during the 2009 H1N1 influenza pandemic. 
  • Long-Term Impact of an Electronic Health Record-Enabled, Team-Based, and Scalable Population Health Strategy Based on the Chronic Care Model. 
  • Long-term risk of hepatocellular carcinoma mortality in 23220 hospitalized patients treated with micafungin or other parenteral antifungals. 
  • Loss to follow up of failed hearing screen and missed opportunities to detect congenital cytomegalovirus are better identified with the implementation of a new electronic health record system protocol. 
  • Machine learning for phenotyping opioid overdose events. 
  • Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry. 
  • Maintaining the Momentum of Measuring What Matters: Overcoming Hurdles To Develop Electronic Clinical Quality Measures. 
  • Making Clinical Practice Guidelines Pragmatic: How Big Data and Real World Evidence Can Close the Gap. 
  • Maternal Self-Report of Tetanus Diphtheria Pertussis Vaccination during Pregnancy Correlates with Patient-Specific Electronic Medical Records. 
  • Maternal metabolic risk factors for autism spectrum disorder-An analysis of electronic medical records and linked birth data. 
  • Measure once, cut twice--adding patient-reported outcome measures to the electronic health record for comparative effectiveness research. 
  • Measuring implementation feasibility of clinical decision support alerts for clinical practice recommendations. 
  • Measuring nursing care time and tasks in long-term services and supports: one size does not fit all. 
  • Medical chart validation of inpatient diagnosis codes for transfusion-related acute lung injury 2013-2015. 
  • Medical genomics: Gather and use genetic data in health care. 
  • Medication oversupply in patients with diabetes. 
  • Merging Electronic Health Record Data and Genomics for Cardiovascular Research: A Science Advisory From the American Heart Association. 
  • Methodological considerations in observational comparative effectiveness research for implantable medical devices: an epidemiologic perspective. 
  • Mixed Approach Retrospective Analyses of Suicide and Suicidal Ideation for Brand Compared with Generic Central Nervous System Drugs. 
  • Mobile Complex Care Plans to Enhance Parental Engagement for Children With Medical Complexity. 
  • Modest Associations Between Electronic Health Record Use and Acute Myocardial Infarction Quality of Care and Outcomes: Results From the National Cardiovascular Data Registry. 
  • Moving Radiology Workflow to the Electronic Health Record: Quantitative and Qualitative Experience From a Large Academic Medical Center. 
  • Multicomorbidity of chronic diseases and substance use disorders and their association with hospitalization: Results from electronic health records data. 
  • Near Real Time EHR Data Utilization in a Clinical Study. 
  • Near-term prediction of sudden cardiac death in older hemodialysis patients using electronic health records. 
  • Neptune: an environment for the delivery of genomic medicine. 
  • Novel displays of patient information in critical care settings: a systematic review. 
  • Novel model for predicting inpatient mortality after emergency admission to hospital in Singapore: retrospective observational study. 
  • Nurses' perceptions, acceptance, and use of a novel in-room pediatric ICU technology: testing an expanded technology acceptance model. 
  • Oh, the Places We'll Go: Patient-Reported Outcomes and Electronic Health Records. 
  • Oncology Nurse Navigation: Development and Implementation of a Program at a Comprehensive Cancer Center 
  • Opening the Duke electronic health record to apps: Implementing SMART on FHIR. 
  • Operating Room Delays: Meaningful Use in Electronic Health Record. 
  • Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review. 
  • Opportunities to implement a sustainable genomic medicine program: lessons learned from the IGNITE Network. 
  • Orders- Versus Encounters-Based Image Capture: Implications Pre- and Post-Procedure Workflow, Technical and Build Capabilities, Resulting, Analytics and Revenue Capture: HIMSS-SIIM Collaborative White Paper. 
  • Organizing disparate, seemingly chaotic data into a meaningful and useful order. 
  • Osteoporosis screening and treatment among veterans with recent fracture after implementation of an electronic consult service. 
  • Overcoming confounding by indication in nutrition research using electronic healthcare data. 
  • Overview of electronic data sharing: why, how, and impact. 
  • PCORnet® 2020: current state, accomplishments, and future directions. 
  • PCSK9 Inhibitor Use in the Real World: Data From the National Patient-Centered Research Network. 
  • PEDSnet: a National Pediatric Learning Health System. 
  • Palliative Care Planner: A Pilot Study to Evaluate Acceptability and Usability of an Electronic Health Records System-integrated, Needs-targeted App Platform. 
  • Parathyroid hormone independently predicts fracture, vascular events, and death in patients with stage 3 and 4 chronic kidney disease. 
  • Parental Perceptions of Displayed Patient Data in a PICU: An Example of Unintentional Empowerment. 
  • Participant choices for return of genomic results in the eMERGE Network. 
  • Pathologist Opinions about EPIC Beaker AP: a Multi-Institutional Survey of Early Adopters. 
  • Patient Radiation Exposure During Fluoro-Assisted Direct Anterior Approach Total Hip Arthroplasty. 
  • Patient clustering with uncoded text in electronic medical records. 
  • Patient information organization in the intensive care setting: expert knowledge elicitation with card sorting methods. 
  • Patient-Centered Radiology Reporting: Using Online Crowdsourcing to Assess the Effectiveness of a Web-Based Interactive Radiology Report. 
  • Patient-provider internet portals--patient outcomes and use. 
  • Pediatric post-marketing safety systems in North America: assessment of the current status. 
  • Performance of a computable phenotype for pediatric asthma using the problem list. 
  • Personal genomes in progress: from the human genome project to the personal genome project. 
  • Perspectives and Uses of the Electronic Health Record Among US Pediatricians: A National Survey. 
  • Phenome-wide association studies (PheWASs) for functional variants. 
  • Physician Non-adherence to Colonoscopy Interval Guidelines in the Veterans Affairs Healthcare System. 
  • Population Segmentation Based on Healthcare Needs: Validation of a Brief Clinician-Administered Tool. 
  • Population segmentation based on healthcare needs: a systematic review. 
  • Pragmatic (trial) informatics: a perspective from the NIH Health Care Systems Research Collaboratory. 
  • Pragmatic clinical trials embedded in healthcare systems: generalizable lessons from the NIH Collaboratory. 
  • Predicting Emergency Visits and Hospital Admissions During Radiation and Chemoradiation: An Internally Validated Pretreatment Machine Learning Algorithm. 
  • Predicting atrial fibrillation and flutter using electronic health records. 
  • Predicting mortality over different time horizons: which data elements are needed? 
  • Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure: Comparison of Machine Learning and Other Statistical Approaches. 
  • Preoperative Renal Insufficiency: Underreporting and Association With Readmission and Major Postoperative Morbidity in an Academic Medical Center. 
  • Preparing an annotated gold standard corpus to share with extramural investigators for de-identification research. 
  • Primary care perspective and implementation of a multidisciplinary, institutional prostate cancer screening algorithm embedded in the electronic health record. 
  • Primary non-adherence to bisphosphonates in an integrated healthcare setting. 
  • Priorities to Overcome Barriers Impacting Data Science Application in Emergency Care Research. 
  • Professional e-mail communication among health care providers: proposing evidence-based guidelines. 
  • Prospective and External Evaluation of a Machine Learning Model to Predict In-Hospital Mortality of Adults at Time of Admission. 
  • Protocol for implementation of family health history collection and decision support into primary care using a computerized family health history system. 
  • Protocol for the "Implementation, adoption, and utility of family history in diverse care settings" study. 
  • Provider Bias in prescribing opioid analgesics: a study of electronic medical Records at a Hospital Emergency Department. 
  • Provider Use of a Novel EHR display in the Pediatric Intensive Care Unit. Large Customizable Interactive Monitor (LCIM). 
  • Qualitative study of system-level factors related to genomic implementation. 
  • Quantified electronic health record (EHR) use by academic surgeons. 
  • Rationale and design of a nurse-led intervention to extend the HIV treatment cascade for cardiovascular disease prevention trial (EXTRA-CVD). 
  • Rationale and design of the familial hypercholesterolemia foundation CAscade SCreening for Awareness and DEtection of Familial Hypercholesterolemia registry. 
  • Recognition of CKD after the introduction of automated reporting of estimated GFR in the Veterans Health Administration. 
  • Registry Assessment of Peripheral Interventional Devices (RAPID): Registry assessment of peripheral interventional devices core data elements. 
  • Relational machine learning for electronic health record-driven phenotyping. 
  • Report of the National Heart, Lung, and Blood Institute Working Group: An Integrated Network for Congenital Heart Disease Research. 
  • Research use of electronic health records: patients' perspectives on contact by researchers. 
  • Review of electronic patient-reported outcomes systems used in cancer clinical care. 
  • Rheumatology Informatics System for Effectiveness: A National Informatics-Enabled Registry for Quality Improvement. 
  • Risk factors for lower extremity amputation among patients with diabetes in Singapore. 
  • Robust Prediction Of Treatment Times In Concurrent Patient Care. 
  • Safety issues related to the electronic medical record (EMR): synthesis of the literature from the last decade, 2000-2009. 
  • Safety, Effectiveness and Exposure-response of Micafungin in Infants: Application of an Established Pharmacokinetics Model to Electronic Health Records. 
  • Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): architecture. 
  • Seamless care: what is it; what is its value; what does it require; when might we get it? 
  • Selecting Mobile Health Technologies for Electronic Health Record Integration: Case Study. 
  • Self-reported pain and disease symptoms persist in juvenile idiopathic arthritis despite treatment advances: an electronic diary study. 
  • Seriously ill pediatric patient, parent, and clinician perspectives on visualizing symptom data. 
  • Shared Electronic Health Record Systems: Key Legal and Security Challenges. 
  • Short-term risk of liver and renal injury in hospitalized patients using micafungin: a multicentre cohort study. 
  • Society of Interventional Radiology Reporting Standards for Thoracic Central Vein Obstruction: Endorsed by the American Society of Diagnostic and Interventional Nephrology (ASDIN), British Society of Interventional Radiology (BSIR), Canadian Interventional Radiology Association (CIRA), Heart Rhythm Society (HRS), Indian Society of Vascular and Interventional Radiology (ISVIR), Vascular Access Society of the Americas (VASA), and Vascular Access Society of Britain and Ireland (VASBI). 
  • Sometimes determination and compromise thwart success: lessons learned from an effort to study copying and pasting in the electronic medical record. 
  • Statistical lessons learned for designing cluster randomized pragmatic clinical trials from the NIH Health Care Systems Collaboratory Biostatistics and Design Core. 
  • Stem Cell Transplantation and Informatics: Current Considerations. 
  • Streamlining the institutional review board process in pragmatic randomized clinical trials: challenges and lessons learned from the Aspirin Dosing: A Patient-centric Trial Assessing Benefits and Long-Term Effectiveness (ADAPTABLE) trial. 
  • Stroke prevention in atrial fibrillation: re-defining 'real-world data' within the broader data universe. 
  • Structured Approach for Evaluating Strategies for Cancer Ascertainment Using Large-Scale Electronic Health Record Data. 
  • Substance use and mental diagnoses among adults with and without type 2 diabetes: Results from electronic health records data. 
  • Substance use disorders and comorbid Axis I and II psychiatric disorders among young psychiatric patients: findings from a large electronic health records database. 
  • Surfactant Administration in Preterm Infants: Drug Development Opportunities. 
  • Survey analysis of patient experience using a practice-linked PHR for type 2 diabetes mellitus. 
  • Symptom prevalence and physiologic biomarkers among adolescents using a mobile phone intervention following hematopoietic stem cell transplantation. 
  • Symptom-based patient stratification in mental illness using clinical notes. 
  • Technology and monitoring patients at the bedside. 
  • Technology-Enabled Clinical Trials: Transforming Medical Evidence Generation. 
  • Text data extraction for a prospective, research-focused data mart: implementation and validation. 
  • The ADAPTABLE Trial and PCORnet: Shining Light on a New Research Paradigm. 
  • The Communal Coping Model of Pain Catastrophizing in Daily Life: A Within-Couples Daily Diary Study. 
  • The Current State and Path Forward For Enterprise Image Viewing: HIMSS-SIIM Collaborative White Paper. 
  • The Denominator: Evolving the Electronic Medical Record To Discover Who Needs Palliative Care. 
  • The Electronic Health Record and Education: Rethinking Optimization. 
  • The Future of Informatics in Aged Care: An International Perspective. 
  • The Impact of Electronic Medical Record Implementation on Labor Cost and Productivity at an Outpatient Orthopaedic Clinic. 
  • The Impact of Hospital Health Network Affiliation on Discharge Communication Preferences of Primary Care Providers. 
  • The Implementation of Measuring What Matters in Research and Practice: Series Commentary. 
  • The Importance of Body Part Labeling to Enable Enterprise Imaging: A HIMSS-SIIM Enterprise Imaging Community Collaborative White Paper. 
  • The No Surprises Act and Informed Financial Consent 
  • The PCORnet Blood Pressure Control Laboratory: A Platform for Surveillance and Efficient Trials. 
  • The Quality Improvement Environment: Results of the 2016 AAHPM/HPNA Membership Needs Assessment Survey. 
  • The U.S. Food and Drug Administration's Mini-Sentinel program: status and direction. 
  • The anesthesia team of the future. 
  • The burden of inbox-messaging systems and its effect on work-life balance in dermatology. 
  • The eMERGE Network: a consortium of biorepositories linked to electronic medical records data for conducting genomic studies. 
  • The ethics of health information technology in oncology: emerging isssues from both local and global perspectives. 
  • The feasibility and accuracy of evaluating lipid management performance metrics using an electronic health record. 
  • The future of cardiovascular clinical research: informatics, clinical investigators, and community engagement. 
  • The hazard of software updates to clinical workstations: a natural experiment. 
  • The high societal costs of childhood conduct problems: evidence from administrative records up to age 38 in a longitudinal birth cohort. 
  • The impact of daily arthritis pain on spouse sleep. 
  • The impact of prenatally diagnosed Klinefelter Syndrome on obstetric and neonatal outcomes. 
  • The network of Shanghai Stroke Service System (4S): A public health-care web-based database using automatic extraction of electronic medical records. 
  • The use of electronic health records for recruitment in clinical trials: a mixed methods analysis of the Harmony Outcomes Electronic Health Record Ancillary Study. 
  • Therapeutic Drug Monitoring, Electronic Health Records, and Pharmacokinetic Modeling to Evaluate Sirolimus Drug Exposure-Response Relationships in Renal Transplant Patients. 
  • Total duration of antimicrobial therapy resulting from inpatient hospitalization. 
  • Toward Designing Information Display to Support Critical Care. A Qualitative Contextual Evaluation and Visioning Effort. 
  • Tracking radiation exposure of patients. 
  • Traditional text-only versus multimedia-enhanced radiology reporting: referring physicians' perceptions of value. 
  • Training and Interpreting Machine Learning Algorithms to Evaluate Fall Risk After Emergency Department Visits. 
  • Transition of Care from the Emergency Department to the Outpatient Setting: A Mixed-Methods Analysis. 
  • Turning Data Into Information: Opportunities to Advance Rehabilitation Quality, Research, and Policy. 
  • University of Pennsylvania 12th annual conference on statistical issues in clinical trials: Electronic health records in randomized clinical trials-challenges and opportunities (morning panel session). 
  • Urban Park Development and Pediatric Obesity Rates: A Quasi-Experiment Using Electronic Health Record Data. 
  • Usability evaluation of a personal health record. 
  • Use of Natural Language Processing to Improve Identification of Patients With Peripheral Artery Disease. 
  • Use of Population Pharmacokinetics and Electronic Health Records to Assess Piperacillin-Tazobactam Safety in Infants. 
  • Use of Therapeutic Drug Monitoring, Electronic Health Record Data, and Pharmacokinetic Modeling to Determine the Therapeutic Index of Phenytoin and Lamotrigine. 
  • Use of a Clinical Decision Support Tool to improve guideline adherence for the treatment of methicillin-resistant Staphylococcus aureus: Skin and Soft Tissue Infections. 
  • Use of a Digital Modified Checklist for Autism in Toddlers - Revised with Follow-up to Improve Quality of Screening for Autism. 
  • Use of a Novel Electronic Maternal Surveillance System and the Maternal Early Warning Criteria to Detect Severe Postpartum Hemorrhage. 
  • Use of an electronic patient-reported outcome measurement system to improve distress management in oncology. 
  • Using Electronic Health Record Data to Measure Care Quality for Individuals with Multiple Chronic Medical Conditions. 
  • Using Health System Data for Improvement Science: Charting Progress. 
  • Using Technology to Create a More Humanistic Approach to Integrating Palliative Care into the Intensive Care Unit. 
  • Using a health information technology survey to explore the availability of addiction treatment data in the electronic health records: A National Drug Abuse Treatment Clinical Trials Network study. 
  • Using a medical simulation center as an electronic health record usability laboratory. 
  • Using electronic health record data for substance use Screening, Brief Intervention, and Referral to Treatment among adults with type 2 diabetes: Design of a National Drug Abuse Treatment Clinical Trials Network study. 
  • Using electronic health records data to assess comorbidities of substance use and psychiatric diagnoses and treatment settings among adults. 
  • Using item response theory with health system data to identify latent groups of patients with multiple health conditions. 
  • Using machine learning to identify patterns of lifetime health problems in decedents with autism spectrum disorder. 
  • Using the Electronic Medical Record to Improve Preoperative Identification of Patients at Risk for Obstructive Sleep Apnea. 
  • Utility of Daily Mobile Tablet Use for Residents on an Otolaryngology Head & Neck Surgery Inpatient Service. 
  • Validated, electronic health record deployable prediction models for assessing patient risk of 30-day rehospitalization and mortality in older heart failure patients. 
  • Validation of Veterans Affairs Electronic Medical Record Smoking Data Among Iraq- and Afghanistan-Era Veterans. 
  • Validation of a Health System Measure to Capture Intensive Medication Treatment of Hypertension in the Veterans Health Administration. 
  • Value of Neighborhood Socioeconomic Status in Predicting Risk of Outcomes in Studies That Use Electronic Health Record Data. 
  • Variability in negative emotions among individuals with chronic low back pain: relationships with pain and function. 
  • Ventilator Mode Does Not Influence Blood Loss or Transfusion Requirements During Major Spine Surgery: A Retrospective Study. 
  • Veterans health administration hepatitis B testing and treatment with anti-CD20 antibody administration 
  • Visual aids to medical data and computational diagnostics: new frontiers in pediatric neurology. 
  • Where Did They Go? Tracking Young Adult Follow-up During the Transition From Pediatric to Adult-Oriented Care. 
  • Who are we missing? Underrepresentation of data sources used for pharmacoepidemiology research in the United States. 
  • Why physicians need to be more than automated medical kiosks. 
  • Workflow Challenges of Enterprise Imaging: HIMSS-SIIM Collaborative White Paper. 
  • eSource for Standardized Health Information Exchange in Clinical Research: A Systematic Review. 
  • eSource-Enabled vs. Traditional Clinical Trial Data Collection Methods: A Site-Level Economic Analysis. 
  • ¹⁸F-FDG PET/CT and Colorectal Cancer: Value of Fourth and Subsequent Posttherapy Follow-up Scans for Patient Management. 
• 

  Keywords of People

  • Curtis, Lesley H., Professor in Population Health Sciences, Medicine, General Internal Medicine
  • Griffith, Brian Carey, Assistant Professor of Medicine, Medicine, General Internal Medicine
  • Horn, Maggie Elizabeth, Assistant Professor in Orthopaedic Surgery, Orthopaedics, Physical Therapy
  • O'Connor, Christopher Michael, Richard Sean Stack, M.D. Distinguished Professor, Medicine, Clinical Pharmacology
  • Orlando, Lori Ann, Professor of Medicine, Medicine, General Internal Medicine
  • Rusincovitch, Shelley, Assoc Dir, IT, Biostatistics & Bioinformatics
  • Segall, Noa, Adjunct Assistant Professor in the Department of Anesthesiology, Anesthesiology
  • Wu, Li-Tzy, Professor in Psychiatry and Behavioral Sciences, Medicine, General Internal Medicine
  • Yancy Jr., William Samuel, Professor of Medicine, Medicine, General Internal Medicine