Analyzing Electronic Health Record Interactions to Capture Resident Work Hours. - Adam C. Dziorny; Evan Orenstein; Robert B. Lindell; Nicole Hames; Bimal R. Desai (AMIA, 2016)

A Spoonful of Structure Helps the Workload Go Down: Modeling Clinical Cognition in Inpatient Documentation Tools. - Mark V. Mai; Kai Zheng; Eric D. Shelov; Subha L. Airan-Javia; Evan W. Orenstein (AMIA, 2017)

The Impact of Simulation on Electronic Health Record Use Patterns among Pediatric Residents. - Evan Orenstein; Irit R. Rasooly; Wanczyk Phillips; Mark V. Mai; Adam C. Dziorny; Levon Utidjian; Anthony A. Luberti; Jill Posner; Rebecca Tenney-Soeiro; Christopher P. Bonafide (AMIA, 2017)

Electronic Health Record Timestamps as a Measure of Resident Provider Activity. - Adam C. Dziorny; Evan W. Orenstein; Robert B. Lindell; Nicole Hames; Bimal R. Desai (AMIA, 2018)

Defining Clinically Meaningful Documentation Discrepancies during Transfer from the Pediatric Intensive Care Unit to Medical Services. - Daria F. Ferro; Naveen Muthu; Christopher P. Bonafide; Evan W. Orenstein (AMIA, 2018)

Network Analysis of EHR Interactions to Identify 360° Evaluators. - Mark V. Mai; Evan W. Orenstein (AMIA, 2018)

Surveillance Methods for EHR Safety Hazards: A Panel Discussion. - Naveen Muthu; Allan Fong; Daria F. Ferro; Evan W. Orenstein (AMIA, 2018)

Functional Analysis of Written Communication Needs for Inpatient Providers. - Evan W. Orenstein; Naveen Muthu; Subha L. Airan-Javia (AMIA, 2018)

Decision Support for Decision Support: A Novel System to Prioritize Improvement Efforts, Identify Safety Hazards, and Measure Improvement. - Marc Tobias; Evan W. Orenstein; Naveen Muthu (AMIA, 2018)

A Model for Clinical Informatics Education for Residents: Addressing an Unmet Need. - Mark V. Mai; Brooke Luo; Evan Orenstein; Anthony A. Luberti (Appl. Clin. Inform., 2018)

Influence of simulation on electronic health record use patterns among pediatric residents. - Evan W. Orenstein; Irit R. Rasooly; Mark V. Mai; Adam C. Dziorny; Wanczyk Phillips; Levon Utidjian; Anthony A. Luberti; Jill Posner; Rebecca Tenney-Soeiro; Christopher P. Bonafide (J. Am. Medical Informatics Assoc., 2018)

Variability in User Response to Custom Alerts in the Electronic Health Record: An Observational Study. - Naveen Muthu; Eric D. Shelov; Marc Tobias; Dean J. Karavite; Evan W. Orenstein; Robert W. Grundmeier (AMIA, 2019)

Reduction in Severe Ordering Errors of Blood Products in Pediatrics through Formative and Summative Usability Testing. - Evan W. Orenstein; Jeanne Boudreaux; Margo Rollins; Jennifer Jones; Christy Bryant; Dean J. Karavite; Naveen Muthu; Jessica Hike; Herb Williams; Alexis B. Carter; Cassandra Josephson (AMIA, 2019)

Automatic Detection of Front-Line Clinician Hospital Shifts: A Novel Use of Electronic Health Record Timestamp Data. - Adam C. Dziorny; Evan Orenstein; Robert B. Lindell; Nicole Hames; Nicole L. Washington; Bimal R. Desai (Appl. Clin. Inform., 2019)

Formative Usability Testing Reduces Severe Blood Product Ordering Errors. - Evan W. Orenstein; Jeanne Boudreaux; Margo Rollins; Jennifer Jones; Christy Bryant; Dean Karavite; Naveen Muthu; Jessica Hike; Herb Williams; Tania Kilgore; Alexis B. Carter; Cassandra Josephson (Appl. Clin. Inform., 2019)

Towards a Maturity Model for Clinical Decision Support Operations. - Evan W. Orenstein; Naveen Muthu; Asli O. Weitkamp; Daria F. Ferro; Mike D. Zeidlhack; Jason Slagle; Eric D. Shelov; Marc Tobias (Appl. Clin. Inform., 2019)

Development and dissemination of clinical decision support across institutions: standardization and sharing of refugee health screening modules. - Evan W. Orenstein; Katherine Yun; Clara Warden; Michael J. Westerhaus; Morgan G. Mirth; Dean Karavite; Blain Mamo; Kavya Sundar; Jeremy J. Michel (J. Am. Medical Informatics Assoc., 2019)

Improving Inpatient Pediatric Influenza Vaccination Using a Clinical Decision Support Intervention. - Omar H. Elsayed-Ali; Swaminathan Kandaswamy; Andrea Shane; Stephanie Jernigan; Patricia Lantis; Erin Masterson; Pareen Shah; Reena Blanco; Srikant Iyer; Evan W. Orenstein (AMIA, 2020)

Validation of an EHR Phenotype for Sexual History Documentation among Hospitalized Adolescents. - Gargi Mukherjee; Caryn Robertson; Holly Gooding; Swaminathan Kandaswamy; Evan W. Orenstein (AMIA, 2020)

Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine. - Evan W. Orenstein; Juan D. Chaparro; Emily C. Webber; Naveen Muthu (AMIA, 2020)

Attributing Patients to Pediatric Residents Using Electronic Health Record Features Augmented with Audit Logs. - Mark V. Mai; Evan W. Orenstein; John D. Manning; Anthony A. Luberti; Adam C. Dziorny (Appl. Clin. Inform., 2020)

Improving Outcomes for Pediatric Patients with Metabolic Conditions in the ED using User Centered Design for Order Sets. - Swaminathan Kandaswamy; Shabnam Jain; Dwight Chambers; William R. Wilcox; Beesan Agha; Sara Brown; Evan W. Orenstein (AMIA, 2021)

Is your clinical decision support moving the needle on outcomes that matter? Novel software for evaluating quality improvement initiatives. - Evan W. Orenstein; Naveen Muthu; Marc Tobias (AMIA, 2021)

Barriers to Seasonal Influenza Vaccine Uptake in a Pediatric Inpatient Healthcare Setting After Implementation of Clinical Decision Support. - Swaminathan Kandaswamy; Erin Masterson; Reena Blanco; Pareen Shah; Patricia Lantis; Srikant Iyer; Andi Shane; Stephanie Jernigan; Evan Orenstein (MedInfo, 2021)

Predicting presumed serious infection among hospitalized children on central venous lines with machine learning. - Azade Tabaie; Evan W. Orenstein; Shamim Nemati; Rajit K. Basu; Swaminathan Kandaswamy; Gari D. Clifford; Rishikesan Kamaleswaran (Comput. Biol. Medicine, 2021)

Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics. - Evan W. Orenstein; Swaminathan Kandaswamy; Naveen Muthu; Juan D. Chaparro; Philip Hagedorn; Adam C. Dziorny; Adam Moses; Sean Hernandez; Amina Khan; Hannah B. Huth; Jonathan M. Beus; Eric S. Kirkendall (J. Am. Medical Informatics Assoc., 2021)

Clinical Decision Support to Reduce Nephrotoxic Medication-Associated Acute Kidney Injury in Non-Critically Ill Hospitalized Children. - Bayley Bennett; Hyunjung Shin; Swaminathan Kandaswamy; Evan Orenstein; Edwin Ray (AMIA, 2022)

Challenges in Custom Machine Learning Model Implementation in a Vendor System: Use of a Deep Learning Model for Pediatric CLABSI Prediction. - Jonathan M. Beus; Edwin Ray; Sarah Thompson; Ryan Birmingham; Brad Cundiff; Mike Malto; Kevin Duncan; Dileep Gunda; Rishikesan Kamaleswaran; Evan Orenstein (AMIA, 2022)

Quantifying Clinical Decision Support Across Pediatric Intensive Care Units. - Alex Clark; Naveen Muthu; Mark V. Mai; Evan Orenstein; Swaminathan Kandaswamy; Kathleen Fear; Adam C. Dziorny (AMIA, 2022)

Utilizing the Electronic Health Record to Minimize Inpatient Sleep Disruptions. - Brianna Glover; Nicole Hames; Anthony Cooley; Christy Bryant; Evan Orenstein; Swaminathan Kandaswamy (AMIA, 2022)

Towards a Provider Builder Program Maturity Model to Empower Front-Line Clinicians in EHR Design. - Wayne H. Liang; Evan Orenstein; Jeffrey Hoffman; Stephon Proctor; Lia McNeely (AMIA, 2022)

Catastrophic Disaster Stories: Tales of CDS Gone Wrong and Lessons Learned. - Allison B. McCoy; Swaminathan Kandaswamy; Juan D. Chaparro; Sean Hernandez; Evan Orenstein (AMIA, 2022)

Evaluation of the Epic Risk of Pediatric Asthma Exacerbation Model: A Difference-In-Differences Analysis. - Avinash Murugan; Swaminathan Kandaswamy; Edwin Ray; Scott Gillespie; Evan Orenstein (AMIA, 2022)

When Alerts Work as Expected but Not as Intended: Situation Awareness for Patients with Cardiac Shunt at High Risk of Rapid Deterioration. - Sarah A. Thompson; Edwin Ray; Evan Orenstein; Swaminathan Kandaswamy (AMIA, 2022)

Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts. - Juan D. Chaparro; Jonathan M. Beus; Adam C. Dziorny; Philip Hagedorn; Sean Hernandez; Swaminathan Kandaswamy; Eric S. Kirkendall; Allison B. McCoy; Naveen Muthu; Evan W. Orenstein (Appl. Clin. Inform., 2022)

A method to advance adolescent sexual health research: Automated algorithm finds sexual history documentation. - Caryn Robertson; Gargi Mukherjee; Holly Gooding; Swaminathan Kandaswamy; Evan Orenstein (Frontiers Digit. Health, 2022)

Accurate Dosing Weight: When the 10% Really Matters. - Swaminathan Kandaswamy; Sarah Thompson; Evan Orenstein (MedInfo, 2023)

Reducing Therapeutic Duplication in Inpatient Medication Orders. - Thomas E. Dawson; Jonathan M. Beus; Evan W. Orenstein; Uwem Umontuen; Denice McNeill; Swaminathan Kandaswamy (Appl. Clin. Inform., 2023)

Efficient Workflow Analysis to Address Paper Persistence in Tuberculin Testing. - Eli Dawson; Swaminathan Kandaswamy; Evan Orenstein (Nursing Informatics, 2024)

Implementation of Clinical Decision Support to Identify and Improve Treatment for Severe PIVIE. - Shellie Wood; Amy Parker; Swaminathan Kandaswamy; Evan Orenstein (Nursing Informatics, 2024)

From Data to Narrative: An Intuitive Software Solution for Statistical Process Control Chart Creation, Exploration, and Storytelling. - Rohan R. Chanani; Michelle E. Gleason; Nikolay Braykov; Swaminathan Kandaswamy; Evan W. Orenstein (VAHC, 2024)

Human-Centered Design of a Visual Analytics Dashboard for In-Hospital Clinical Deterioration in Children. - Beenish Lakhani; Evan W. Orenstein; Laura Gillard; Wanjun Zhi; Colleen Mosley; David Todd; Naveen Muthu; Mark V. Mai (VAHC, 2024)

Alert design in the real world: a cross-sectional analysis of interruptive alerting at 9 academic pediatric health systems. - Swaminathan Kandaswamy; Julia K. W. Yarahuan; Elizabeth A Dobler; Matthew J. Molloy; Lindsey A Knake; Sean Hernandez; Anne A Fallon; Lauren M. Hess; Allison B. McCoy; Regine M. Fortunov; Eric S. Kirkendall; Naveen Muthu; et al. (J. Am. Medical Informatics Assoc., 2025)