Naveen Muthu

31 papers Misc 15Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Approach to Clinical Decision Support in the Return of Genome Informed Risk Assessments to Primary Care Pediatricians.
Appl. Clin. Inform.
Dean Karavite, Shannon Terek, John J. Connolly, Margaret Harr, Naveen Muthu, Hakon Hakonarson, Robert W. Grundmeier
2025 J jnl
A Unified AI Approach for Continuous Monitoring of Human Health and Diseases from Intensive Care Unit to Home with Physiological Foundation Models (UNIPHY+).
CoRR
Minxiao Wang, Saurabh Kataria, Juntong Ni, Timothy G. Buchman, Jocelyn Grunwell, Mark Mai, Wei Jin, Matthew Clark, Stephanie R. Brown, Michael Fundora, Puneet Sharma, Tony Pan, Sam Khan, Timothy Ruchti, Naveen Muthu, Kevin Maher, Sivasubramanium V. Bhavani, Xiao Hu
2025 J jnl
Alert design in the real world: a cross-sectional analysis of interruptive alerting at 9 academic pediatric health systems.
J. Am. Medical Informatics Assoc.
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, Evan W. Orenstein, Adam C. Dziorny, Juan D. Chaparro
2025 J jnl
Early clinical evaluation of a vendor developed pediatric artificial intelligence sepsis model in the emergency department.
J. Am. Medical Informatics Assoc.
Swaminathan Kandaswamy, Evan W. Orenstein, Naveen Muthu, Andrea McCarter, Nikolay Braykov, Jonathan M. Beus, Edwin Ray, Tal Senior, Sara Brown, Rebekah Carter, Marybeth Gleeson, Hannah Thummel, John Cheng, Thuy Bui, Reena Blanco, Kiran Hebbar, James Fortenberry, Srikant Iyer, Mark V. Mai
2025 J jnl
Human performance evaluation of a pediatric artificial intelligence sepsis model.
J. Am. Medical Informatics Assoc.
Swaminathan Kandaswamy, Naveen Muthu, Nikolay Braykov, Rebekah Carter, Reena Blanco, Thuy Bui, Evan Orenstein, Mark V. Mai
2024 — conf
Human-Centered Design of a Visual Analytics Dashboard for In-Hospital Clinical Deterioration in Children.
VAHC
Beenish Lakhani, Evan W. Orenstein, Laura Gillard, Wanjun Zhi, Colleen Mosley, David Todd, Naveen Muthu, Mark V. Mai
2023 J jnl
Clinical decision support with a comprehensive in-EHR patient tracking system improves genetic testing follow up.
J. Am. Medical Informatics Assoc.
Ian M. Campbell, Dean J. Karavite, Morgan L. McManus, Fred C. Cusick, David C. Junod, Sarah E. Sheppard, Eli M. Lourie, Eric D. Shelov, Hakon Hakonarson, Anthony A. Luberti, Naveen Muthu, Robert W. Grundmeier
2022 J jnl
Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts.
Appl. Clin. Inform.
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
2022 Misc conf
Quantifying Clinical Decision Support Across Pediatric Intensive Care Units.
AMIA
Alex Clark, Naveen Muthu, Mark V. Mai, Evan Orenstein, Swaminathan Kandaswamy, Kathleen Fear, Adam C. Dziorny
2021 J jnl
Alert burden in pediatric hospitals: a cross-sectional analysis of six academic pediatric health systems using novel metrics.
J. Am. Medical Informatics Assoc.
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
2021 Misc conf
Clinical Decision Support in the Pediatric ICU: A Multi-Institution Survey.
AMIA
Adam C. Dziorny, Julia A. Heneghan, Moodakare A. Bhat, Dean Karavite, L. Nelson Sanchez-Pinto, Jennifer McArthur, Naveen Muthu
2021 Misc conf
Estimating Early Warning System Accuracy Prior to Implementation.
AMIA
Lusha Cao, Gerald P. Shaeffer, Meghan Galligan, Fuchiang R. Tsui, Robert W. Grundmeier, Vinay Nadkarni, Robert Sutton, Christopher P. Bonafide, Naveen Muthu
2021 Misc conf
Is your clinical decision support moving the needle on outcomes that matter? Novel software for evaluating quality improvement initiatives.
AMIA
Evan W. Orenstein, Naveen Muthu, Marc Tobias
2021 Misc conf
Quantifying Changes in Resident-Patient Interactions During the COVID-19 Pandemic Using EHR Audit Logs.
AMIA
Mark V. Mai, Naveen Muthu, Bryn Carroll, Anna Costello, Dan West, Adam C. Dziorny
2021 — conf
Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records.
MedInfo
Lingyun Shi, Naveen Muthu, Gerald P. Shaeffer, Yujie Sun, Victor M. Ruiz Herrera, Fuchiang R. Tsui
2020 J jnl
A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients.
J. Am. Medical Informatics Assoc.
Lingjiao Zhang, Xiruo Ding, Yanyuan Ma, Naveen Muthu, Imran Ajmal, Jason H. Moore, Daniel S. Herman, Jinbo Chen
2020 Misc conf
Clinical Decision Support for Health Maintenance Interventions in Acute Care Settings: Three Approaches to Promoting Influenza Vaccine.
AMIA
Evan W. Orenstein, Juan D. Chaparro, Emily C. Webber, Naveen Muthu
2020 Misc conf
It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery.
AMIA
Ron C. Li, Naveen Muthu, Margaret Smith, Swaminathan Kandaswamy, Jonathan H. Chen
2019 J jnl
Formative Usability Testing Reduces Severe Blood Product Ordering Errors.
Appl. Clin. Inform.
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
2019 Misc conf
Reduction in Severe Ordering Errors of Blood Products in Pediatrics through Formative and Summative Usability Testing.
AMIA
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
2019 J jnl
Towards a Maturity Model for Clinical Decision Support Operations.
Appl. Clin. Inform.
Evan W. Orenstein, Naveen Muthu, Asli O. Weitkamp, Daria F. Ferro, Mike D. Zeidlhack, Jason Slagle, Eric D. Shelov, Marc Tobias
2019 Misc conf
Variability in User Response to Custom Alerts in the Electronic Health Record: An Observational Study.
AMIA
Naveen Muthu, Eric D. Shelov, Marc Tobias, Dean J. Karavite, Evan W. Orenstein, Robert W. Grundmeier
2018 J jnl
A Heuristic Evaluation to Assess Use of After Visit Summaries for Supporting Continuity of Care.
Appl. Clin. Inform.
Patrice D. Tremoulet, Ramya Krishnan, Dean Karavite, Naveen Muthu, Susan Harkness Regli, Amy Will, Jeremy J. Michel
2018 Misc conf
Decision Support for Decision Support: A Novel System to Prioritize Improvement Efforts, Identify Safety Hazards, and Measure Improvement.
AMIA
Marc Tobias, Evan W. Orenstein, Naveen Muthu
2018 Misc conf
Defining Clinically Meaningful Documentation Discrepancies during Transfer from the Pediatric Intensive Care Unit to Medical Services.
AMIA
Daria F. Ferro, Naveen Muthu, Christopher P. Bonafide, Evan W. Orenstein
2018 J jnl
Design and Implementation of a Pediatric ICU Acuity Scoring Tool as Clinical Decision Support.
Appl. Clin. Inform.
Eric D. Shelov, Naveen Muthu, Heather Wolfe, Danielle Traynor, Nancy Craig, Christopher P. Bonafide, Vinay Nadkarni, Daniela Davis, Maya Dewan
2018 Misc conf
Functional Analysis of Written Communication Needs for Inpatient Providers.
AMIA
Evan W. Orenstein, Naveen Muthu, Subha L. Airan-Javia
2018 Misc conf
Preemptive Clinical Decision Support: Delivering Precise Information Clinicians Will Actually Use to Prevent Harm.
AMIA
James M. Hoffman, Josh F. Peterson, Naveen Muthu, Henry M. Dunnenberger
2018 Misc conf
Surveillance Methods for EHR Safety Hazards: A Panel Discussion.
AMIA
Naveen Muthu, Allan Fong, Daria F. Ferro, Evan W. Orenstein
2018 J jnl
User Testing an Information Foraging Tool for Ambulatory Surgical Site Infection Surveillance.
Appl. Clin. Inform.
Dean Karavite, Matthew Miller, Mark J. Ramos, Susan Rettig, Rachael K. Ross, Rui Xiao, Naveen Muthu, A. Russell Localio, Jeffrey S. Gerber, Susan E. Coffin, Robert Grundmeier
2016 Misc conf
Bridging the Gap Between Public Health and Clinical Provider: The PHRASE Interoperable Platform for Improving Decision Support.
AMIA
Marc Tobias, Naveen Muthu, Robert W. Grundmeier