Brian W. Patterson

According to our database, Brian W. Patterson authored at least 19 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluating clinical AI summaries with large language models as judges.

Emma Croxford, Yanjun Gao, Elliot First, Nicholas Pellegrino, Miranda Schnier, John R. Caskey, Madeline Oguss, Graham Wills, Guanhua Chen, Dmitriy Dligach, Matthew M. Churpek, Anoop M. Mayampurath, Frank J. Liao, Cherodeep Goswami, Karen K. Wong, Brian W. Patterson, Majid Afshar

npj Digit. Medicine, 2025

Development and validation of the provider documentation summarization quality instrument for large language models.

Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Miranda Schnier, Kyle Burton, Cris G. Ebby, Jillian Gorskic, Matthew Kalscheur, Samy Khalil, Marie Pisani, Tyler Rubeor, Peter D. Stetson, Frank J. Liao, Cherodeep Goswami, Brian W. Patterson, Majid Afshar

J. Am. Medical Informatics Assoc., 2025

2024

Usability of a Human Factors-based Clinical Decision Support in the Emergency Department: Lessons Learned for Design and Implementation.

Megan E. Salwei, Peter Hoonakker, Pascale Carayon, Douglas A. Wiegmann, Michael S. Pulia, Brian W. Patterson

Hum. Factors, March, 2024

Dashboarding to Monitor Machine-Learning-Based Clinical Decision Support Interventions.

Daniel J. Hekman, Hanna J. Barton, Apoorva Maru, Graham Wills, Amy L. Cochran, Corey Fritsch, Douglas A. Wiegmann, Frank J. Liao, Brian W. Patterson

Appl. Clin. Inform., January, 2024

Evaluation of a Split Flow Model for the Emergency Department.

Juan Camilo David Gomez, Amy L. Cochran, Brian W. Patterson, Gabriel Zayas-Cabán

Manuf. Serv. Oper. Manag., 2024

Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review.

Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Frank J. Liao, Cherodeep Goswami, Brian W. Patterson, Majid Afshar

CoRR, 2024

2023

Multisite evaluation of prediction models for emergency department crowding before and during the COVID-19 pandemic.

Ari J. Smith, Brian W. Patterson, Michael S. Pulia, John Mayer, Rebecca J. Schwei, Radha Nagarajan, Frank J. Liao, Manish N. Shah, Justin J. Boutilier

J. Am. Medical Informatics Assoc., January, 2023

2022

Does What Happens in the ED Stay in the ED? The Effects of Emergency Department Physician Workload on Post-ED Care Use.

Mohamad Soltani, Robert J. Batt, Hessam Bavafa, Brian W. Patterson

Manuf. Serv. Oper. Manag., 2022

Usability barriers and facilitators of a human factors engineering-based clinical decision support technology for diagnosing pulmonary embolism.

Megan E. Salwei, Pascale Carayon, Douglas A. Wiegmann, Michael S. Pulia, Brian W. Patterson, Peter Hoonakker

Int. J. Medical Informatics, 2022

Governance of Clinical AI applications to facilitate safe and equitable deployment in a large health system: Key elements and early successes.

Frank J. Liao, Sabrina Adelaine, Majid Afshar, Brian W. Patterson

Frontiers Digit. Health, 2022

Operationalizing a real-time scoring model to predict fall risk among older adults in the emergency department.

Collin Engstrom, Sabrina Adelaine, Frank J. Liao, Gwen C. Jacobsohn, Brian W. Patterson

Frontiers Digit. Health, 2022

2021

Implementation of a Clinical Decision Support System for Automated Fall-Risk Identification and Referrals in Emergency Departments.

Apoorva Maru, Gwen C. Jacobsohn, Collin Engstrom, Frank J. Liao, Margaret Leaf, Joel Galang, Gerald T. Pankratz, Alexis Eastman, Maureen A. Smith, Manish N. Shah, Brian W. Patterson

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

A Markov Chain Model for Transient Analysis of Handoff Process in Emergency Departments.

Wenjun Zhu, Brian W. Patterson, Maureen A. Smith, Anne C. Rifleman, Pascale Carayon, Jingshan Li

IEEE Robotics Autom. Lett., 2020

2019

Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department.

Brian W. Patterson, Gwen C. Jacobsohn, Manish N. Shah, Yiqiang Song, Apoorva Maru, Arjun K. Venkatesh, Monica Zhong, Katherine Taylor, Azita G. Hamedani, Eneida A. Mendonça

BMC Medical Informatics Decis. Mak., 2019

The Design of PE Dx, a CDS to Support Pulmonary Embolism Diagnosis in the ED.

Peter L. T. Hoonakker, Pascale Carayon, Megan E. Salwei, Ann Schoofs Hundt, Douglas A. Wiegmann, Peter Kleinschmidt, Michael S. Pulia, Yudi Wang, Clair Novak, Brian W. Patterson

Proceedings of the Context Sensitive Health Informatics: Sustainability in Dynamic Ecosystems, Proceedings of CSHI 2019, Lille, France, 23, 2019

2016

Cues for PE Diagnosis in the Emergency Department: A Sociotechnical Systems Approach for Clinical Decision Support.

Brian W. Patterson, Erkin Otles, Ann Schoofs Hundt, Peter Hoonakker, Pascale Carayon

Proceedings of the AMIA 2016, 2016

Triggers for VTE Prophylaxis: Sociotechnical System Considerations.

Ann Schoofs Hundt, Peter Hoonakker, Jason Stamm, Vaibhav Agrawal, Brian W. Patterson, Pascale Carayon

Proceedings of the AMIA 2016, 2016

Perceived Effectiveness of Clinical Decision Support to Improve VTE Prophylaxis: A Comparison of Physicians, Pharmacists and Nurses.

Peter Hoonakker, Shimeng Du, Ann Schoofs Hundt, Jason Stamm, Brian W. Patterson, Pascale Carayon

Proceedings of the AMIA 2016, 2016

The Impact of Emergency Department Census on the Decision to Admit.

Jillian K. Gorski, Robert J. Batt, Erkin Otles, Manish N. Shah, Azita G. Hamedani, Brian W. Patterson

Proceedings of the AMIA 2016, 2016