Brian W. Patterson

20 papers Misc 5Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Development and Validation of the Provider Documentation Summarization Quality Instrument for Large Language Models.
CoRR
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
2025 J jnl
Development and validation of the provider documentation summarization quality instrument for large language models.
J. Am. Medical Informatics Assoc.
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
2025 J jnl
Evaluating clinical AI summaries with large language models as judges.
npj Digit. Medicine
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
2024 J jnl
Dashboarding to Monitor Machine-Learning-Based Clinical Decision Support Interventions.
Appl. Clin. Inform.
Daniel J. Hekman, Hanna J. Barton, Apoorva Maru, Graham Wills, Amy L. Cochran, Corey Fritsch, Douglas A. Wiegmann, Frank J. Liao, Brian W. Patterson
2024 J jnl
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review.
CoRR
Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Frank J. Liao, Cherodeep Goswami, Brian W. Patterson, Majid Afshar
2024 J jnl
Evaluation of a Split Flow Model for the Emergency Department.
Manuf. Serv. Oper. Manag.
Juan Camilo David Gomez, Amy L. Cochran, Brian W. Patterson, Gabriel Zayas-Cabán
2024 J jnl
Usability of a Human Factors-based Clinical Decision Support in the Emergency Department: Lessons Learned for Design and Implementation.
Hum. Factors
Megan E. Salwei, Peter Hoonakker, Pascale Carayon, Douglas A. Wiegmann, Michael S. Pulia, Brian W. Patterson
2023 J jnl
Multisite evaluation of prediction models for emergency department crowding before and during the COVID-19 pandemic.
J. Am. Medical Informatics Assoc.
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
2022 J jnl
Does What Happens in the ED Stay in the ED? The Effects of Emergency Department Physician Workload on Post-ED Care Use.
Manuf. Serv. Oper. Manag.
Mohamad Soltani, Robert J. Batt, Hessam Bavafa, Brian W. Patterson
2022 J jnl
Governance of Clinical AI applications to facilitate safe and equitable deployment in a large health system: Key elements and early successes.
Frontiers Digit. Health
Frank J. Liao, Sabrina Adelaine, Majid Afshar, Brian W. Patterson
2022 J jnl
Operationalizing a real-time scoring model to predict fall risk among older adults in the emergency department.
Frontiers Digit. Health
Collin Engstrom, Sabrina Adelaine, Frank J. Liao, Gwen C. Jacobsohn, Brian W. Patterson
2022 J jnl
Usability barriers and facilitators of a human factors engineering-based clinical decision support technology for diagnosing pulmonary embolism.
Int. J. Medical Informatics
Megan E. Salwei, Pascale Carayon, Douglas A. Wiegmann, Michael S. Pulia, Brian W. Patterson, Peter Hoonakker
2021 Misc conf
Implementation of a Clinical Decision Support System for Automated Fall-Risk Identification and Referrals in Emergency Departments.
AMIA
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
2020 J jnl
A Markov Chain Model for Transient Analysis of Handoff Process in Emergency Departments.
IEEE Robotics Autom. Lett.
Wenjun Zhu, Brian W. Patterson, Maureen A. Smith, Anne C. Rifleman, Pascale Carayon, Jingshan Li
2019 J jnl
Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department.
BMC Medical Informatics Decis. Mak.
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
2019 — conf
The Design of PE Dx, a CDS to Support Pulmonary Embolism Diagnosis in the ED.
CSHI
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
2016 Misc conf
Cues for PE Diagnosis in the Emergency Department: A Sociotechnical Systems Approach for Clinical Decision Support.
AMIA
Brian W. Patterson, Erkin Otles, Ann Schoofs Hundt, Peter Hoonakker, Pascale Carayon
2016 Misc conf
Perceived Effectiveness of Clinical Decision Support to Improve VTE Prophylaxis: A Comparison of Physicians, Pharmacists and Nurses.
AMIA
Peter Hoonakker, Shimeng Du, Ann Schoofs Hundt, Jason Stamm, Brian W. Patterson, Pascale Carayon
2016 Misc conf
The Impact of Emergency Department Census on the Decision to Admit.
AMIA
Jillian K. Gorski, Robert J. Batt, Erkin Otles, Manish N. Shah, Azita G. Hamedani, Brian W. Patterson
2016 Misc conf
Triggers for VTE Prophylaxis: Sociotechnical System Considerations.
AMIA
Ann Schoofs Hundt, Peter Hoonakker, Jason Stamm, Vaibhav Agrawal, Brian W. Patterson, Pascale Carayon