Michael A. Pfeffer

According to our database, Michael A. Pfeffer authored at least 13 papers between 2015 and 2024.

Collaborative distances:

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

2024

Standing on FURM ground - A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems.

Alison Callahan, Duncan C. McElfresh, Juan M. Banda, Gabrielle Bunney, Danton Char, Jonathan H. Chen, Conor K. Corbin, Debadutta Dash, Norman L. Downing, Sneha S. Jain, Nikesh Kotecha, Jonathan Masterson, Michelle M. Mello, Keith E. Morse, Srikar Nallan, Abby Pandya, Anurang Revri, Aditya Sharma, Christopher D. Sharp, Rahul Thapa, Michael Wornow, Alaa Youssef, Michael A. Pfeffer, Nigam H. Shah

CoRR, 2024

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records.

Scott L. Fleming, Alejandro Lozano, William J. Haberkorn, Jenelle A. Jindal, Eduardo Pontes Reis, Rahul Thapa, Louis Blankemeier, Julian Z. Genkins, Ethan Steinberg, Ashwin Nayak, Birju S. Patel, Chia-Chun Chiang, Alison Callahan, Zepeng Huo, Sergios Gatidis, Scott J. Adams, Oluseyi Fayanju, Shreya J. Shah, Thomas Savage, Ethan Goh, Akshay S. Chaudhari, Nima Aghaeepour, Christopher D. Sharp, Michael A. Pfeffer, Percy Liang, Jonathan H. Chen, Keith E. Morse, Emma P. Brunskill, Jason A. Fries, Nigam H. Shah

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

The shaky foundations of large language models and foundation models for electronic health records.

Michael Wornow, Yizhe Xu, Rahul Thapa, Birju S. Patel, Ethan Steinberg, Scott L. Fleming, Michael A. Pfeffer, Jason Alan Fries, Nigam H. Shah

npj Digit. Medicine, 2023

The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs.

Michael Wornow, Yizhe Xu, Rahul Thapa, Birju S. Patel, Ethan Steinberg, Scott L. Fleming, Michael A. Pfeffer, Jason A. Fries, Nigam H. Shah

CoRR, 2023

2022

Considerations in the reliability and fairness audits of predictive models for advance care planning.

Jonathan Lu, Amelia Sattler, Samantha Wang, Ali Raza Khaki, Alison Callahan, Scott L. Fleming, Rebecca Fong, Benjamin Ehlert, Ron C. Li, Lisa Shieh, Kavitha Ramchandran, Michael Gensheimer, Sarah Chobot, Stephen Pfohl, Siyun Li, Kenny Shum, Nitin Parikh, Priya Desai, Briththa Seevaratnam, Melanie Hanson, Margaret Smith, Yizhe Xu, Arjun Gokhale, Steven Lin, Michael A. Pfeffer, Winifred Teuteberg, Nigam H. Shah

Frontiers Digit. Health, 2022

2021

A Process for Multi-Stakeholder Governance of Patient Data Releases.

Douglas S. Bell, Marianne Zachariah, Amanda L. Do, Carina V. Hampp, Karen Lopez, Michael A. Pfeffer

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

2020

Using Milestones to Judge the Progress of Clinical Informatics Fellows Compared with their Personal Goals.

Douglas S. Bell, Kevin M. Baldwin, Eric M. Cheng, Michael A. Pfeffer

Proceedings of the AMIA 2020, 2020

2019

Feasibility study of an EHR-integrated mobile shared decision making application.

Frank C. Day, Mohammad Pourhomayoun, Deidre Keeves, Andrew F. Lees, Majid Sarrafzadeh, Douglas S. Bell, Michael A. Pfeffer

Int. J. Medical Informatics, 2019

How Patients Use a Patient Portal: An Institutional Case Study of Demographics and Usage Patterns.

Raymond Tsai, Elijah J. Bell, Hawkin Woo, Kevin M. Baldwin, Michael A. Pfeffer

Appl. Clin. Inform., 2019

Physicians Voluntarily Using an EHR-Based CDS Tool Improved Patients' Guideline-Related Statin Prescription Rates: A Retrospective Cohort Study.

Timothy S. Chang, Ashwin Buchipudi, Gregg C. Fonarow, Michael A. Pfeffer, Jennifer S. Singer, Eric M. Cheng

Appl. Clin. Inform., 2019

2018

Characteristics of the National Applicant Pool for Clinical Informatics Fellowships (2016-2017).

Douglas S. Bell, Kevin M. Baldwin, Christoph U. Lehmann, Elijah J. Bell, Emily C. Webber, Vishnu Mohan, Michael G. Leu, Jeffrey Hoffman, David C. Kaelber, Adam B. Landman, Howard D. Silverman, Jonathan D. Hron, Bruce P. Levy, Anthony A. Luberti, John T. Finnell, Charles Safran, Jonathan P. Palma, Peter L. Elkin, Bruce Forman, Eric G. Poon, James P. Killeen, David E. Avrin, Michael A. Pfeffer

Proceedings of the AMIA 2018, 2018

2017

The UCLA Health Resident Informaticist Program - A Novel Clinical Informatics Training Program.

Jennifer S. Singer, Eric M. Cheng, Kevin M. Baldwin, Michael A. Pfeffer, UCLA Health Physician Informaticist Committee

J. Am. Medical Informatics Assoc., 2017

2015

An EHR-Integrated Shared Decision Making Mobile App for Prostate Cancer Screening.

Frank C. Day, Majid Sarrafzadeh, Stephanie Smith, Mohammad Pourhomayoun, Konstantinos Sideris, Amogh Param, Jonathan Ben-Hamou, Deidre Keeves, Michael A. Pfeffer, Douglas S. Bell

Proceedings of the AMIA 2015, 2015