Steven M. Asch

According to our database, Steven M. Asch authored at least 23 papers between 2004 and 2024.

Collaborative distances:

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

2024

Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network.

Behzad Naderalvojoud, Catherine M. Curtin, Chen Yanover, Tal El-Hay, Byungjin Choi, Rae Woong Park, Javier Gracia-Tabuenca, Mary Pat Reeve, Thomas Falconer, Keith Humphreys, Steven M. Asch, Tina Hernandez-Boussard

J. Am. Medical Informatics Assoc., 2024

2023

Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring.

Oualid El Hajouji, Ran Sun, Alban Zammit, Keith Humphreys, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Tina Hernandez-Boussard

PLoS Comput. Biol., 2023

2022

Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial.

Vy T. Ho, Rachael C. Aikens, Geoffrey J. Tso, Paul A. Heidenreich, Christopher D. Sharp, Steven M. Asch, Jonathan H. Chen, Neil K. Shah

J. Am. Medical Informatics Assoc., 2022

Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020.

Jean Coquet, Alban Zammit, Oualid El Hajouji, Keith Humphreys, Steven M. Asch, Thomas F. Osborne, Catherine M. Curtin, Tina Hernandez-Boussard

Frontiers Digit. Health, 2022

2021

Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study.

Harris Carmichael, Jean Coquet, Ran Sun, Shengtian Sang, Danielle Groat, Steven M. Asch, Joseph Bledsoe, Ithan D. Peltan, Jason R. Jacobs, Tina Hernandez-Boussard

J. Biomed. Informatics, 2021

Randomized user testing of recommender system clinical decision support.

Andre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen

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

2020

Developing a delivery science for artificial intelligence in healthcare.

Ron C. Li, Steven M. Asch, Nigam H. Shah

npj Digit. Medicine, 2020

OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases.

Andre Kumar, Rachael C. Aikens, Jason Hom, Lisa Shieh, Jonathan Chiang, David Morales, Divya Saini, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen

J. Am. Medical Informatics Assoc., 2020

Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis.

Yingjie Weng, Lu Tian, Dario Tedesco, Karishma Desai, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Kathryn M. McDonald, Tina Hernandez-Boussard

Health Informatics J., 2020

2017

Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets.

Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman

J. Am. Medical Informatics Assoc., 2017

Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets.

Jonathan H. Chen, Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman

Int. J. Medical Informatics, 2017

Decaying Relevance of Clinical Data when Predicting Future Decisions.

Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman, Jonathan H. Chen

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

Dynamically Evolving Clinical Practices and Implications for Predicting Medical Decisions.

Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making.

Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman

Proceedings of the Summit on Clinical Research Informatics, 2016

Usability of an Automated Recommender System for Clinical Order Entry.

Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman

Proceedings of the AMIA 2016, 2016

2015

Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions.

Donna M. Zulman, Susana B. Martins, Yan Liu, Samson W. Tu, Brian B. Hoffman, Steven M. Asch, Mary K. Goldstein

Proceedings of the AMIA 2015, 2015

2014

Effect of electronic prescribing with formulary decision support on medication tier, copayments, and adherence.

Joshua M. Pevnick, Ning Li, Steven M. Asch, Cynthia A. Jackevicius, Douglas S. Bell

BMC Medical Informatics Decis. Mak., 2014

2012

Provider Stakeholders' Perceived Benefit from a Nascent Health Information Exchange: A Qualitative Analysis.

Joshua M. Pevnick, Maria L. Claver, Aram Dobalian, Steven M. Asch, Harris R. Stutman, Alan Tomines, Paul C. Fu Jr.

J. Medical Syst., 2012

2007

Research Paper: Impact of Clinical Reminder Redesign on Learnability, Efficiency, Usability, and Workload for Ambulatory Clinic Nurses.

Jason J. Saleem, Emily S. Patterson, Laura G. Militello, Shilo Anders, Mercedes Falciglia, Jennifer A. Wissman, Emilie M. Roth, Steven M. Asch

J. Am. Medical Informatics Assoc., 2007

Using Human Factors Methods to Design a New Interface for an Electronic Medical Record.

Jason J. Saleem, Emily S. Patterson, Laura G. Militello, Steven M. Asch, Bradley N. Doebbeling, Marta L. Render

Proceedings of the AMIA 2007, 2007

2005

Identifying barriers to the effective use of clinical reminders: Bootstrapping multiple methods.

Emily S. Patterson, Bradley N. Doebbeling, Constance H. Fung, Laura G. Militello, Shilo Anders, Steven M. Asch

J. Biomed. Informatics, 2005

Research Paper: Exploring Barriers and Facilitators to the Use of Computerized Clinical Reminders.

Jason J. Saleem, Emily S. Patterson, Laura G. Militello, Marta L. Render, Greg Orshansky, Steven M. Asch

J. Am. Medical Informatics Assoc., 2005

2004

Research Paper: Human Factors Barriers to the Effective Use of Ten HIV Clinical Reminders.

Emily S. Patterson, Anh D. Nguyen, James P. Halloran, Steven M. Asch

J. Am. Medical Informatics Assoc., 2004