Steven M. Asch

27 papers Misc 5Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation. CoRR Fatemeh Amrollahi, Nicholas Marshall, Fateme Nateghi Haredasht, Kameron C. Black, Aydin Zahedivash, Manoj Maddali, Stephen P. Ma, Amy Chang, Stanley Deresinski, Mary K. Goldstein, Steven M. Asch, Niaz Banaei, Jonathan H. Chen
2025	J	`jnl`	Antibiotic Resistance Microbiology Dataset (ARMD): A De-identified Resource for Studying Antimicrobial Resistance Using Electronic Health Records. CoRR Fateme Nateghi Haredasht, Fatemeh Amrollahi, Manoj Maddali, Nicholas Marshall, Stephen P. Ma, Lauren N. Cooper, Richard J. Medford, Sanjat Kanjilal, Niaz Banaei, Stanley Deresinski, Mary K. Goldstein, Steven M. Asch, Amy Chang, Jonathan H. Chen
2025	J	`jnl`	Artificial intelligence tools in supporting healthcare professionals for tailored patient care. npj Digit. Medicine Jiyeong Kim, Michael L. Chen, Shawheen J. Rezaei, Tina Hernandez-Boussard, Jonathan H. Chen, Fátima Rodriguez, Summer S. Han, Rayhan A. Lal, Sun H. Kim, Chrysoula Dosiou, Susan M. Seav, Tugce Akcan, Carolyn I. Rodriguez, Steven M. Asch, Eleni Linos
2024	J	`jnl`	Can Artificial Intelligence Generate Quality Research Topics Reflecting Patient Concerns? CoRR Jiyeong Kim, Michael L. Chen, Shawheen J. Rezaei, Mariana Ramirez-Posada, Jennifer L. Caswell-Jin, Allison W. Kurian, Fauzia Riaz, Kavita Yang Sarin, Jean Y. Tang, Steven M. Asch, Eleni Linos
2024	J	`jnl`	Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J. Am. Medical Informatics Assoc. 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
2023	J	`jnl`	Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. PLoS Comput. Biol. Oualid El Hajouji, Ran Sun, Alban Zammit, Keith Humphreys, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Tina Hernandez-Boussard
2022	J	`jnl`	Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020. Frontiers Digit. Health Jean Coquet, Alban Zammit, Oualid El Hajouji, Keith Humphreys, Steven M. Asch, Thomas F. Osborne, Catherine M. Curtin, Tina Hernandez-Boussard
2022	J	`jnl`	Interruptive Electronic Alerts for Choosing Wisely Recommendations: A Cluster Randomized Controlled Trial. J. Am. Medical Informatics Assoc. Vy T. Ho, Rachael C. Aikens, Geoffrey J. Tso, Paul A. Heidenreich, Christopher D. Sharp, Steven M. Asch, Jonathan H. Chen, Neil K. Shah
2021	J	`jnl`	Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study. J. Biomed. Informatics Harris Carmichael, Jean Coquet, Ran Sun, Shengtian Sang, Danielle Groat, Steven M. Asch, Joseph Bledsoe, Ithan D. Peltan, Jason R. Jacobs, Tina Hernandez-Boussard
2021	Misc	`conf`	Randomized user testing of recommender system clinical decision support. AMIA Andre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen
2020	J	`jnl`	Developing a delivery science for artificial intelligence in healthcare. npj Digit. Medicine Ron C. Li, Steven M. Asch, Nigam H. Shah
2020	J	`jnl`	OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases. J. Am. Medical Informatics Assoc. 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
2020	J	`jnl`	Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis. Health Informatics J. Yingjie Weng, Lu Tian, Dario Tedesco, Karishma Desai, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Kathryn M. McDonald, Tina Hernandez-Boussard
2017	—	`conf`	Decaying Relevance of Clinical Data when Predicting Future Decisions. CRI Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman, Jonathan H. Chen
2017	J	`jnl`	Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets. Int. J. Medical Informatics Jonathan H. Chen, Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
2017	J	`jnl`	Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets. J. Am. Medical Informatics Assoc. Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
2016	—	`conf`	Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making. CRI Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
2016	Misc	`conf`	Dynamically Evolving Clinical Practices and Implications for Predicting Medical Decisions. PSB Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
2016	Misc	`conf`	Usability of an Automated Recommender System for Clinical Order Entry. AMIA Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
2015	Misc	`conf`	Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions. AMIA Donna M. Zulman, Susana B. Martins, Yan Liu, Samson W. Tu, Brian B. Hoffman, Steven M. Asch, Mary K. Goldstein
2014	J	`jnl`	Effect of electronic prescribing with formulary decision support on medication tier, copayments, and adherence. BMC Medical Informatics Decis. Mak. Joshua M. Pevnick, Ning Li, Steven M. Asch, Cynthia A. Jackevicius, Douglas S. Bell
2012	J	`jnl`	Provider Stakeholders' Perceived Benefit from a Nascent Health Information Exchange: A Qualitative Analysis. J. Medical Syst. Joshua M. Pevnick, Maria L. Claver, Aram Dobalian, Steven M. Asch, Harris R. Stutman, Alan Tomines, Paul C. Fu Jr.
2007	J	`jnl`	Research Paper: Impact of Clinical Reminder Redesign on Learnability, Efficiency, Usability, and Workload for Ambulatory Clinic Nurses. J. Am. Medical Informatics Assoc. Jason J. Saleem, Emily S. Patterson, Laura G. Militello, Shilo Anders, Mercedes Falciglia, Jennifer A. Wissman, Emilie M. Roth, Steven M. Asch
2007	Misc	`conf`	Using Human Factors Methods to Design a New Interface for an Electronic Medical Record. AMIA Jason J. Saleem, Emily S. Patterson, Laura G. Militello, Steven M. Asch, Bradley N. Doebbeling, Marta L. Render
2005	J	`jnl`	Identifying barriers to the effective use of clinical reminders: Bootstrapping multiple methods. J. Biomed. Informatics Emily S. Patterson, Bradley N. Doebbeling, Constance H. Fung, Laura G. Militello, Shilo Anders, Steven M. Asch
2005	J	`jnl`	Research Paper: Exploring Barriers and Facilitators to the Use of Computerized Clinical Reminders. J. Am. Medical Informatics Assoc. Jason J. Saleem, Emily S. Patterson, Laura G. Militello, Marta L. Render, Greg Orshansky, Steven M. Asch
2004	J	`jnl`	Research Paper: Human Factors Barriers to the Effective Use of Ten HIV Clinical Reminders. J. Am. Medical Informatics Assoc. Emily S. Patterson, Anh D. Nguyen, James P. Halloran, Steven M. Asch