McCoy, Allison B

Using AI-generated suggestions from ChatGPT to optimize clinical decision support

Liu, S., Wright, A. P., Patterson, B. L., Wanderer, J. P., Turer, R. W., Nelson, S. D., McCoy, A. B., Sittig, D. F., & Wright, A. (2023) · Journal of the American Medical Informatics Association

Artificial Intelligence in Healthcare and EducationElectronic Health Records Systems

Cited by 397

Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines

Liu, S., McCoy, A. B., & Wright, A. (2025) · Journal of the American Medical Informatics Association

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 200

A framework for evaluating the appropriateness of clinical decision support alerts and responses

McCoy, A. B., Waitman, L. R., Lewis, J. B., Wright, J. A., Choma, D. P., Miller, R. A., & Peterson, J. F. (2012) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsHealthcare Technology and Patient Monitoring

Cited by 138

Assessing the Value of ChatGPT for Clinical Decision Support Optimization

Liu, S., Wright, A. P., Patterson, B. L., Wanderer, J. P., Turer, R. W., Nelson, S. D., McCoy, A. B., Sittig, D. F., & Wright, A. (2023) · medRxiv

Artificial Intelligence in Healthcare and EducationElectronic Health Records Systems

Cited by 90

Clinical decision support stewardship: best practices and techniques to monitor and improve interruptive alerts

Chaparro, J. D., Beus, J. M., Dziorny, A. C., Hagedorn, P. A., Hernandez, S., Kandaswamy, S., Kirkendall, E. S., McCoy, A. B., Muthu, N., & Orenstein, E. W. (2022) · Applied Clinical Informatics

Electronic Health Records SystemsHealthcare Technology and Patient Monitoring

Cited by 76

Variation in high-priority drug-drug interaction alerts across institutions and electronic health records

McEvoy, D. S., Sittig, D. F., Hickman, T.-T., Aaron, S., Ai, A., Amato, M., Bauer, D. W., Fraser, G. M., Harper, J., Kennemer, A., et al. (2017) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsPharmaceutical Practices and Patient Outcomes

Cited by 75

Adopting Real-Time Surveillance Dashboards as a Component of an Enterprisewide Medication Safety Strategy

Waitman, L. R., Phillips, I. E., McCoy, A. B., Danciu, I., Halpenny, R. M., Nelsen, C. L., Johnson, D. C., Starmer, J. M., & Peterson, J. F. (2011) · The Joint Commission Journal on Quality and Patient Safety

Patient Safety and Medication ErrorsElectronic Health Records Systems

Cited by 73

Structured override reasons for drug-drug interaction alerts in electronic health records

Wright, A., McEvoy, D. S., Aaron, S., McCoy, A. B., Amato, M. G., Kim, H., Ai, A., Cimino, J. J., Desai, B. R., El-Kareh, R., et al. (2019) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsPharmaceutical Practices and Patient Outcomes

Cited by 61

Real-time pharmacy surveillance and clinical decision support to reduce adverse drug events in acute kidney injury: a randomized, controlled trial

Cox, Z. L., Neal, E. B., Waitman, L. R., Peterson, N. B., Bhave, G., Siew, E. D., Danciu, I., Lewis, J. B., Peterson, J. F., & McCoy, A. B. (2012) · Applied Clinical Informatics

Pharmaceutical Practices and Patient OutcomesAcute Kidney Injury Research

Cited by 53

Detecting emergencies in patient portal messages using large language models and knowledge graph-based retrieval-augmented generation

Liu, S., Wright, A. P., McCoy, A. B., Huang, S. S., Steitz, B., & Wright, A. (2025) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 44

Leveraging Large Language Models for Generating Responses to Patient Messages

Liu, S., McCoy, A. B., Wright, A. P., Carew, B., Genkins, J. Z., Huang, S. S., Peterson, J. F., Steitz, B., & Wright, A. (2023) · medRxiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 43

Clinician collaboration to improve clinical decision support: the Clickbusters initiative

McCoy, A. B., Russo, E. M., Johnson, K. B., Addison, B., Patel, N., Wanderer, J. P., Mize, D. E., Jackson, J. G., Reese, T. J., Littlejohn, S., et al. (2022) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsHealthcare Technology and Patient Monitoring

Cited by 41