Melton, Genevieve B.

Rapid implementation of a COVID-19 remote patient monitoring program

Annis, T., Pleasants, S., Hultman, G., Lindemann, E., Thompson, J. A., Billecke, S., Badlani, S., & Melton, G. B. (2020) · Journal of the American Medical Informatics Association

Telemedicine and Telehealth ImplementationHealthcare during COVID-19 Pandemic

Cited by 252

Large language model-based chatbot vs surgeon-generated informed consent documentation for common procedures

Decker, H., Trang, K., Ramirez, J., Colley, A., Pierce, L., Coleman, M., Bongiovanni, T., Melton, G. B., & Wick, E. (2023) · JAMA Network Open

Artificial Intelligence in Healthcare and EducationEthics and bioethics in healthcare

Cited by 178

Suboptimal weight loss after gastric bypass surgery: correlation of demographics, comorbidities, and insurance status with outcomes

Melton, G. B., Steele, K. E., Schweitzer, M. A., Lidor, A. O., & Magnuson, T. H. (2008) · Journal of Gastrointestinal Surgery

Bariatric Surgery and OutcomesBody Contouring and Surgery

Cited by 175

Bias Associated with Mining Electronic Health Records

Hripcsak, G., Knirsch, C., Zhou, L., Wilcox, A., & Melton, G. (2011) · Journal of Biomedical Discovery and Collaboration

Electronic Health Records SystemsMedical Coding and Health Information

Cited by 83

Evaluation of Federated learning variations for COVID-19 diagnosis using chest Radiographs from 42 US and European hospitals

Peng, L., Luo, G., Walker, A., Zaiman, Z., Jones, E. K., Gupta, H., Kersten, K., Burns, J. L., Harle, C. A., Magoc, T., et al. (2022) · Journal of the American Medical Informatics Association

Privacy-Preserving Technologies in DataCOVID-19 diagnosis using AI

Cited by 36

Uncertainty-aware large language models for explainable disease diagnosis

Zhou, S., Wang, J., Xu, Z., Wang, S., Brauer, D., Welton, L., Cogan, J., Chung, Y.-H., Tian, L., Zhan, Z., et al. (2025) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 27

Explainable differential diagnosis with dual-inference large language models

Zhou, S., Lin, M., Ding, S., Wang, J., Chen, C., Melton, G. B., Zou, J., & Zhang, R. (2025) · npj Health Systems

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 20

Effects of Time Constraints on Clinician–Computer Interaction: A Study on Information Synthesis from EHR Clinical Notes

Farri, O., Monsen, K. A., Pakhomov, S. V., Pieczkiewicz, D. S., Speedie, S. M., & Melton, G. B. (2013) · Journal of Biomedical Informatics

Electronic Health Records SystemsClinical Reasoning and Diagnostic Skills

Cited by 19