Corey, Kristin

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Sendak, M. P., Ratliff, W., Sarro, D., Alderton, E., Futoma, J., Gao, M., Nichols, M., Revoir, M., Yashar, F., Miller, C., et al. (2020) · JMIR Medical Informatics

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 287

Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): a retrospective, single-site study

Corey, K. M., Kashyap, S., Lorenzi, E., Lagoo-Deenadayalan, S. A., Heller, K., Whalen, K., Balu, S., Heflin, M. T., McDonald, S. R., Swaminathan, M., et al. (2018) · PLOS Medicine

Machine Learning in HealthcareCardiac, Anesthesia and Surgical Outcomes

Cited by 204

A Path for Translation of Machine Learning Products into Healthcare Delivery

Sendak, M., D’Arcy, J., Kashyap, S., Gao, M. C., Nichols, M., Corey, K., Ratliff, W., & Balu, S. (2020) · EMJ Innovations

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 172

Machine learning for early detection of sepsis: an internal and temporal validation study

Bedoya, A. D., Futoma, J., Clement, M. E., Corey, K., Brajer, N., Lin, A., Simons, M. G., Gao, M., Nichols, M., Balu, S., et al. (2020) · JAMIA Open

Sepsis Diagnosis and TreatmentMachine Learning in Healthcare

Cited by 109

Genomic and transcriptomic analyses of aortic stenosis enhance therapeutic target discovery and disease prediction

Small, A. M., Yang, T.-Y., Itoh, S., Thériault, S., Dufresne, L., Kurosawa, R., Komuro, I., Matsuda, K., Vy, H. M. T., Farber-Eger, E. H., et al. (2026) · Nature Genetics

Cardiac Valve Diseases and TreatmentsGenetic Associations and Epidemiology

Cited by 18

Development and Validation of ML-DQA -- a Machine Learning Data Quality Assurance Framework for Healthcare

Sendak, M., Sirdeshmukh, G., Ochoa, T., Premo, H., Tang, L., Niederhoffer, K., Reed, S., Deshpande, K., Sterrett, E., Bauer, M., et al. (2022) · arXiv

Data Quality and ManagementElectronic Health Records Systems

Cited by 10