Mayampurath, Anoop

Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data

Jaitly, N., Mayampurath, A., Littlefield, K., Adkins, J. N., Anderson, G. A., & Smith, R. D. (2009) · BMC Bioinformatics

Metabolomics and Mass Spectrometry StudiesAdvanced Proteomics Techniques and Applications

Cited by 217

Multicenter validation of the neonatal sequential organ failure assessment score for prognosis in the neonatal intensive care unit

Wynn, J. L., Mayampurath, A., Carey, K., Slattery, S., Andrews, B., & Sanchez-Pinto, L. N. (2021) · The Journal of Pediatrics

Sepsis Diagnosis and TreatmentInfant Development and Preterm Care

Cited by 37

Automating Evaluation of AI Text Generation in Healthcare with a Large Language Model (LLM)-as-a-Judge

Croxford, E., Gao, Y., First, E., Pellegrino, N., Schnier, M., Caskey, J., Oguss, M., Wills, G., Chen, G., Dligach, D., et al. (2025) · medRxiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 25

Use of Statins Among Patients Taking Levothyroxine: an Observational Drug Utilization Study Across Sites

Idrees, T., Prieto, W. H., Casula, S., Ajith, A., Ettleson, M., Narchi, F. A. A., Russo, P. S. T., Fernandes, F., Johnson, J., Mayampurath, A., et al. (2021) · Journal of the Endocrine Society

Thyroid Disorders and TreatmentsLipoproteins and Cardiovascular Health

Cited by 17

Multicenter Development and Validation of a Multimodal Deep Learning Model to Predict Moderate to Severe AKI

Koyner, J. L., Martin, J., Carey, K. A., Caskey, J., Edelson, D. P., Mayampurath, A., Dligach, D., Afshar, M., & Churpek, M. M. (2025) · Clinical Journal of the American Society of Nephrology

Acute Kidney Injury ResearchMachine Learning in Healthcare

Cited by 10

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models

Gao, J., Chen, G., O’Rourke, A. P., Caskey, J., Carey, K. A., Oguss, M., Stey, A., Dligach, D., Miller, T., Mayampurath, A., et al. (2024) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareMedical Coding and Health Information

Cited by 5

MoMA: a mixture-of-multimodal-agents architecture for enhancing clinical prediction modelling

Gao, J., Rahman, M., Caskey, J., Oguss, M., O’Rourke, A., Brown, R., Stey, A., Mayampurath, A., Churpek, M. M., Chen, G., et al. (2025) · npj Digital Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 2