David Albers

David Albers is an Associate Professor in Biomedical Informatics at the University of Colorado Anschutz Medical Campus School of Medicine. His work bridges computational modeling, machine learning, and clinical applications in critical care and metabolic disorders.

• BS, University of Wisconsin–Madison (1998)
• MA, University of Wisconsin - Madison (2002)
• PhD, University of Wisconsin - Madison (2004)

Dr. Albers specializes in biomedical informatics, focusing on:

• Machine learning for ICU patient monitoring
• Glucose-insulin system modeling in diabetes
• Physiological forecasting using constrained data assimilation
• Clinical decision support systems
• Analysis of electronic health records for ARDS research
• Ventilator dyssynchrony detection

Recent publications highlight his work on:

• Glucose metabolism in post-COVID-19 patients
• Ventilator-induced lung injury mechanisms
• Intracranial pressure modeling for TBI
• Personalized EHR-based phenotyping

Scientific recognitions include:

• Hilldale undergraduate research fellowship (1996)