Carly Maucione, MD

Carly Maucione, MD, a resident physician at Washington University in St. Louis

Articles by Carly Maucione, MD

Blending Education, Machine Learning to Detect IV Fluid Contaminated CBCs, With Carly Maucione, MD

January 23rd 2026

Study investigator Carly Maucione, MD, discusses how artificial intelligence could support laboratory workflows while emphasizing education as a near-term solution.

Uncovering Hidden IV Fluid Contamination Through Machine Learning, With Carly Maucione, MD

ByCarly Maucione, MD

January 21st 2026

Machine models identified 2% of CBCs as possibly contaminated and flagged 6–9% of inpatient transfusions as potentially unnecessary, explains Maucione.