Representative cases showing how GLUCOSE’s insulin dosing compares to actual clinician decisions in internal (a–c) and external (d–f) testing. Solid lines show glucose levels; dashed lines show insulin doses. Colored bands mark glucose ranges. Credit: Desman, et al., NPJ Digital Medicine
New research shows machine learning can assist doctors in navigating complex insulin dosing in the ICU
Researchers at the Icahn School of Medicine at Mount Sinai have developed a machine learning tool that can help doctors manage blood sugar levels in patients recovering from heart surgery, a critical but often difficult task in the intensive care unit (ICU). The findings were reported in the May 27 online issue of NPJ Digital Medicine.