The document discusses the development of a nutritional assessment system for ventilated pediatric patients at Texas Children's Hospital. Clinical engineers worked with clinicians to design a non-invasive system using mass spectrometry and pneumotac measurements to accurately measure metabolic rates and energy expenditure in critically ill pediatric patients, accounting for complications from ventilation. The system was validated through testing against established methods and shown to be useful for clinical nutritional assessment in the changing ICU environment.