Enfoques metodológicos para mejorar la precisión y fiabilidad de los sistemas de monitorización continua de glucosa en pacientes con diabetes tipo 1 y en pacientes críticos mediante técnicas lineales y no lineales
- Autores: Yenny Teresa Leal Moncada
- Directores de la Tesis: Magda Ruiz Ordóñez (dir. tes.), Josep Vehí Casellas (dir. tes.)
- Lectura: En la Universitat de Girona ( España ) en 2013
- Idioma: español
- Tribunal Calificador de la Tesis: Luis González Abril (presid.), Remei Calm Puig (secret.), José Camacho Páez (voc.)
- Materias:
- Enlaces
- Tesis en acceso abierto en: TDX
- Resumen
This dissertation focuses on the development and improvement of the minimally invasive continuous glucose monitoring systems (CGMS). This dissertation gives emphasis in solving the problem of the accuracy and reliability of the blood glucose (BG) concentrations estimated by CGMS. The main novelty of this dissertation is that it takes into account the dynamic relationship between BG and interstitial glucose (IG) in the algorithms for BG estimation. Furthermore, pattern recognition and learning techniques are explored combining the information provided by the monitor itself and variables related to the patient's clinical condition, to detect correct and incorrect measurements, without requiring any reference measurement. The performance of the proposed methodological approaches has been validated with data from different clinical studies, in both diabetic and critically-ill patients
