Model driven mobile care for patients with type 1 diabetes.
Stud Health Technol Inform
; 180: 1045-9, 2012.
Article
em En
| MEDLINE
| ID: mdl-22874353
ABSTRACT
We gathered a data set from 30 patients with type 1 diabetes by giving the patients a mobile phone application, where they recorded blood glucose measurements, insulin injections, meals, and physical activity. Using these data as a learning data set, we describe a new approach of building a mobile feedback system for these patients based on periodicities, pattern recognition, and scale-space trends. Most patients have important patterns for periodicities and trends, though better resolution of input variables is needed to provide useful feedback using pattern recognition.
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Base de dados:
MEDLINE
Assunto principal:
Terapia Assistida por Computador
/
Técnicas de Apoio para a Decisão
/
Telemedicina
/
Assistência Centrada no Paciente
/
Sistemas de Apoio a Decisões Clínicas
/
Diabetes Mellitus Tipo 1
Tipo de estudo:
Prognostic_studies
Limite:
Adult
/
Female
/
Humans
/
Male
Idioma:
En
Ano de publicação:
2012
Tipo de documento:
Article