Clinical data mining by exploring public MIMIC-II intensive care database / 中国医疗器械杂志
Chinese Journal of Medical Instrumentation
;
(6): 402-406, 2014.
Artículo
en Chino
| WPRIM
| ID: wpr-310312
ABSTRACT
This paper introduces a free and publicly open ICU database multi-parameter intelligent monitoring in intensive care II MIMIC-II, which has been built up and maintained by the laboratory of computational physiology at the Massachusetts Institute Technology, Beth Israel Deaconess Medical Center and Philips Healthcare over the past decade. This paper briefly introduces its infrastructure, implementation and applications in clinical studies. Clinical study pertaining to circadian variation in heart rate and blood pressure during sepsis is shown as a typical example of research performed with MIMIC-II. In this study, it was found there was significant difference in circadian variation in both heart rate and blood pressure between survival and non-survival groups in septic patients. This study tackled several important techniques necessary for the investigation of the circadian rhythm.
Texto completo:
Disponible
Índice:
WPRIM (Pacífico Occidental)
Asunto principal:
Presión Sanguínea
/
Informática Médica
/
Bases de Datos Factuales
/
Ritmo Circadiano
/
Cuidados Críticos
/
Minería de Datos
/
Frecuencia Cardíaca
Límite:
Humanos
Idioma:
Chino
Revista:
Chinese Journal of Medical Instrumentation
Año:
2014
Tipo del documento:
Artículo
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