Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems

In this work, we evaluate the potentials and limitations of Change-Point Analysis (CPA) tools for evaluating performance in Artificial Pancreas (AP) systems. In particular, we use Mood and Mann-Whitney's non-parametric tests for detecting changes in scale and location in glucose data distributi...

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Detalles Bibliográficos
Autores principales:	Serafini, María Cecilia, Fushimi, Emilia, De Battista, Hernán, Garelli, Fabricio
Formato:	Objeto de conferencia
Lenguaje:	Inglés
Publicado:	2018
Materias:	Ingeniería Change-point analysis Clinical trials Artificial pancreas Type 1 diabetes mellitus Análisis de punto de cambio Ensayos clínicos Páncreas Artificial Diabetes Mellitus Tipo 1
Acceso en línea:	http://sedici.unlp.edu.ar/handle/10915/125112
Aporte de:	SEDICI (UNLP) de Universidad Nacional de La Plata

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record_format	dspace
institution	Universidad Nacional de La Plata
institution_str	I-19
repository_str	R-120
collection	SEDICI (UNLP)
language	Inglés
topic	Ingeniería Change-point analysis Clinical trials Artificial pancreas Type 1 diabetes mellitus Análisis de punto de cambio Ensayos clínicos Páncreas Artificial Diabetes Mellitus Tipo 1
spellingShingle	Ingeniería Change-point analysis Clinical trials Artificial pancreas Type 1 diabetes mellitus Análisis de punto de cambio Ensayos clínicos Páncreas Artificial Diabetes Mellitus Tipo 1 Serafini, María Cecilia Fushimi, Emilia De Battista, Hernán Garelli, Fabricio Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems
topic_facet	Ingeniería Change-point analysis Clinical trials Artificial pancreas Type 1 diabetes mellitus Análisis de punto de cambio Ensayos clínicos Páncreas Artificial Diabetes Mellitus Tipo 1
description	In this work, we evaluate the potentials and limitations of Change-Point Analysis (CPA) tools for evaluating performance in Artificial Pancreas (AP) systems. In particular, we use Mood and Mann-Whitney's non-parametric tests for detecting changes in scale and location in glucose data distributions. These tools are applied to the results of the clinical trials that took place in June 2017 at the Hospital Italiano de Buenos Aires (HIBA) where the first in vivo tests of the Automatic Regulation of Glucose (ARG) control algorithm were carried out.
format	Objeto de conferencia Objeto de conferencia
author	Serafini, María Cecilia Fushimi, Emilia De Battista, Hernán Garelli, Fabricio
author_facet	Serafini, María Cecilia Fushimi, Emilia De Battista, Hernán Garelli, Fabricio
author_sort	Serafini, María Cecilia
title	Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems
title_short	Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems
title_full	Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems
title_fullStr	Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems
title_full_unstemmed	Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems
title_sort	use of change-point analysis tools for evaluating performance in artificial pancreas systems
publishDate	2018
url	http://sedici.unlp.edu.ar/handle/10915/125112
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bdutipo_str	Repositorios
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Use of Change-Point Analysis Tools for Evaluating Performance in Artificial Pancreas Systems

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