Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system

This work presents the adaptation of the Quality by Design (QbD) approach for application in the quality assurance of a biomedical measuring system under development. First attempts in applying QbD to biomedical technologies indicated a significantly higher number of parameters than its traditional...

Full description

Bibliographic Details
Main Authors: Tasé Velázquez Daniel René, Costa Monteiro Elisabeth, Ramos Louzada Daniel, Barbosa Carlos Roberto Hall
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:International Journal of Metrology and Quality Engineering
Subjects:
Online Access:https://www.metrology-journal.org/articles/ijmqe/full_html/2020/01/ijmqe200039/ijmqe200039.html
id doaj-f7a6026966bd4af09a667593853092b7
record_format Article
spelling doaj-f7a6026966bd4af09a667593853092b72021-09-02T17:35:43ZengEDP SciencesInternational Journal of Metrology and Quality Engineering2107-68472020-01-01111210.1051/ijmqe/2020013ijmqe200039Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring systemTasé Velázquez Daniel René0https://orcid.org/0000-0002-3161-5898Costa Monteiro Elisabeth1https://orcid.org/0000-0002-7966-4920Ramos Louzada Daniel2https://orcid.org/0000-0001-9753-8162Barbosa Carlos Roberto Hall3https://orcid.org/0000-0003-0753-9044Postgraduate Programme in Production Engineering, Methodist University of Piracicaba, Rod. Luís Ometto km 24,Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Marquês de São Vicente 225,Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Marquês de São Vicente 225,Postgraduate Programme in Metrology, Pontifical Catholic University of Rio de Janeiro, Marquês de São Vicente 225,This work presents the adaptation of the Quality by Design (QbD) approach for application in the quality assurance of a biomedical measuring system under development. First attempts in applying QbD to biomedical technologies indicated a significantly higher number of parameters than its traditional application in the pharmaceutical industry. These preliminary studies did not fulfill the QbD stage of Design Space (DS) configuration for biomedical devices, an essential step to identifying the proper operating ranges of parameters and guaranteeing quality features. Therefore, it persisted the challenge of configuring DS for health devices, overcoming dependences in the interaction of multiple process parameters and critical attributes. The present work develops a hybrid QbD-Fuzzy approach for multiparametric DS configuration. The proposed method was applied in the development phase of a low-cost and high-sensitive magnetic measuring system for locating metallic foreign bodies in patients, employing sensors based on the Giant Magnetoimpedance effect. The results provided the acceptable operating ranges of the multiple process parameters to ensure the biomedical equipment's suitability. The proposed strategy contributes to the QbD implementation in biomedical technologies and, therefore, promotes the reliability of diagnostic and therapeutic results in the clinical environment.https://www.metrology-journal.org/articles/ijmqe/full_html/2020/01/ijmqe200039/ijmqe200039.htmlmetrologyquality by designfuzzy inferencemagnetic transducerbiomedical device
collection DOAJ
language English
format Article
sources DOAJ
author Tasé Velázquez Daniel René
Costa Monteiro Elisabeth
Ramos Louzada Daniel
Barbosa Carlos Roberto Hall
spellingShingle Tasé Velázquez Daniel René
Costa Monteiro Elisabeth
Ramos Louzada Daniel
Barbosa Carlos Roberto Hall
Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
International Journal of Metrology and Quality Engineering
metrology
quality by design
fuzzy inference
magnetic transducer
biomedical device
author_facet Tasé Velázquez Daniel René
Costa Monteiro Elisabeth
Ramos Louzada Daniel
Barbosa Carlos Roberto Hall
author_sort Tasé Velázquez Daniel René
title Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
title_short Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
title_full Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
title_fullStr Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
title_full_unstemmed Multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
title_sort multiparametric quality by design-fuzzy model applied in the development of a biomedical measuring system
publisher EDP Sciences
series International Journal of Metrology and Quality Engineering
issn 2107-6847
publishDate 2020-01-01
description This work presents the adaptation of the Quality by Design (QbD) approach for application in the quality assurance of a biomedical measuring system under development. First attempts in applying QbD to biomedical technologies indicated a significantly higher number of parameters than its traditional application in the pharmaceutical industry. These preliminary studies did not fulfill the QbD stage of Design Space (DS) configuration for biomedical devices, an essential step to identifying the proper operating ranges of parameters and guaranteeing quality features. Therefore, it persisted the challenge of configuring DS for health devices, overcoming dependences in the interaction of multiple process parameters and critical attributes. The present work develops a hybrid QbD-Fuzzy approach for multiparametric DS configuration. The proposed method was applied in the development phase of a low-cost and high-sensitive magnetic measuring system for locating metallic foreign bodies in patients, employing sensors based on the Giant Magnetoimpedance effect. The results provided the acceptable operating ranges of the multiple process parameters to ensure the biomedical equipment's suitability. The proposed strategy contributes to the QbD implementation in biomedical technologies and, therefore, promotes the reliability of diagnostic and therapeutic results in the clinical environment.
topic metrology
quality by design
fuzzy inference
magnetic transducer
biomedical device
url https://www.metrology-journal.org/articles/ijmqe/full_html/2020/01/ijmqe200039/ijmqe200039.html
work_keys_str_mv AT tasevelazquezdanielrene multiparametricqualitybydesignfuzzymodelappliedinthedevelopmentofabiomedicalmeasuringsystem
AT costamonteiroelisabeth multiparametricqualitybydesignfuzzymodelappliedinthedevelopmentofabiomedicalmeasuringsystem
AT ramoslouzadadaniel multiparametricqualitybydesignfuzzymodelappliedinthedevelopmentofabiomedicalmeasuringsystem
AT barbosacarlosrobertohall multiparametricqualitybydesignfuzzymodelappliedinthedevelopmentofabiomedicalmeasuringsystem
_version_ 1721172133908840448