Literature DB >> 31144129

Mobile Patient Monitoring Systems from a Benchmarking Aspect: Challenges, Open Issues and Recommended Solutions.

E M Almahdi1, A A Zaidan2, B B Zaidan1, M A Alsalem3, O S Albahri1, A S Albahri4.   

Abstract

This paper presents comprehensive insights into mobile patient monitoring systems (MPMSs) from evaluation and benchmarking aspects on the basis of two critical directions. The current evaluation criteria of MPMSs based on the architectural components of MPMSs and possible solutions are discussed. This review highlights four serious issues, namely, multiple evaluation criteria, criterion importance, unmeasurable criteria and data variation, in MPMS benchmarking. Multicriteria decision-making (MCDM) analysis techniques are proposed as effective solutions to solve these issues from a methodological aspect. This methodological aspect involves a framework for benchmarking MPMSs on the basis of MCDM to rank available MPMSs and select a suitable one. The benchmarking framework is discussed in four steps. Firstly, pre-processing and identification procedures are presented. Secondly, the procedure of weight calculation based on the best-worst method (BWM) is described. Thirdly, the development of a benchmark framework by using the VIKOR method is introduced. Lastly, the proposed framework is validated.

Entities:  

Keywords:  Evaluation and benchmark; Mobile patient monitoring systems (MPMSs); Multi-criteria analysis

Year:  2019        PMID: 31144129     DOI: 10.1007/s10916-019-1336-z

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  5 in total

Review 1.  Real-Time Remote-Health Monitoring Systems: a Review on Patients Prioritisation for Multiple-Chronic Diseases, Taxonomy Analysis, Concerns and Solution Procedure.

Authors:  K I Mohammed; A A Zaidan; B B Zaidan; O S Albahri; M A Alsalem; A S Albahri; Ali Hadi; M Hashim
Journal:  J Med Syst       Date:  2019-06-11       Impact factor: 4.460

2.  A Systematic Review for Enabling of Develop a Blockchain Technology in Healthcare Application: Taxonomy, Substantially Analysis, Motivations, Challenges, Recommendations and Future Direction.

Authors:  H M Hussien; S M Yasin; S N I Udzir; A A Zaidan; B B Zaidan
Journal:  J Med Syst       Date:  2019-09-14       Impact factor: 4.460

3.  Rescuing emergency cases of COVID-19 patients: An intelligent real-time MSC transfusion framework based on multicriteria decision-making methods.

Authors:  M A Alsalem; O S Albahri; A A Zaidan; Jameel R Al-Obaidi; Alhamzah Alnoor; A H Alamoodi; A S Albahri; B B Zaidan; F M Jumaah
Journal:  Appl Intell (Dordr)       Date:  2022-01-08       Impact factor: 5.019

4.  PSO-Blockchain-based image steganography: towards a new method to secure updating and sharing COVID-19 data in decentralised hospitals intelligence architecture.

Authors:  A H Mohsin; A A Zaidan; B B Zaidan; K I Mohammed; O S Albahri; A S Albahri; M A Alsalem
Journal:  Multimed Tools Appl       Date:  2021-01-22       Impact factor: 2.757

5.  Hybrid artificial neural network and structural equation modelling techniques: a survey.

Authors:  A S Albahri; Alhamzah Alnoor; A A Zaidan; O S Albahri; Hamsa Hameed; B B Zaidan; S S Peh; A B Zain; S B Siraj; A H B Masnan; A A Yass
Journal:  Complex Intell Systems       Date:  2021-08-28
  5 in total

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