PMID- 31144129 OWN - NLM STAT- MEDLINE DCOM- 20200102 LR - 20200225 IS - 1573-689X (Electronic) IS - 0148-5598 (Linking) VI - 43 IP - 7 DP - 2019 May 29 TI - Mobile Patient Monitoring Systems from a Benchmarking Aspect: Challenges, Open Issues and Recommended Solutions. PG - 207 LID - 10.1007/s10916-019-1336-z [doi] AB - 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. FAU - Almahdi, E M AU - Almahdi EM AD - Department of Computing, Universiti Pendidikan Sultan Idris, Tanjong Malim, Perak, Malaysia. FAU - Zaidan, A A AU - Zaidan AA AD - Department of Computing, Universiti Pendidikan Sultan Idris, Tanjong Malim, Perak, Malaysia. aws.alaa@gmail.com. FAU - Zaidan, B B AU - Zaidan BB AD - Department of Computing, Universiti Pendidikan Sultan Idris, Tanjong Malim, Perak, Malaysia. FAU - Alsalem, M A AU - Alsalem MA AD - College of Administration and Economic, University of Mosul, Mosul, Iraq. FAU - Albahri, O S AU - Albahri OS AD - Department of Computing, Universiti Pendidikan Sultan Idris, Tanjong Malim, Perak, Malaysia. FAU - Albahri, A S AU - Albahri AS AD - College of Engineering, University of Information Technology and Communications, Baghdad, Iraq. LA - eng PT - Journal Article PT - Systematic Review DEP - 20190529 PL - United States TA - J Med Syst JT - Journal of medical systems JID - 7806056 SB - IM MH - Decision Support Techniques MH - Dementia/epidemiology MH - Feedback MH - Humans MH - Monitoring, Ambulatory/instrumentation/*methods MH - Patient Transfer/methods MH - Reproducibility of Results MH - Telemedicine/instrumentation/*methods MH - Triage/methods MH - *Wearable Electronic Devices OTO - NOTNLM OT - Evaluation and benchmark OT - Mobile patient monitoring systems (MPMSs) OT - Multi-criteria analysis EDAT- 2019/05/31 06:00 MHDA- 2020/01/03 06:00 CRDT- 2019/05/31 06:00 PHST- 2019/03/07 00:00 [received] PHST- 2019/05/13 00:00 [accepted] PHST- 2019/05/31 06:00 [entrez] PHST- 2019/05/31 06:00 [pubmed] PHST- 2020/01/03 06:00 [medline] AID - 10.1007/s10916-019-1336-z [pii] AID - 10.1007/s10916-019-1336-z [doi] PST - epublish SO - J Med Syst. 2019 May 29;43(7):207. doi: 10.1007/s10916-019-1336-z.