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Type :thesis
Subject :QA76 Computer software
Main Author :Almahdi Esam Motashar Aday
Title :Ranking framework in evaluating mobile patient monitoring systems and its architecture components based on best–worst method and alsekriterijumska optimizacija i kompromisno resenje methods
Place of Production :Tanjong Malim
Publisher :Fakulti Seni, Komputeran dan Industri Kreatif
Year of Publication :2019
Notes :with CD
Corporate Name :Universiti Pendidikan Sultan Idris
PDF Guest :Click to view PDF file

Abstract : Universiti Pendidikan Sultan Idris
The purpose of this research was to develop a ranking framework in evaluating mobile patient monitoring systems (MPMSs) and its architecture components based on multi-criteria analysis. Ranking and selecting the best MPMSs in the telemedicine environment is a challenging task due to four issues, namely, multiple evaluation criteria, importance of criteria, data variation and unmeasurable values. The decision matrix was adopted from the most relevant studies and is found to be applicable, which is constructed on the basis of intersection between ‘evaluation criteria’ and ‘systems list’. The unmeasurable values (binominal values and multiple values) of the MPMS evaluation criteria in the adopted decision matrix are re-presenting based on four experts’ opinion by using the Best–Worst Method (BWM) to be mathematically applicable. The importance of the evaluation criteria based on the architecture components of the MPMS is determined by using the BWM with consistency value less than 0.1. The VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) method is utilised to rank the MPMS according to the determined importance of the evaluation criteria and the adopted decision matrix. According to VIKOR, the set of alternatives are ranked by sorting the value Q in ascending order. The lowest value indicates the optimal performance. The obtained results are: the internal and external VIKOR group decision making are approximately the same, the best MPMS after ranking was ‘Yale–NASA’ and the worst MPMS was ‘NTU’. For the objective validation, the mean ± standard deviation in the first group of both the internal and external aggregation is 0.028, lower than the other two groups; this process indicates that the internal and external ranking results are 100% identical (due to alternatives with the minimum value are considered the optimal one according to the steps of the VIKOR). As conclusion, The BWM is suitable on quantifying the MPMS evaluation criteria preferences based on the architecture components of the MPMS. VIKOR is suitable in solving the MPMS ranking problem. The proposed framework helps the medical organization select the suitable MPMS, facilitate the healthcare professionals work and remote health monitoring to save patients life.

References

Abdullateef, Belal Najeh, Elias, Nur Fazidah, Mohamed, Hazura, Zaidan, AA, & Zaidan,

BB.  (2016).  An  evaluation  and  selection  problems  of  OSS-LMS  packages.

SpringerPlus, 5(1), 248.

 

Abdulnabi, Mohamed, Al-Haiqi, Ahmed, Kiah, Miss Laiha Mat, Zaidan, AA, Zaidan, BB, &  Hussain,  

Muzammil.  (2017).  A  distributed  framework  for  health  information exchange using smartphone 

technologies. Journal of biomedical informatics, 69, 230-250.

 

Aboutorab, Hamed, Saberi, Morteza, Asadabadi, Mehdi Rajabi, Hussain, Omar, & Chang, Elizabeth. 

(2018). ZBWM: The Z-number extension of Best Worst Method and its application for supplier 

development. Expert Systems with Applications, 107, 115- 125.

 

Adunlin, Georges, Diaby, Vakaramoko, & Xiao, Hong. (2015). Application of multicriteria decision  

analysis  in  health  care:  a  systematic  review  and  bibliometric  analysis. Health 

Expectations, 18(6), 1894-1905.

 

Ahmad, Wan Nurul Karimah Wan, Rezaei, Jafar, Sadaghiani, Saman, & Tavasszy, Lóránt

A. (2017). Evaluation of the external forces affecting the sustainability of oil and gas supply 

chain using Best Worst Method. Journal of cleaner production, 153, 242-252.

 

Alanazi, Hamdan O, Zaidan, AA, Zaidan, BB, Kiah, ML Mat, & Al-Bakri, SH. (2015). Meeting  the  

security  requirements  of  electronic  medical  records  in  the  ERA  of high-speed computing. 

Journal of medical systems, 39(1), 165.

 

Albahri,  OS,  Albahri,  AS,  Mohammed,  KI,  Zaidan,  AA,  Zaidan,  BB,  Hashim,  M,  & Salman, 

Omar H. (2018). Systematic review of real-time remote health monitoring system in triage and 

priority-based sensor technology: Taxonomy, open challenges, motivation and recommendations. 

Journal of medical systems, 42(5), 80.

 

Albahri, OS, Zaidan, AA, Zaidan, BB, Hashim, M, Albahri, AS, & Alsalem, MA. (2018). Real-Time 

Remote Health-Monitoring Systems in a Medical Centre: A Review of the  Provision  of  Healthcare  

Services-Based  Body  Sensor  Information,  Open Challenges and Methodological Aspects. Journal of 

medical systems, 42(9), 164.

 

Angood,   Peter   B,   Satava,   Richard,   Doarn,   Charles,   &   Merrell,   Ronald.   (2000). 

Telemedicine  at  the  top  of  the  world:  the  1998  and  1999  Everest  extreme expeditions. 

Telemedicine Journal and e-Health, 6(3), 315-325.

 

Anliker, U., Ward, J. A., Lukowicz, P., Troster, G., Dolveck, F., Baer, M., . . . Vuskovic,

M.  (2004).  AMON:  a  wearable  multiparameter  medical  monitoring  and  alert

system. IEEE Transactions on Information Technology in Biomedicine, 8(4), 415-

427. doi: 10.1109/TITB.2004.837888

 

Barlow, James, Singh, Debbie, Bayer, Steffen, & Curry, Richard. (2007). A systematic

review of the benefits of home telecare for frail elderly people and those with long- term 

conditions. Journal of telemedicine and telecare, 13(4), 172-179.

 

Bernocchi, Palmira, Scalvini, Simonetta, Tridico, Caterina, Borghi, Gabriella, Zanaboni, Paolo, 

Masella, Cristina, . . . Marzegalli, Maurizio. (2012). Healthcare continuity from  hospital  to  

territory  in  Lombardy:  TELEMACO  project.  The  American journal of managed care, 18(3), 

e101-108.

 

Bonney, Wilfred. (2016). Mobile Health Technologies-Theories and Applications: InTech.

 

Bourouis,   Abderrahim,   Feham,   Mohamed,   &   Bouchachia,   Abdelhamid.   (2011). Ubiquitous  

mobile  health  monitoring  system  for  elderly  (UMHMSE).  arXiv preprint arXiv:1107.3695.

 

Bratan, T, & Clarke, M. (2006). Towards the design of a generic systems architecture for remote  

patient  monitoring.  Paper  presented  at  the  Engineering in  Medicine  and Biology Society, 

2005. IEEE-EMBS 2005. 27th Annual International Conference of the.

 

Brien, H. O', Ven, P. van de, Nelson, J., & Bourke, A. (2010, 1-3 July 2010). Smart phone 

interfaces  to  wireless  health  sensors.  Paper  presented  at  the  The  12th  IEEE 

International Conference on e-Health Networking, Applications and Services.

 

Cameron, Joshua D., Ramaprasad, Arkalgud, & Syn, Thant. (2017). An ontology of and roadmap for 

mHealth research. International Journal of Medical Informatics, 100, 16-25. doi: 

https://doi.org/10.1016/j.ijmedinf.2017.01.007.

 

Cavallini, Carlo, Giorgetti, Alessandro, Citti, Paolo, & Nicolaie, Francois. (2013). Integral aided 

 method  for  material  selection  based  on  quality  function  deployment  and comprehensive 

VIKOR algorithm. Materials & Design, 47, 27-34.

 

Chakrabarti,  Orna.  (2018).  Telehealth:  Emerging  evidence  on  efficiency.  International 

Review of Economics & Finance. doi: https://doi.org/10.1016/j.iref.2018.10.021

 

Channabasavaiah,  Kishore,  Holley,  Kerrie,  &  Tuggle,  Edward.  (2003).  Migrating  to  a 

service-oriented architecture. IBM DeveloperWorks, 16, 727-728.

 

Chiu, Wan-Yu, Tzeng, Gwo-Hshiung, & Li, Han-Lin. (2013). A new hybrid MCDM model combining  DANP  

with  VIKOR  to  improve  e-store  business.  Knowledge-Based

Systems, 37, 48-61.

 

Chou, Shuo-Yan, Chang, Yao-Hui, & Shen, Chun-Ying. (2008). A fuzzy simple additive

weighting system under group decision-making for facility location selection with 

objective/subjective attributes. European Journal of Operational Research, 189(1), 132-145.

 

Danaher, Brian G., Brendryen, Håvar, Seeley, John R., Tyler, Milagra S., & Woolley, Tim. (2015).  

From  black  box  to  toolbox:  Outlining  device  functionality,  engagement activities,  and  the 

 pervasive  information  architecture  of  mHealth  interventions. Internet Interventions, 2(1), 

91-101.

 

De la Oliva, Antonio, Bernardos, Carlos J, Calderon, Maria, Melia, Telemaco, & Zuniga, Juan  

Carlos.  (2011a).  IP  flow  mobility:  smart  traffic  offload  for  future  wireless networks. 

IEEE Communications Magazine, 49(10).

 

De la Oliva, Antonio, Bernardos, Carlos J, Calderon, Maria, Melia, Telemaco, & Zuniga, Juan Carlos. 

(2011b).  IP  flow mobility: smart traffic  offload  for future  wireless networks. IEEE 

Communications Magazine, 49(10), 124-132.

 

de  Paiva  Guimarães,  Marcelo,  &  Martins,  Valéria  Farinazzo.  (2014).  A  checklist  to 

evaluate  Augmented  Reality  Applications.  Paper  presented  at  the  2014  XVI Symposium on 

Virtual and Augmented Reality (SVR).

 

Diaby, Vakaramoko, Campbell, Kaitryn, & Goeree, Ron. (2013). Multi-criteria decision analysis 

(MCDA) in health care: a bibliometric analysis. Operations Research for Health Care, 2(1-2), 20-24.

 

Dickerson,  Robert  F,  Gorlin,  Eugenia  I,  &  Stankovic,  John  A.  (2011).  Empath:  a 

continuous remote emotional health monitoring system for depressive illness. Paper presented at the 

Proceedings of the 2nd Conference on Wireless Health.

 

Djuknic,  Goran  M,  &  Richton,  Robert  E.  (2001).  Geolocation  and  assisted  GPS.

Computer(2), 123-125.

 

Eng, Thomas R. (2002). eHealth Research and Evaluation: Challenges and Opportunities.

Journal of Health Communication, 7(4), 267-272.

 

Fernández-Alemán, José Luis, Señor, Inmaculada Carrión, Lozoya, Pedro Ángel Oliver, & Toval,  

Ambrosio.  (2013).  Security  and  privacy  in  electronic  health  records:  A systematic 

literature review. Journal of Biomedical Informatics, 46(3), 541-562.

 

Fortier, P, & Viall, B. (2011). Development of a mobile cardiac wellness application and integrated 

 wearable  sensor  suite.  Paper  presented  at  the  The Fifth  International

Conference on Sensor Technologies and Applications.

 

Furusa,    Samuel    S,    &    Coleman,    Alfred.    (2018).    Factors    influencing    

e-health

implementation by medical doctors in public hospitals in Zimbabwe. SA Journal of Information 

Management, 20(1), 9.

 

Gao,  Tia,  Massey,  Tammara,  Selavo,  Leo,  Crawford,  David,  Chen,  Bor-rong,  Lorincz, Konrad, 

. . . Jeng, James. (2007). The advanced health and disaster aid network: A light-weight wireless 

medical system for triage. IEEE Transactions on biomedical circuits and systems, 1(3), 203-216.

 

Gay, Valérie, & Leijdekkers, Peter. (2007). A health monitoring system using smart phones and 

wearable sensors. International journal of ARM, 8(2), 29-35.

 

Greco, Salvatore, Figueira, J, & Ehrgott, M. (2016). Multiple criteria decision analysis: Springer.

 

Gul, Muhammet, Celik, Erkan, Aydin, Nezir, Taskin Gumus, Alev, & Guneri, Ali Fuat. (2016). A state 

of the art literature review of VIKOR and its fuzzy extensions on applications. Applied Soft 

Computing, 46, 60-89.

 

Guo,  Sen,  &  Zhao,  Haoran.  (2017).  Fuzzy  best-worst  multi-criteria  decision-making method 

and its applications. Knowledge-Based Systems, 121, 23-31.

 

Gupta, Himanshu. (2018). Evaluating service quality of airline industry using hybrid best worst 

method and VIKOR. Journal of Air Transport Management, 68, 35-47.

 

Gupta, Himanshu, & Barua, Mukesh K. (2017). Supplier selection among SMEs on the basis of their 

green innovation ability using BWM and fuzzy TOPSIS. Journal of Cleaner Production, 152, 242-258.

 

Harting, Matthew T., Wheeler, Austin, Ponsky, Todd, Nwomeh, Benedict, Snyder, Chuck L., Bruns, 

Nicholas E., Shah, Sohail R. Telemedicine in pediatric surgery. Journal of Pediatric Surgery

 

Heerden,  Alastair,  Tomlinson,  Mark,  &  Swartz,  Leslie.  (2012).  Point  of  care  in  your 

pocket: A research agenda for the field of m-health (Vol. 90).

 

Hsu, John, Huang, Jie, Kinsman, James, Fireman, Bruce, Miller, Robert, Selby, Joseph, & Ortiz,  

Eduardo.  (2005).  Use  of  e-Health  Services  between  1999  and  2002:  A Growing Digital 

Divide. Journal of the American Medical Informatics Association, 12(2), 164-171.

 

Huang, Ping Heidi, & Moh, Tzuong-tsieng. (2017). A non-linear non-weight method for

multi-criteria decision making. Annals of Operations Research, 248(1-2), 239-251.

 

Hussain, Aamir, Wenbi, Rao, da Silva, Aristides Lopes, Nadher, Muhammad, & Mudhish,

Muhammad.  (2015).  Health  and  emergency-care  platform  for  the  elderly  and disabled people 

in the Smart City. Journal of Systems and Software, 110, 253-263.

 

Hussain, Muzammil, Al-Haiqi, Ahmed, Zaidan, AA, Zaidan, BB, Kiah, M, Iqbal, Salman,

.  .  .  Abdulnabi,  Mohamed.  (2018).  A  security  framework  for  mHealth  apps  on Android 

platform. Computers & Security, 75, 191-217.

 

Hussain, Muzammil, Al-Haiqi, Ahmed, Zaidan, AA, Zaidan, BB, Kiah, Miss Laiha Mat, Anuar, Nor 

Badrul, & Abdulnabi, Mohamed. (2015). The landscape of research on smartphone medical apps: 

Coherent taxonomy, motivations, open challenges and recommendations. Computer methods and programs 

in biomedicine, 122(3), 393- 408.

 

Hussain, Muzammil, Zaidan, AA, Zidan, BB, Iqbal, Salman, Ahmed, MM, Albahri, OS, & Albahri, AS. 

(2018). Conceptual framework for the security of mobile health applications on android platform. 

Telematics and Informatics, 35(5), 1335-1354.

 

Iqbal, Salman, Kiah, Miss Laiha Mat, Zaidan, AA, Zaidan, BB, Albahri, OS, Albahri, AS, &   Alsalem, 

  MA.   (2019).   Real-time-based   E-health   systems:   Design   and implementation of a 

lightweight key management protocol for securing sensitive information of patients. Health and 

Technology, 9(2), 93-111.

 

Jablonsky, Josef. (2014). MS Excel based software support tools for decision problems with multiple 

criteria. Procedia Economics and Finance, 12, 251-258.

 

Jadhav,  Anil,  &  Sonar,  Rajendra.  (2009).  Analytic  hierarchy  process  (AHP),  weighted 

scoring method (WSM), and hybrid knowledge based system (HKBS) for software selection:  a  

comparative  study.  Paper  presented  at  the  Emerging  trends  in engineering and technology 

(ICETET), 2009 2nd international conference on.

 

Jahan, Ali, Mustapha, Faizal, Ismail, Md Yusof, Sapuan, S. M., & Bahraminasab, Marjan. (2011).  A  

comprehensive  VIKOR  method  for  material  selection.  Materials  & Design, 32(3), 1215-1221.

 

Jahan, Ali, Mustapha, Faizal, Ismail, Md Yusof, Sapuan, SM, & Bahraminasab, Marjan. (2011).  A  

comprehensive  VIKOR  method  for  material  selection.  Materials  & Design, 32(3), 1215-1221.

 

Jiang, L. Crystal, Wang, Zhen-Zhen, Peng, Tai-Quan, & Zhu, Jonathan J. H. (2015). The divided 

communities of shared concerns: Mapping the intellectual structure of e- Health  research  in  

social  science  journals.  International  Journal  of  Medical

Informatics, 84(1), 24-35.

 

Jones, Val, Gay, Valerie, & Leijdekkers, Peter. (2010). Body sensor networks for mobile

health  monitoring:  Experience  in  europe  and  australia.  Paper  presented  at  the Digital 

Society, 2010. ICDS'10. Fourth International Conference on.

 

Jones, Val, Van Halteren, Aart, Dokovsky, Nikolai, Koprinkov, George, Bults, Richard, Konstantas, 

Dimitri, & Herzog, Rainer. (2006). Mobihealth: Mobile health services based on body area networks 

M-Health (pp. 219-236): Springer.

 

Jones, Valerie M, in't Veld, R Huis, Tonis, T, Bults, RB, Van Beijnum, B, Widya, Ing, . . . 

Hermens, H.  (2008a). Biosignal and context monitoring: distributed multimedia applications   of   

body   area   networks   in   healthcare.   Paper   presented   at   the Multimedia Signal 

Processing, 2008 IEEE 10th Workshop on.

 

Jones, Valerie M, in't Veld, R Huis, Tonis, T, Bults, RB, Van Beijnum, B, Widya, Ing, . . . 

Hermens, H. (2008b). Biosignal and context monitoring: distributed multimedia applications of body 

area networks in healthcare. Paper presented at the 2008 IEEE 10th Workshop on Multimedia Signal 

Processing.

 

Jumaah, FM,  Zadain, AA,  Zaidan,  BB, Hamzah, AK,  & Bahbibi, R.  (2018). Decision- making 

solution  based  multi-measurement  design  parameter  for optimization  of GPS  receiver  tracking 

 channels  in  static  and  dynamic  real-time  positioning multipath environment. Measurement, 

118, 83-95.

 

Kalid, Naser, Zaidan, A. A., Zaidan, B. B., Salman, Omar H., Hashim, M., Albahri, O. S., & Albahri, 

A. S. (2018a). Based on Real Time Remote Health Monitoring Systems: A  New  Approach  for  

Prioritization  “Large  Scales  Data”  Patients  with  Chronic Heart Diseases Using Body Sensors 

and Communication Technology. Journal of Medical Systems, 42(4), 69.

 

Kalid,  Naser,  Zaidan,  AA,  Zaidan,  BB,  Salman,  Omar  H,  Hashim,  M,  Albahri,  OS,  & 

Albahri, AS. (2018b). Based on real time remote health monitoring systems: A new approach for 

prioritization “large scales data” patients with chronic heart diseases using body sensors and 

communication technology.  Journal of medical systems, 42(4), 69.

 

Keeney,   Ralph   L,   &   Raiffa,   Howard.   (1993).   Decisions   with  multiple   objectives: 

preferences and value trade-offs: Cambridge university press.

 

Khozouie,   Nasim,   Fotouhi-Ghazvini,   Faranak,   &  Minaei-Bidgoli,   Behrouz.   (2017). 

Developing   a   context-aware   mobile   patient   monitoring   framework   with   an 

ontology-based   approach.   Paper   presented   at   the   Smart   Instrumentation, Measurement 

and Application (ICSIMA), 2017 IEEE 4th International Conference

on.

 

Kiah, Miss Laiha Mat, Haiqi, Ahmed, Zaidan, BB, & Zaidan, AA. (2014). Open source

EMR software: profiling, insights and hands-on analysis. Computer methods and programs in 

biomedicine, 117(2), 360-382.

 

Kiah, Miss  Laiha Mat,  Zaidan, BB,  Zaidan, AA, Nabi, Mohamed,  & Ibraheem, Rabiu. (2014).  

MIRASS:  Medical  informatics  research  activity  support  system  using information mashup 

network. Journal of medical systems, 38(4), 37.

 

Kiah, ML Mat, Al-Bakri, SH, Zaidan, AA, Zaidan, BB, & Hussain, Muzammil. (2014). Design  and  

develop  a  video  conferencing framework  for  real-time  telemedicine applications  using  secure 

 group-based  communication  architecture.  Journal  of medical systems, 38(10), 133.

 

Kiah,  ML  Mat,  Nabi,  Mohamed  S,  Zaidan,  BB,  &  Zaidan,  AA.  (2013).  An  enhanced security 

solution for electronic medical records  based on  AES hybrid technique with SOAP/XML and SHA-1. 

Journal of medical systems, 37(5), 9971.

 

Kim, Haeng-Kon. (2014). Convergence agent model for developing u-healthcare systems.

Future Generation Computer Systems, 35, 39-48.

 

Koutkias,  V.  G.,  Chouvarda,  I.,  Triantafyllidis,  A.,  Malousi,  A.,  Giaglis,  G.  D.,  & 

Maglaveras,  N.  (2010).  A  Personalized  Framework  for  Medication  Treatment Management in 

Chronic Care. IEEE Transactions on Information Technology in Biomedicine, 14(2), 464-472.

 

Leijdekkers, Peter, Gay, VC, & Barin, Edward. (2009). Feasibility study of a non invasive cardiac 

rhythm management system.  International Journal of Assistive Robotics and Systems.

 

Lin, Yuan-Hsiang, Jan, I-Chien, Ko, PC-I, Chen, Yen-Yu, Wong, Jau-Min, & Jan, Gwo- Jen.  (2004).  A 

 wireless  PDA-based  physiological  monitoring system  for  patient transport. IEEE Transactions 

on information technology in biomedicine, 8(4), 439- 447.

 

Liou, James J. H., Tsai, Chieh-Yuan, Lin, Rong-Ho, & Tzeng, Gwo-Hshiung. (2011). A modified VIKOR 

multiple-criteria decision method for improving domestic airlines service quality. Journal of Air 

Transport Management, 17(2), 57-61.

 

Liu, Hui, Darabi, Houshang, Banerjee, Pat, & Liu, Jing. (2007). Survey of wireless indoor 

positioning  techniques  and  systems.  IEEE  Transactions  on  Systems,  Man,  and Cybernetics, 

Part C (Applications and Reviews), 37(6), 1067-1080.

 

Logan, Alexander G, McIsaac, Warren J, Tisler, Andras, Irvine, M Jane,

Saunders, Allison, Dunai, Andrea, Trudel, Mathieu. (2007). Mobile phone–based remote patient  

monitoring  system  for  management  of  hypertension  in  diabetic  patients.

American journal of hypertension, 20(9), 942-948.

 

Lustria, Mia Liza A., Smith, Scott Alan, & Hinnant, Charles C. (2011). Exploring digital

divides: An examination of eHealth technology use in health information seeking, communication and 

personal health information management in the USA. Health Informatics Journal, 17(3), 224-243.

 

Mahjouri,  Maryam,  Ishak,  Mohd  Bakri,  Torabian,  Ali,  Manaf,  Latifah  Abd,  Halimoon, 

Normala,  &  Ghoddusi,  Jamal.  (2017).  Optimal  selection  of  Iron  and  Steel wastewater 

treatment technology using integrated multi-criteria decision-making techniques and fuzzy logic. 

Process Safety and Environmental Protection, 107, 54- 68.

 

Malczewski, Jacek. (1999). GIS and multicriteria decision analysis: John Wiley & Sons.

 

Martínez-Alcalá, Claudia I, Muñoz, Mirna, & Monguet-Fierro, Josep. (2013). Design and customization 

of telemedicine systems. Computational and mathematical methods in medicine, 2013.

 

Massé,  Fabien,  Penders,  Julien, Serteyn,  Aline,  van  Bussel, Martien,  & Arends, Johan. 

(2010).  Miniaturized  wireless  ECG-monitor  for  real-time  detection  of  epileptic seizures. 

Paper presented at the Wireless health 2010.

 

Miao, Fen, Miao, Xiuli, Shangguan, Weihua, & Li, Ye. (2012). Mobihealthcare system: Body sensor 

network based m-health system for healthcare application. E-Health Telecommunication Systems and 

Networks, 1(01), 12.

 

Migdadi, Mahmoud. (2009). Knowledge management enablers and outcomes in the small- and-medium  

sized  enterprises.  Industrial  Management  & Data  Systems,  109(6), 840-858.

 

Mohsin,  AH,  Zaidan,  AA,  Zaidan,  BB,  Albahri,  AS,  Albahri,  OS,  Alsalem,  MA,  & Mohammed, 

KI. (2018a). Real-time remote health monitoring systems using body sensor information and finger 

vein biometric verification: A multi-layer systematic review. Journal of medical systems, 42(12), 

238.

 

Mohsin,  AH,  Zaidan,  AA,  Zaidan,  BB,  Albahri,  OS,  Albahri,  AS,  Alsalem,  MA,  & Mohammed,  

KI.  (2018b).  Blockchain  authentication  of  network  applications: Taxonomy,     classification, 

    capabilities,     open     challenges,     motivations, recommendations and future directions. 

Computer Standards & Interfaces.

 

Mohsin,  AH,  Zaidan,  AA,  Zaidan,  BB,  Albahri,  OS,  Albahri,  AS,  Alsalem,  MA,  & Mohammed, 

KI. (2019a). Based Blockchain-PSO-AES techniques in finger vein biometrics:  A  novel  verification 

 secure  framework  for  patient  authentication. Computer Standards & Interfaces.

 

Mohsin,  AH,  Zaidan,  AA,  Zaidan,  BB,  Albahri,  OS,  Albahri,  AS,  Alsalem,  MA,  &

Mohammed,  KI.  (2019b).  Based  medical  systems  for  patient’s  authentication:

Towards  a  new  verification  secure  framework  using  CIA  standard.  Journal  of

medical systems, 43(7), 192.

 

Mohsin, AH, Zaidan, AA, Zaidan, BB, bin Ariffin, Shamsul Arrieya, Albahri, OS, Albahri,

AS, . . . Hashim, M. (2018). Real-time medical systems based on human biometric steganography: A 

systematic review. Journal of medical systems, 42(12), 245.

 

Motebele,  Makhala  M.  (2018).  Knowledge  Based  Decision  Support  System  for  GSC Industries 

Benchmarking Perspective. Paper presented at the Proceedings of the World Congress on Engineering.

 

Mühlbacher, Axel C, & Kaczynski, Anika. (2016). Making good decisions in healthcare with   

multi-criteria   decision   analysis:   the   use,   current   research   and   future development 

of MCDA. Applied health economics and health policy, 14(1), 29-40.

 

Nabi,  Mohamed  S,  Kiah,  ML  Mat,  Zaidan,  AA,  &  Zaidan,  BB.  (2013).  Suitability  of 

adopting  S/MIME  and  OpenPGP  email  messages  protocol  to  secure  electronic medical records. 

Paper presented at the Second International Conference on Future Generation Communication 

Technologies (FGCT 2013).

 

Nabi,  Mohamed  Shabbir  A,  Kiah,  ML  Mat,  Zaidan,  BB,  Zaidan,  AA,  &  Alam,  Gazi Mahabubul. 

 (2010).  Suitability  of  using  SOAP  protocol  to  secure  electronic medical record databases 

transmission. Int. J. Pharmacol, 6(6), 959-964.

 

Nilsson, Hilma, Nordström, Eva-Maria,  & Öhman, Karin. (2016). Decision support for participatory 

forest planning using AHP and TOPSIS. Forests, 7(5), 100.

 

Oliveira, Márcia, Fontes, Dalila BMM, & Pereira, Teresa. (2013). Multicriteria decision making: a 

case study in the automobile industry.

 

Opricovic,  Serafim,  & Tzeng,  Gwo-Hshiung.  (2004).  Compromise  solution  by MCDM methods: A 

comparative analysis of VIKOR and TOPSIS.  European Journal of Operational Research, 156(2), 

445-455. doi:

 

Opricovic,  Serafim,  &  Tzeng,  Gwo-Hshiung.  (2007).  Extended  VIKOR  method  in comparison with 

outranking methods. European journal of operational research, 178(2), 514-529.

 

Ostmark, Ake, Svensson, Linus, Lindgren, Per, & Delsing, Jerker. (2003). Mobile medical 

applications made feasible through use of EIS platforms.  Paper presented at the IEEE 

Instrumentation and Measurement Technology conference proceedings.

 

Othman, Sarah Ben, Zgaya, Hayfa, Hammadi, Slim, Quilliot, Alain, Martinot, Alain, & Renard,  

Jean-Marie.   (2016).  Agents   endowed   with  uncertainty  management behaviors to solve a 

multiskill healthcare task scheduling. Journal of biomedical

informatics, 64, 25-43.

 

Ou  Yang,  Yu-Ping,  Shieh,  How-Ming,  &  Tzeng,  Gwo-Hshiung.  (2013).  A  VIKOR

technique  based  on  DEMATEL  and  ANP  for  information  security  risk  control assessment. 

Information Sciences, 232, 482-500.

 

Paganelli,  F.,  &  Giuli,  D.  (2011).  An  Ontology-Based  System  for  Context-Aware  and 

Configurable    Services    to    Support    Home-Based    Continuous    Care.    IEEE Transactions 

on Information Technology in Biomedicine, 15(2), 324-333.

 

Paliwal,  Gaurav,  &  Kiwelekar,  Arvind  W.  (2013).  A  comparison  of  mobile  patient 

monitoring  systems.  Paper  presented  at  the  International  Conference  on  Health Information 

Science.

 

Pamu?ar,  Dragan,  Petrovi?,  Ivan,  & ?irovi?,  Goran.  (2018).  Modification  of  the  Best– 

Worst and MABAC methods: A novel approach based on interval-valued fuzzy- rough numbers. Expert 

Systems with Applications, 91, 89-106.

 

Pawar, P. A., & Mohammad, S. P. (2017, 14-16 July 2017). Review of quality of service in the mobile 

patient monitoring systems. Paper presented at the 2017 IEEE Region 10 Symposium (TENSYMP).

 

Pawar,  Pravin,  Jones,  Val,  Van  Beijnum,  Bert-Jan  F,  &  Hermens,  Hermie.  (2012).  A 

framework for the comparison of mobile patient monitoring systems. Journal of biomedical 

informatics, 45(3), 544-556.

 

Pawar, Pravin, Van Beijnum, Bert-Jan, Van Sinderen, Marten, Aggarwal, Akshai, Maret, Pierre, & De 

Clercq, Frédéric. (2008). Performance evaluation of the context-aware handover mechanism for the 

nomadic mobile services in remote patient monitoring. Computer Communications, 31(16), 3831-3842.

 

Petrovic-Lazarevic, Sonja, & Abraham, Ajith. (2004). Hybrid fuzzy-linear programming approach for 

multi criteria decision making problems. arXiv preprint cs/0405019.

 

Qader, M. A., Zaidan, B. B., Zaidan, A. A., Ali, S. K., Kamaluddin, M. A., & Radzi, W.

B. (2017). A methodology for football players selection problem based on multi- measurements 

criteria analysis. Measurement, 111, 38-50.

Qader, MA, Zaidan, BB, Zaidan, AA, Ali, SK, Kamaluddin, MA, & Radzi, WB. (2017). A   methodology   

for   football   players   selection   problem   based   on   multi- measurements criteria 

analysis. Measurement, 111, 38-50.

 

Raviv, Gabriel, Shapira, Aviad, & Fishbain, Barak. (2017). AHP-based analysis of the risk potential 

 of  safety  incidents:  Case  study  of  cranes  in  the  construction  industry.

Safety science, 91, 298-309.

 

Ren, Jingzheng. (2018). Selection of sustainable prime mover for combined cooling, heat,

and  power  technologies  under  uncertainties:  An  interval  multicriteria decision? making 

approach. International Journal of Energy Research.

 

Ren,   Yonglin,   Werner,   Richard,   Pazzi,   Nelem,   &   Boukerche,   Azzedine.   (2010a). 

Monitoring  patients  via  a  secure  and  mobile  healthcare  system.  IEEE  Wireless 

Communications, 17(1).

 

Ren,   Yonglin,   Werner,   Richard,   Pazzi,   Nelem,   &   Boukerche,   Azzedine.   (2010b). 

Monitoring  patients  via  a  secure  and  mobile  healthcare  system.  IEEE  Wireless 

Communications, 17(1), 59-65.

 

Rezaei, Jafar. (2015). Best-worst multi-criteria decision-making method. Omega, 53, 49- 57.

 

Rezaei, Jafar. (2016). Best-worst multi-criteria decision-making method: Some properties and a 

linear model. Omega, 64, 126-130.

 

Rezaei,  Jafar,  van  Roekel,  Wilco  S,  &  Tavasszy,  Lori.  (2018).  Measuring  the  relative 

importance of the logistics performance index indicators using Best Worst Method. Transport Policy, 

68, 158-169.

 

Rossi, GB. (2009). Data Modeling for Metrology and Testing in Measurement Science ed F Pavese and 

AB Forbes: Boston: Birkhäuser.

 

Salimi, Negin, & Rezaei, Jafar. (2018). Evaluating firms’ R&D performance using best worst method. 

Evaluation and program planning, 66, 147-155.

 

Salman,  Omar  H,  Zaidan,  AA,  Zaidan,  BB,  Naserkalid,  &  Hashim,  M.  (2017).  Novel 

methodology for triage and prioritizing using “big data” patients with chronic heart diseases 

through telemedicine environmental. International Journal of Information Technology & Decision 

Making, 16(05), 1211-1245.

 

Serrai,  Walid,  Abdelli,  Abdelkrim,  Mokdad,  Lynda,  &  Hammal,  Youcef.  (2016).  An efficient 

approach for Web service selection. Paper presented at the Computers and Communication (ISCC), 2016 

IEEE Symposium on.

Serrai, Walid, Abdelli, Abdelkrim, Mokdad, Lynda, & Hammal, Youcef. (2017). Towards an  efficient  

and  a  more  accurate  web  service  selection  using  MCDM  methods. Journal of computational 

science, 22, 253-267.

 

Shojaei,  Payam,  Haeri,  Seyed  Amin  Seyed,  &  Mohammadi,  Sahar.  (2018).  Airports evaluation 

and ranking model using Taguchi loss function, best-worst method and

VIKOR technique. Journal of Air Transport Management, 68, 4-13.

 

Shojaei,  Payam,  Seyed  Haeri,  Seyed  Amin,  &  Mohammadi,  Sahar.  (2018).  Airports

evaluation and ranking model using Taguchi loss function, best-worst method and VIKOR technique. 

Journal of Air Transport Management, 68, 4-13.

 

Shuwandy, Moceheb Lazam, Zaidan, BB, Zaidan, AA, & Albahri, AS. (2019). Sensor- Based  mHealth  

Authentication  for  Real-Time  Remote  Healthcare  Monitoring System: A Multilayer Systematic 

Review. Journal of medical systems, 43(2), 33.

 

Singh,  Aarushi,  &  Malik,  Sanjay  Kumar.  (2014).  Major  MCDM  Techniques  and  their 

application-A Review. IOSR Journal of Engineering (IOSRJEN), ISSN (e): 2250- 3021, ISSN (p): 

2278-8719 Vol, 4.

 

Sofuoglu, Mehmet Alper, & Orak, Sezan. (2017). A Novel Hybrid Multi Criteria Decision Making  

Model:  Application  to  Turning  Operations.  International  Journal  of Intelligent Systems and 

Applications in Engineering, 5(3), 124-131.

 

Táborský, Miloš, Linhart, Aleš, & Skalická, Hana. (2017). e-Health: A position statement of the 

European Society of Cardiology: Summary of the document prepared by the Czech Society of 

Cardiology. Cor et Vasa, 59(2), e204-e207

 

Talal, Mohammed, Zaidan, AA, Zaidan, BB, Albahri, AS, Alamoodi, AH, Albahri, OS, Shir, WL. (2019). 

Smart home-based IoT for real-time and secure remote health monitoring   of   triage   and   

priority  system   using   body  sensors:   Multi-driven systematic review. Journal of medical 

systems, 43(3), 42.

 

Thokala, Praveen, Devlin, Nancy, Marsh, Kevin, Baltussen, Rob, Boysen, Meindert, Kalo, Zoltan,   

Watkins, John. (2016). Multiple criteria decision analysis for health care decision making—an 

introduction: report 1 of the ISPOR MCDA Emerging Good Practices Task Force. Value in health, 

19(1), 1-13.

 

Tian, Zhang-peng, Wang, Jian-qiang, & Zhang, Hong-yu. (2018). An integrated approach for failure 

mode and effects analysis based on fuzzy best-worst, relative entropy, and VIKOR methods. Applied 

Soft Computing.

 

Trentesaux,  Damien,  Pach,  Cyrille,  Bekrar,  Abdelghani,  Sallez,  Yves,  Berger,  Thierry, 

Bonte,  Thérèse,  .  .  .  Barbosa,  José.  (2013).  Benchmarking  flexible  job-shop scheduling 

and control systems. Control Engineering Practice, 21(9), 1204-1225. Triantafyllidis,  Andreas,  

Koutkias,  Vassilis,  Chouvarda,  Ioanna,  &  Maglaveras,  Nicos. (2008). An open and 

reconfigurable wireless sensor network for pervasive health monitoring.   Paper   presented   at   

the   Pervasive   Computing   Technologies   for

Healthcare, 2008. PervasiveHealth 2008. Second International Conference on.

 

Van  Halteren,  Aart,  Bults,  Richard,  Wac,  Katarzyna,  Konstantas,  Dimitri,  Widya,  Ing, 

Dokovsky, Nicolay, . . . Herzog, Rainer. (2004). Mobile patient monitoring: The mobihealth system. 

Journal on Information Technology in Healthcare, 2(5), 365-

373.

 

Várady,  Péter,  Benyó,  Zoltán,  &  Benyó,  Balázs.  (2002).  An  open  architecture  patient

monitoring system using standard technologies. IEEE transactions on information technology in 

biomedicine, 6(1), 95-98.

 

Varga,  Norbert,  Bokor,  László,  &  Takács,  András.  (2014).  Context-aware  IPv6  flow mobility 

for multi-sensor based mobile patient monitoring and tele-consultation. Procedia Computer Science, 

40, 222-229.

 

Villarreal, Vladimir, Urzaiz, Gabriel, Hervas, Ramon, & Bravo, Jose. (2011). Monitoring 

architecture  to  collect  measurement  data  and  medical  patient  control  through mobile 

devices.

 

Viswanath, K., McCloud, Rachel, Minsky, Sara, Puleo, Elaine, Kontos, Emily, Bigman- Galimore, 

Cabral, . . . Emmons, Karen M. (2013). Internet Use, Browsing, and the Urban Poor: Implications for 

Cancer Control. JNCI Monographs, 2013(47), 199- 205.

 

Wai, A, Fook, F, Jayachandran, Maniyeri, Song, Zheng, Biswas, Jit, Nugent, Chris, . . . Yap, Lin. 

(2008). Smart wireless continence management system for elderly with dementia.  Paper  presented  

at  the  10th  International  Conference  on  e-health Networking, Applications and Services, 

HealthCom.

Wai,  Aung  Aung  Phyo,  Fook,  Victor  Foo  Siang,  Jayachandran,  Maniyeri,  Biswas,  Jit, 

Nugent, Chris, Mulvenna, Maurice, Kiat, Philp Yap Lian. (2008). Smart wireless continence 

management system for persons with dementia.  Telemedicine and e- Health, 14(8), 825-832.

 

Weinstein,  Ronald  S.,  Krupinski,  Elizabeth  A.,  &  Doarn,  Charles  R.  (2018).  Clinical 

Examination  Component  of  Telemedicine,  Telehealth,  mHealth,  and  Connected Health Medical 

Practices. Medical Clinics of North America, 102(3), 533-544.

 

Yang,  Yu-Ping  Ou,  Shieh,  How-Ming,  &  Tzeng,  Gwo-Hshiung.  (2013).  A  VIKOR technique  based 

 on  DEMATEL  and  ANP  for  information  security  risk  control assessment. Information Sciences, 

232, 482-500.

 

Yas,  Qahtan  M,  Zaidan,  AA,  Zaidan,  BB,  Rahmatullah,  Bahbibi,  &  Karim,  H  Abdul. (2017). 

Comprehensive insights into evaluation and benchmarking of real-time skin detectors:   Review,   

open   issues   &   challenges,   and   recommended   solutions. Measurement.

 

Zaidan, AA, Zaidan, BB, Al-Haiqi, Ahmed, Kiah, Miss Laiha Mat, Hussain, Muzammil, & Abdulnabi, 

Mohamed. (2015). Evaluation and  selection of open-source EMR software packages based on integrated 

AHP and TOPSIS. Journal of biomedical

informatics, 53, 390-404.

 

Zaidan,  AA,  Zaidan,  BB,  Hussain,  Muzammil,  Haiqi,  Ahmed,  Kiah,  ML  Mat,  &

Abdulnabi,  Mohamed.  (2015).  Multi-criteria  analysis  for  OS-EMR  software selection problem: A 

comparative study. Decision support systems, 78, 15-27.

 

Zaidan, AA, Zaidan, BB, Kadhem, Z, Larbani, M, Lakulu, Modi B, & Hashim, M. (2015). Challenges, 

alternatives, and paths to sustainability: Better public health promotion using social networking 

pages as key tools. Journal of medical systems, 39(2), 7.

 

Zaidan,  BB,  Haiqi,  Ahmed,  Zaidan,  AA,  Abdulnabi,  Mohamed,  Kiah,  ML  Mat,  & Muzamel,   

Hussaen.   (2015).   A   security   framework   for   nationwide   health information  exchange  

based  on  telehealth  strategy.  Journal  of  medical  systems, 39(5), 51.

 

Zaidan,   BB,   &   Zaidan,   AA.   (2017).   Software   and   hardware   FPGA-based   digital 

watermarking  and  steganography  approaches:  Toward  new  methodology  for evaluation  and  

benchmarking  using  multi-criteria  decision-making  techniques. Journal of Circuits, Systems and 

Computers, 26(07), 1750116.

 

Zaidan,   BB,   &   Zaidan,   AA.   (2018).   Comparative   study   on   the   evaluation   and 

benchmarking information hiding approaches based multi-measurement  analysis using  TOPSIS   method 

  with   different   normalisation,   separation   and   context techniques. Measurement, 117, 

277-294.

 

Zaidan, BB, Zaidan, AA, Abdul Karim, H, & Ahmad, NN. (2017). A new approach based on  

multi-dimensional  evaluation  and  benchmarking  for  data  hiding  techniques. International 

Journal of Information Technology & Decision Making, 1-42.

 

Zaidan,  BB,  Zaidan,  AA,  &  Mat  Kiah,  ML.  (2011).  Impact  of  data  privacy  and 

confidentiality  on  developing  telemedicine  applications:  A  review  participates opinion and 

expert concerns. Int. J. Pharmacol, 7(3), 382-387.

 

Zanjal, Samir V, & Talmale, Girish R. (2016). Medicine reminder and monitoring system for secure 

health using IOT. Procedia Computer Science, 78, 471-476.

 

Zhang, Huiying, Cocosila, Mihail, & Archer, Norm. (2010). Factors of Adoption of Mobile Information 

Technology by Homecare Nurses: A Technology Acceptance Model 2 Approach (Vol. 28).

 

Zhao, Haoran, Guo, Sen, & Zhao, Huiru. (2018). Comprehensive benefit evaluation of eco- industrial 

parks by employing the best-worst method based on circular economy and  sustainability.  

Environment,  Development  and  Sustainability,  20(3),  1229- 1253.

 

Zhu, Guo-Niu, Hu, Jie, Qi, Jin, Gu, Chao-Chen, & Peng, Ying-Hong. (2015). An integrated AHP and 

VIKOR for design concept evaluation based on rough number. Advanced

Engineering Informatics, 29(3), 408-418.

 

Zionts, Stanley. (1979). MCDM—if not a roman numeral, then what? Interfaces, 9(4), 94-

101.

 

Jones, Val, Van Halteren, Aart, Dokovsky, Nikolai, Koprinkov, George, Bults, Richard,

Konstantas, Dimitri, & Herzog, Rainer. (2006). Mobihealth: Mobile health services

based on body area networks M-Health (pp. 219-236): Springer.


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