{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T03:23:05Z","timestamp":1780716185828,"version":"3.54.1"},"reference-count":77,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1007\/s11517-022-02602-3","type":"journal-article","created":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T07:03:04Z","timestamp":1656658984000},"page":"2423-2444","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Prioritizing the glucose-lowering medicines for type 2 diabetes by an extended fuzzy decision-making approach with target-based attributes"],"prefix":"10.1007","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0296-4025","authenticated-orcid":false,"given":"Maryam","family":"Eghbali-Zarch","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Reza","family":"Tavakkoli-Moghaddam","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fatemeh","family":"Esfahanian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sara","family":"Masoud","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,7,1]]},"reference":[{"key":"2602_CR1","unstructured":"International Diabetes Federation. IDF diabetes Atlas. 10th ed. Brussels, Belgium: International Diabetes Federation; 2021 [cited 2021 Dec 13]. Available from: http:\/\/www.diabetesatlas.org."},{"issue":"5","key":"2602_CR2","doi-asserted-by":"publisher","first-page":"917","DOI":"10.2337\/dci18-0007","volume":"41","author":"American Diabetes Association","year":"2018","unstructured":"American Diabetes Association (2018) Economic costs of diabetes in the US in 2017. Diabetes Care 41(5):917\u2013928","journal-title":"Diabetes Care"},{"key":"2602_CR3","unstructured":"Type 2 diabetes, International Diabetes Federation; 2020 [cited 2021 Nov 22]. Available from: http:\/\/www.idf.org\/aboutdiabetes\/type-2-diabetes."},{"issue":"8","key":"2602_CR4","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1016\/S0300-8932(02)76714-6","volume":"55","author":"R Sim\u00f3","year":"2002","unstructured":"Sim\u00f3 R, Hern\u00e1ndez C (2002) Treatment of diabetes mellitus: general goals, and clinical practice management. Rev Esp Cardiol 55(8):845\u2013860","journal-title":"Rev Esp Cardiol"},{"issue":"6","key":"2602_CR5","first-page":"713","volume":"43","author":"E Nasli-Esfahani","year":"2014","unstructured":"Nasli-Esfahani E, Peimani M, Rambod C, Omidvar M, Larijani B (2014) Developing a clinical diabetes guideline in diabetes research network in Iran. Iran J Public Health 43(6):713","journal-title":"Iran J Public Health"},{"issue":"6","key":"2602_CR6","doi-asserted-by":"publisher","first-page":"1448","DOI":"10.2337\/dc06-2499","volume":"30","author":"RW Grant","year":"2007","unstructured":"Grant RW, Wexler DJ, Watson AJ, Lester WT, Cagliero E, Campbell EG, Nathan DM (2007) How doctors choose medications to treat type 2 diabetes: a national survey of specialists and academic generalists. Diabetes Care 30(6):1448\u20131453","journal-title":"Diabetes Care"},{"key":"2602_CR7","doi-asserted-by":"crossref","unstructured":"American Diabetes Association. 9. Pharmacologic approaches to glycemic treatment: Standards of Medical Care in Diabetes\u20142020. Diabetes care. 2020 Jan 1;43(Supplement 1):S98\u2013110.","DOI":"10.2337\/dc20-S009"},{"key":"2602_CR8","unstructured":"2020 ADA guidelines: medications for type 2 diabetes, Tashko G; 2020 [cited 2021 Nov 22]. Available from: https:\/\/www.gertitashkomd.com\/blog\/2020\/3\/15\/2020-ada-guidelines-medications-for-type-2-diabetes"},{"issue":"352","key":"2602_CR9","doi-asserted-by":"publisher","first-page":"i1663","DOI":"10.1136\/bmj.i1663","volume":"30","author":"VM Montori","year":"2016","unstructured":"Montori VM (2016 Mar) Selecting the right drug treatment for adults with type 2 diabetes. BMJ 30(352):i1663. https:\/\/doi.org\/10.1136\/bmj.i1663","journal-title":"BMJ"},{"key":"2602_CR10","unstructured":"Mayo clinic. Diabetes Medication Choice Decision Conversation Aid. 2020 [cited 2021 Nov 22]. Available from: https:\/\/diabetesdecisionaid.mayoclinic.org\/index"},{"issue":"4","key":"2602_CR11","doi-asserted-by":"publisher","first-page":"229","DOI":"10.2165\/11539470-000000000-00000","volume":"3","author":"JG Dolan","year":"2010","unstructured":"Dolan JG (2010) Multi-criteria clinical decision support. Patient: Patient-Centered Outcomes Res 3(4):229\u2013248","journal-title":"Patient: Patient-Centered Outcomes Res"},{"issue":"5","key":"2602_CR12","doi-asserted-by":"publisher","first-page":"e0126625","DOI":"10.1371\/journal.pone.0126625","volume":"10","author":"NM Maruthur","year":"2015","unstructured":"Maruthur NM, Joy SM, Dolan JG, Shihab HM, Singh S (2015) Use of the analytic hierarchy process for medication decision-making in type 2 diabetes. PLoS ONE 10(5):e0126625","journal-title":"PLoS ONE"},{"issue":"4","key":"2602_CR13","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1007\/s11517-016-1534-5","volume":"55","author":"D Peteiro-Barral","year":"2017","unstructured":"Peteiro-Barral D, Remeseiro B, M\u00e9ndez R, Penedo MG (2017) Evaluation of an automatic dry eye test using MCDM methods and rank correlation. Med Biol Eng Compu 55(4):527\u2013536","journal-title":"Med Biol Eng Compu"},{"issue":"1","key":"2602_CR14","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1177\/0272989X08323299","volume":"29","author":"JC Felli","year":"2009","unstructured":"Felli JC, Noel RA, Cavazzoni PA (2009) A multiattribute model for evaluating the benefit-risk profiles of treatment alternatives. Med Decis Making 29(1):104\u2013115","journal-title":"Med Decis Making"},{"issue":"87","key":"2602_CR15","doi-asserted-by":"publisher","first-page":"949","DOI":"10.1016\/j.matdes.2015.08.087","volume":"15","author":"A Hafezalkotob","year":"2015","unstructured":"Hafezalkotob A, Hafezalkotob A (2015) Comprehensive MULTIMOORA method with target-based attributes and integrated significant coefficients for materials selection in biomedical applications. Mater Des 15(87):949\u2013959","journal-title":"Mater Des"},{"key":"2602_CR16","first-page":"2021","volume":"22","author":"FS Yildirim","year":"2021","unstructured":"Yildirim FS, Sayan M, Sanlidag T, Uzun B, Ozsahin DU, Ozsahin I (2021) Comparative evaluation of the treatment of COVID-19 with multicriteria decision-making techniques. J Healthcare Eng 22:2021","journal-title":"J Healthcare Eng"},{"issue":"3","key":"2602_CR17","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/j.jsps.2020.01.014","volume":"28","author":"K Al-Rubeaan","year":"2020","unstructured":"Al-Rubeaan K, Bana FA, Alruwaily FG, Sheshah E, Alnaqeb D, AlQahtani AM, Ewais D, Al Juhani N, Hassan AH, Youssef AM (2020) Physicians\u2019 choices in the first-and second-line management of type 2 diabetes in the Kingdom of Saudi Arabia. Saudi Pharmaceutical J 28(3):329\u2013337","journal-title":"Saudi Pharmaceutical J"},{"issue":"87","key":"2602_CR18","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.artmed.2018.03.003","volume":"1","author":"M Eghbali-Zarch","year":"2018","unstructured":"Eghbali-Zarch M, Tavakkoli-Moghaddam R, Esfahanian F, Sepehri MM, Azaron A (2018) Pharmacological therapy selection of type 2 diabetes based on the SWARA and modified MULTIMOORA methods under a fuzzy environment. Artif Intell Med 1(87):20\u201333","journal-title":"Artif Intell Med"},{"issue":"94","key":"2602_CR19","doi-asserted-by":"publisher","first-page":"106441","DOI":"10.1016\/j.asoc.2020.106441","volume":"1","author":"P Rani","year":"2020","unstructured":"Rani P, Mishra AR, Mardani A (2020) An extended Pythagorean fuzzy complex proportional assessment approach with new entropy and score function: application in pharmacological therapy selection for type 2 diabetes. Appl Soft Comput 1(94):106441","journal-title":"Appl Soft Comput"},{"key":"2602_CR20","doi-asserted-by":"crossref","unstructured":"Nag K, Helal M (2018) Multicriteria Inventory Classification of Diabetes Drugs Using a Comparison of AHP and Fuzzy AHP Models. In 2018 IEEE Int Conf Industrial Eng Eng Manag (IEEM) 1456\u20131460. IEEE.","DOI":"10.1109\/IEEM.2018.8607678"},{"issue":"1","key":"2602_CR21","doi-asserted-by":"publisher","first-page":"67","DOI":"10.14419\/ijbas.v5i1.5607","volume":"5","author":"MA Balubaid","year":"2016","unstructured":"Balubaid MA, Basheikh MA (2016) Using the analytic hierarchy process to prioritize alternative medicine: selecting the most suitable medicine for patients with diabetes. Int J Basic Appl Sci 5(1):67","journal-title":"Int J Basic Appl Sci"},{"key":"2602_CR22","doi-asserted-by":"crossref","unstructured":"Chen RC, Chiu JY, Batj CT (2011) The recommendation of medicines based on multiple criteria decision making and domain ontology\u2014an example of anti-diabetic medicines. In2011 Int Conf Machine Learn Cybernetics 1, 27\u201332. IEEE.","DOI":"10.1109\/ICMLC.2011.6016682"},{"key":"2602_CR23","doi-asserted-by":"crossref","unstructured":"Ahmed S, Roy S, Alam GR (2021) Benchmarking and Selecting Optimal Diabetic Retinopathy Detecting Machine Learning Model using Entropy and TOPSIS Method. In2021 Int Conf Electrical Comput Communications Mechatronics Eng (ICECCME) 1\u20136. IEEE.","DOI":"10.1109\/ICECCME52200.2021.9591153"},{"key":"2602_CR24","doi-asserted-by":"crossref","unstructured":"Chang HY, Lo CL, Chang HL (2021) Development of the benefit-risk assessment of complementary and alternative medicine use in people with diabetes: a Delphi-analytic hierarchy process approach. Computers, Informatics, Nursing: CIN.","DOI":"10.1097\/CIN.0000000000000749"},{"issue":"13","key":"2602_CR25","first-page":"4069","volume":"12","author":"QM Yas","year":"2021","unstructured":"Yas QM (2021) Evaluation multi diabetes mellitus symptoms by integrated fuzzy-based MCDM approach. Turkish J Comput Math Educ (TURCOMAT) 12(13):4069\u20134082","journal-title":"Turkish J Comput Math Educ (TURCOMAT)"},{"issue":"76","key":"2602_CR26","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/j.asoc.2018.12.004","volume":"1","author":"K Ahmadi","year":"2019","unstructured":"Ahmadi K, Ebrahimi M (2019) A novel algorithm based on information diffusion and fuzzy MADM methods for analysis of damages caused by diabetes crisis. Appl Soft Comput 1(76):205\u2013220","journal-title":"Appl Soft Comput"},{"key":"2602_CR27","doi-asserted-by":"crossref","unstructured":"Gupta K, Roy S, Poonia RC, Nayak SR, Kumar R, Alzahrani KJ, Alnfiai MM, Al-Wesabi FN (2022) Evaluating the usability of mhealth applications on type 2 diabetes mellitus using various MCDM methods. InHealthcare 10, No. 1. Multidisciplinary Digital Publishing Institute (MDPI)","DOI":"10.3390\/healthcare10010004"},{"issue":"1","key":"2602_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12911-018-0723-6","volume":"19","author":"X Wang","year":"2019","unstructured":"Wang X, He L, Zhu K, Zhang S, Xin L, Xu W, Guan Y (2019) An integrated model to evaluate the impact of social support on improving self-management of type 2 diabetes mellitus. BMC Med Inform Decis Mak 19(1):1\u20132","journal-title":"BMC Med Inform Decis Mak"},{"key":"2602_CR29","doi-asserted-by":"crossref","unstructured":"Sharawat K, Dubey SK (2018) Diet Recommendation for Diabetic Patients Using MCDM Approach. In Intelligent Communication, Control Devices (pp. 239\u2013246). Springer, Singapore.","DOI":"10.1007\/978-981-10-5903-2_26"},{"issue":"1","key":"2602_CR30","first-page":"11","volume":"6","author":"M Ebrahimi","year":"2017","unstructured":"Ebrahimi M, Ahmadi K (2017 Jun 16) Diabetes-related complications severity analysis based on hybrid fuzzy multi-criteria decision making approaches. Front Health Inform 6(1):11\u201322","journal-title":"Front Health Inform"},{"key":"2602_CR31","doi-asserted-by":"crossref","unstructured":"M\u00fchlbacher AC, Bethge S, Kaczynski A, Juhnke C (2015) Objective criteria in the medicinal therapy for type II diabetes: an analysis of the patients\u2019 perspective with analytic hierarchy process and best-worst scaling. Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)), 78(5):326\u2013336","DOI":"10.1055\/s-0034-1390474"},{"key":"2602_CR32","doi-asserted-by":"crossref","unstructured":"Wang M, Liu YW, Li X (2014) Type-2 diabetes management using analytic hierarchy process and analytic network process. In Proc 11th IEEE Int Conf Networking Sens Control 655\u2013660).IEEE.","DOI":"10.1109\/ICNSC.2014.6819703"},{"issue":"1","key":"2602_CR33","first-page":"43","volume":"32","author":"CI Bondor","year":"2013","unstructured":"Bondor CI, Kacso IM, Lenghel A, Istrate D, Muresan A (2013) VIKOR method for diabetic nephropathy risk factors analysis. Appl Med Inform 32(1):43\u201352","journal-title":"Appl Med Inform"},{"issue":"4","key":"2602_CR34","doi-asserted-by":"publisher","first-page":"324","DOI":"10.1007\/s10729-011-9166-7","volume":"14","author":"S Mehrotra","year":"2011","unstructured":"Mehrotra S, Kim K (2011) Outcome based state budget allocation for diabetes prevention programs using multi-criteria optimization with robust weights. Health Care Manag Sci 14(4):324\u2013337","journal-title":"Health Care Manag Sci"},{"key":"2602_CR35","doi-asserted-by":"crossref","unstructured":"Amin-Naseri MR, Neshat N (2011) An expert system based on analytical hierarchy process for diabetes risk assessment (DIABRA). In Int Conf Swarm Intelligence 252-259. Springer, Berlin, Heidelberg.","DOI":"10.1007\/978-3-642-21524-7_30"},{"key":"2602_CR36","doi-asserted-by":"crossref","unstructured":"Ricciardi W, Cascini F (2021) Guidelines and safety practices for improving patient safety. In Textbook Patient Safe Clin Risk Manag 3\u201318. Springer, Cham.","DOI":"10.1007\/978-3-030-59403-9_1"},{"issue":"6","key":"2602_CR37","doi-asserted-by":"publisher","first-page":"1591","DOI":"10.1007\/s13762-020-02922-7","volume":"18","author":"M \u015eahin","year":"2021","unstructured":"\u015eahin M (2021) A comprehensive analysis of weighting and multicriteria methods in the context of sustainable energy. Int J Environ Sci Technol 18(6):1591\u20131616","journal-title":"Int J Environ Sci Technol"},{"key":"2602_CR38","doi-asserted-by":"crossref","unstructured":"Eghbali-Zarch M, Tavakkoli-Moghaddam R, Dehghan-Sanej K, Kaboli A (2021) Prioritizing the effective strategies for construction and demolition waste management using fuzzy IDOCRIW and WASPAS methods. Eng Construction Architectural Manag","DOI":"10.1108\/ECAM-08-2020-0617"},{"key":"2602_CR39","doi-asserted-by":"crossref","unstructured":"Baykaso\u011flu A, G\u00f6lc\u00fck \u0130 (2019) Revisiting ranking accuracy within WASPAS method. Kybernetes.","DOI":"10.1108\/K-01-2019-0052"},{"issue":"5","key":"2602_CR40","doi-asserted-by":"publisher","first-page":"121","DOI":"10.3390\/info9050121","volume":"9","author":"G Stoji\u0107","year":"2018","unstructured":"Stoji\u0107 G, Stevi\u0107 \u017d, Antuchevi\u010dien\u0117 J, Pamu\u010dar D, Vasiljevi\u0107 M (2018) A novel rough WASPAS approach for supplier selection in a company manufacturing PVC carpentry products. Information 9(5):121","journal-title":"Information"},{"key":"2602_CR41","doi-asserted-by":"publisher","first-page":"1000","DOI":"10.1016\/j.matdes.2013.02.064","volume":"49","author":"A Jahan","year":"2013","unstructured":"Jahan A, Edwards KL (2013) Weighting of dependent and target-based criteria for optimal decision-making in materials selection process: biomedical applications. Mater Des 49:1000\u20131008","journal-title":"Mater Des"},{"key":"2602_CR42","doi-asserted-by":"crossref","unstructured":"Zadeh LA (1996) Fuzzy sets. InFuzzy sets, fuzzy logic, and fuzzy systems: selected papers by Lotfi A Zadeh 394\u2013432","DOI":"10.1142\/9789814261302_0021"},{"issue":"4","key":"2602_CR43","doi-asserted-by":"publisher","first-page":"05015001","DOI":"10.1061\/(ASCE)EI.1943-5541.0000241","volume":"141","author":"M Shan","year":"2015","unstructured":"Shan M, Chan AP, Le Y, Xia B, Hu Y (2015) Measuring corruption in public construction projects in China. J Professional Issues Eng Educ Practice 141(4):05015001","journal-title":"J Professional Issues Eng Educ Practice"},{"issue":"3","key":"2602_CR44","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/0020-0255(75)90036-5","volume":"8","author":"LA Zadeh","year":"1975","unstructured":"Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning\u2014I. Inf Sci 8(3):199\u2013249","journal-title":"Inf Sci"},{"issue":"4","key":"2602_CR45","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1016\/0020-0255(75)90046-8","volume":"8","author":"LA Zadeh","year":"1975","unstructured":"Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning\u2014II. Inf Sci 8(4):301\u2013357","journal-title":"Inf Sci"},{"issue":"1","key":"2602_CR46","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/0020-0255(75)90017-1","volume":"9","author":"LA Zadeh","year":"1975","unstructured":"Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning-III. Inf Sci 9(1):43\u201380","journal-title":"Inf Sci"},{"key":"2602_CR47","first-page":"2014","volume":"1","author":"X Zhang","year":"2014","unstructured":"Zhang X, Ma W, Chen L (2014) New similarity of triangular fuzzy number and its application. Sci World Journal 1:2014","journal-title":"Sci World Journal"},{"issue":"9","key":"2602_CR48","doi-asserted-by":"publisher","first-page":"7961","DOI":"10.1016\/j.eswa.2012.01.100","volume":"39","author":"A Bale\u017eentis","year":"2012","unstructured":"Bale\u017eentis A, Bale\u017eentis T, Brauers WK (2012) Personnel selection based on computing with words and fuzzy MULTIMOORA. Expert Syst Appl 39(9):7961\u20137967","journal-title":"Expert Syst Appl"},{"key":"2602_CR49","doi-asserted-by":"crossref","unstructured":"Zardari NH, Ahmed K, Shirazi SM, Yusop ZB (2015) Weighting methods and their effects on multi-criteria decision making model outcomes in water resources management. Springer","DOI":"10.1007\/978-3-319-12586-2"},{"issue":"9","key":"2602_CR50","doi-asserted-by":"publisher","first-page":"2263","DOI":"10.1016\/j.rser.2009.06.021","volume":"13","author":"JJ Wang","year":"2009","unstructured":"Wang JJ, Jing YY, Zhang CF, Zhao JH (2009) Review on multi-criteria decision analysis aid in sustainable energy decision-making. Renew Sustain Energy Rev 13(9):2263\u20132278","journal-title":"Renew Sustain Energy Rev"},{"issue":"1","key":"2602_CR51","first-page":"1","volume":"9","author":"N Zoraghi","year":"2013","unstructured":"Zoraghi N, Amiri M, Talebi G, Zowghi M (2013) A fuzzy MCDM model with objective and subjective weights for evaluating service quality in hotel industries. J Industrial EngInt 9(1):1\u20133","journal-title":"J Industrial EngInt"},{"issue":"3\u20134","key":"2602_CR52","first-page":"420","volume":"1","author":"H Liu","year":"2005","unstructured":"Liu H, Kong F (2005) A new MADM algorithm based on fuzzy subjective and objective integrated weights. Int J Inform Syst Sci Comput Inform 1(3\u20134):420\u2013427","journal-title":"Int J Inform Syst Sci Comput Inform"},{"issue":"1","key":"2602_CR53","doi-asserted-by":"publisher","first-page":"53","DOI":"10.3390\/e12010053","volume":"12","author":"FH Lotfi","year":"2010","unstructured":"Lotfi FH, Fallahnejad R (2010) Imprecise \u2018Shannon\u2019s entropy and multi attribute decision making. Entropy 12(1):53\u201362","journal-title":"Entropy"},{"issue":"6","key":"2602_CR54","doi-asserted-by":"publisher","first-page":"3","DOI":"10.5755\/j01.eee.122.6.1810","volume":"122","author":"EK Zavadskas","year":"2012","unstructured":"Zavadskas EK, Turskis Z, Antucheviciene J, Zakarevicius A (2012) Optimization of weighted aggregated sum product assessment. Elektronika ir elektrotechnika 122(6):3\u20136","journal-title":"Elektronika ir elektrotechnika"},{"issue":"6","key":"2602_CR55","doi-asserted-by":"publisher","first-page":"113","DOI":"10.15837\/ijccc.2015.6.2078","volume":"10","author":"Z Turskis","year":"2015","unstructured":"Turskis Z, Zavadskas EK, Antucheviciene J, Kosareva N (2015) A hybrid model based on fuzzy AHP and fuzzy WASPAS for construction site selection. Int J Comput Communications Control 10(6):113\u2013128","journal-title":"Int J Comput Communications Control"},{"issue":"24","key":"2602_CR56","doi-asserted-by":"publisher","first-page":"1013","DOI":"10.1016\/j.asoc.2014.08.031","volume":"1","author":"EK Zavadskas","year":"2014","unstructured":"Zavadskas EK, Antucheviciene J, Hajiagha SH, Hashemi SS (2014) Extension of weighted aggregated sum product assessment with interval-valued intuitionistic fuzzy numbers (WASPAS-IVIF). Appl Soft Comput 1(24):1013\u20131021","journal-title":"Appl Soft Comput"},{"issue":"2","key":"2602_CR57","doi-asserted-by":"publisher","first-page":"424","DOI":"10.3390\/su11020424","volume":"11","author":"Z Turskis","year":"2019","unstructured":"Turskis Z, Goranin N, Nurusheva A, Boranbayev S (2019) A fuzzy WASPAS-based approach to determine critical information infrastructures of EU sustainable development. Sustainability 11(2):424","journal-title":"Sustainability"},{"issue":"148","key":"2602_CR58","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.compag.2018.03.012","volume":"1","author":"A Hafezalkotob","year":"2018","unstructured":"Hafezalkotob A, Hami-Dindar A, Rabie N, Hafezalkotob A (2018) A decision support system for agricultural machines and equipment selection: a case study on olive harvester machines. Comput Electron Agric 1(148):207\u2013216","journal-title":"Comput Electron Agric"},{"issue":"57","key":"2602_CR59","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1016\/j.engappai.2016.10.018","volume":"1","author":"A Hafezalkotob","year":"2017","unstructured":"Hafezalkotob A, Hafezalkotob A (2017) Interval target-based VIKOR method supported on interval distance and preference degree for machine selection. Eng Appl Artif Intell 1(57):184\u2013196","journal-title":"Eng Appl Artif Intell"},{"issue":"Supplement 1","key":"2602_CR60","first-page":"S1","volume":"43","author":"American Diabetes Association","year":"2020","unstructured":"American Diabetes Association (2020) Introduction: standards of medical care in diabetes. Diabetes Care 43(Supplement 1):S1\u2013S2","journal-title":"Diabetes Care"},{"issue":"Suppl 1","key":"2602_CR61","first-page":"S124","volume":"42","author":"D Care","year":"2019","unstructured":"Care D (2019) Standards of medical care in diabetes 2019. Diabetes Care 42(Suppl 1):S124-138","journal-title":"Diabetes Care"},{"issue":"suppl 1","key":"2602_CR62","doi-asserted-by":"publisher","first-page":"s33","DOI":"10.2337\/diacare.26.2007.S33","volume":"26","author":"American Diabetes Association","year":"2003","unstructured":"American Diabetes Association (2003) Standards of medical care for patients with diabetes mellitus. Diabetes Care 26(suppl 1):s33-50","journal-title":"Diabetes Care"},{"key":"2602_CR63","unstructured":"Type 2 diabetes, American diabetes association; [cited 2021 Nov 22]. Available from: http:\/\/ https:\/\/www.diabetes.org\/diabetes\/type-2"},{"key":"2602_CR64","unstructured":"Type 2 diabetes, Mayo clinic; [cited 2021 Nov 22]. Available from: https:\/\/www.mayoclinic.org\/diseases-conditions\/type-2-diabetes\/diagnosis-treatment\/drc-20351199"},{"key":"2602_CR65","unstructured":"Insulin, Medicines, & Other Diabetes Treatments, U.S. Department of Health and Human Services, National Institutes of Health; [cited 2021 Nov 22]. Available from: https:\/\/www.niddk.nih.gov\/health-information\/diabetes\/overview\/insulin-medicines-treatments"},{"key":"2602_CR66","doi-asserted-by":"crossref","unstructured":"Moin T, Martin JM, Mangione CM, Grotts J, Turk N, Norris KC, Tseng CH, Jeffers KS, Castellon-Lopez Y, Frosch DL, Duru OK (2021) Choice of intensive lifestyle change and\/or metformin after shared decision making for diabetes prevention: results from the Prediabetes Informed Decisions and Education (PRIDE) Study. Med Decision Making, p.0272989X211001279","DOI":"10.1177\/0272989X211001279"},{"key":"2602_CR67","unstructured":"IDF Clinical Practice Recommendations for Managing Type 2 Diabetes in Primary Care, 2018 [cited 2021 Nov 22]. Available from: https:\/\/www.idf.org\/e-library\/guidelines\/128-idf-clinical-practice-recommendations-for-managing-type-2-diabetes-in-primary-care.html"},{"key":"2602_CR68","doi-asserted-by":"crossref","unstructured":"American Diabetes Association (2021) 9. Pharmacologic approaches to glycemic treatment: standards of Medical Care in Diabetes\u20142021. Diabetes Care 44(Supplement 1):S111\u201324.","DOI":"10.2337\/dc21-S009"},{"issue":"5","key":"2602_CR69","doi-asserted-by":"publisher","first-page":"1338","DOI":"10.2337\/dc13-1901","volume":"37","author":"Y Zhang","year":"2014","unstructured":"Zhang Y, McCoy RG, Mason JE, Smith SA, Shah ND, Denton BT (2014) Second-line agents for glycemic control for type 2 diabetes: are newer agents better? Diabetes Care 37(5):1338\u20131345","journal-title":"Diabetes Care"},{"issue":"8","key":"2602_CR70","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1177\/0954411919853394","volume":"233","author":"M Eghbali-Zarch","year":"2019","unstructured":"Eghbali-Zarch M, Tavakkoli-Moghaddam R, Esfahanian F, Azaron A, Sepehri MM (2019) A Markov decision process for modeling adverse drug reactions in medication treatment of type 2 diabetes. Proc Inst Mech Eng [H] 233(8):793\u2013811","journal-title":"Proc Inst Mech Eng [H]"},{"issue":"4","key":"2602_CR71","doi-asserted-by":"publisher","first-page":"237","DOI":"10.2337\/ds17-0030","volume":"30","author":"CT Bramante","year":"2017","unstructured":"Bramante CT, Lee CJ, Gudzune KA (2017) Treatment of obesity in patients with diabetes. Diabetes Spectrum 30(4):237\u2013243","journal-title":"Diabetes Spectrum"},{"issue":"1","key":"2602_CR72","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10479-019-03156-8","volume":"280","author":"T Razzaghi","year":"2019","unstructured":"Razzaghi T, Safro I, Ewing J, Sadrfaridpour E, Scott JD (2019) Predictive models for bariatric surgery risks with imbalanced medical datasets. Ann Oper Res 280(1):1\u20138","journal-title":"Ann Oper Res"},{"issue":"4","key":"2602_CR73","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1111\/dom.12854","volume":"19","author":"F Bonnet","year":"2017","unstructured":"Bonnet F, Scheen A (2017) Understanding and overcoming metformin gastrointestinal intolerance. Diabetes Obes Metab 19(4):473\u2013481","journal-title":"Diabetes Obes Metab"},{"issue":"1","key":"2602_CR74","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12933-018-0728-6","volume":"17","author":"TR Einarson","year":"2018","unstructured":"Einarson TR, Acs A, Ludwig C, Panton UH (2018) Prevalence of cardiovascular disease in type 2 diabetes: a systematic literature review of scientific evidence from across the world in 2007\u20132017. Cardiovasc Diabetol 17(1):1\u20139","journal-title":"Cardiovasc Diabetol"},{"issue":"1","key":"2602_CR75","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/0377-2217(90)90057-I","volume":"48","author":"TL Saaty","year":"1990","unstructured":"Saaty TL (1990) How to make a decision: the analytic hierarchy process. Eur J Oper Res 48(1):9\u201326","journal-title":"Eur J Oper Res"},{"issue":"4","key":"2602_CR76","first-page":"831","volume":"2","author":"VM Athawale","year":"2011","unstructured":"Athawale VM, Chakraborty S (2011) A comparative study on the ranking performance of some multi-criteria decision-making methods for industrial robot selection. Int J Ind Eng Comput 2(4):831\u2013850","journal-title":"Int J Ind Eng Comput"},{"issue":"2","key":"2602_CR77","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1111\/dom.13088","volume":"20","author":"K Khunti","year":"2018","unstructured":"Khunti K, Gomes MB, Pocock S, Shestakova MV, Pintat S, Fenici P, Hammar N, Medina J (2018) Therapeutic inertia in the treatment of hyperglycaemia in patients with type 2 diabetes: a systematic review. Diabetes Obes Metab 20(2):427\u2013437","journal-title":"Diabetes Obes Metab"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-022-02602-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11517-022-02602-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-022-02602-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,19]],"date-time":"2022-07-19T04:09:30Z","timestamp":1658203770000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11517-022-02602-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,1]]},"references-count":77,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2022,8]]}},"alternative-id":["2602"],"URL":"https:\/\/doi.org\/10.1007\/s11517-022-02602-3","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7,1]]},"assertion":[{"value":"10 February 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 June 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 July 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}