LinkedIn

 آمار

تعداد نشریات20
تعداد شماره‌ها1,149
تعداد مقالات10,518
تعداد مشاهده مقاله45,416,116
تعداد دریافت فایل اصل مقاله11,291,832
Azadi Parand, Fereshteh, Tavakoli-Golpaygani, Ali, Rezvani, Farzaneh. (1400). Medical Device Risk Assessment Based on Ordered Weighted Averaging Aggregation Operator. سامانه مدیریت نشریات علمی, 11(5), 621-628. doi: 10.31661/jbpe.v0i0.1133
Fereshteh Azadi Parand; Ali Tavakoli-Golpaygani; Farzaneh Rezvani. "Medical Device Risk Assessment Based on Ordered Weighted Averaging Aggregation Operator". سامانه مدیریت نشریات علمی, 11, 5, 1400, 621-628. doi: 10.31661/jbpe.v0i0.1133
Azadi Parand, Fereshteh, Tavakoli-Golpaygani, Ali, Rezvani, Farzaneh. (1400). 'Medical Device Risk Assessment Based on Ordered Weighted Averaging Aggregation Operator', سامانه مدیریت نشریات علمی, 11(5), pp. 621-628. doi: 10.31661/jbpe.v0i0.1133
Azadi Parand, Fereshteh, Tavakoli-Golpaygani, Ali, Rezvani, Farzaneh. Medical Device Risk Assessment Based on Ordered Weighted Averaging Aggregation Operator. سامانه مدیریت نشریات علمی, 1400; 11(5): 621-628. doi: 10.31661/jbpe.v0i0.1133

Medical Device Risk Assessment Based on Ordered Weighted Averaging Aggregation Operator

Journal of Biomedical Physics and Engineering
مقاله 8، دوره 11، شماره 5، دی 2021، صفحه 621-628    اصل مقاله (605.28 K)
نوع مقاله: Original Research
شناسه دیجیتال (DOI): 10.31661/jbpe.v0i0.1133
نویسندگان
Fereshteh Azadi Parand* 1، 2؛ Ali Tavakoli-Golpaygani3؛ Farzaneh Rezvani4
1PhD, Assistant Professor, Department of Math and Computer Science, Allameh Tabataba’i University, Tehran, Iran
2PhD, Visiting Fellow, School of Computing, Eng and Math, Western Sydney University, Sydney, Australia
3PhD, Assistant Professor, Department of Biomedical Engineering, Research Center of Technology and Engineering, Standard Research Institiute, Karaj, Iran
4MSc, Department of Math and Computer Science, Allameh Tabataba’i University, Tehran, Iran
چکیده
Background: A medical device is any instrument, apparatus, implement, machine, appliance, software, material, which is intended material, to be utilized, either alone or in combination, for medical purpose. These devices should work precisely and the maintenance program of them has also a key role to achieve this goal. Many of the maintenance programs have not considered important functional parameters such as equipment type, risk factors, and expert opinion.
Objective: The purpose of this study is to present a novel fuzzy method for medical device risk assessment. The obtained values for risk could be used to prioritize maintenance operations by considering allocation budget.
Material and Methods: This experimental study aims to make a new application of Ordered-Weighted Average operator in aggregation of different parameters for calculating Risk Priority Number. This model is a fuzzy multi-criteria decision making approach based on risk maintenance framework for medical device prioritization.
Results: A limited budget is one of the barrier in medical centers. The suggested framework presents a simple and reliable method to choose the best maintenance strategy for each kind of medical device by considering budget limitation. Based on obtained results from numerical model, defibrillators and surgical suction have respectively the highest and the lowest priority in mentioned example.
Conclusion: Risk prioritization of medical devices is valuable because the medical centers can prioritize maintenance operations and thereby to establish preference of maintenance strategy. Implementation of our proposed maintenance program has many effective results in medical center budgets.
کلیدواژه‌ها
Medical Device؛ Maintenance Program؛ Risk Priority؛ Fuzzy Logic؛ Ordered Weighted Averaging Operator؛ Risk Assessment
سایر فایل های مرتبط با مقاله
مراجع
  1. Dyro JF. Clinical Engineering Handbook. Amsterdam: Elsevier; 2003.
  2. Fennigkoh L, Smith B. Clinical equipment management. JCAHO PTSM Series. 1989;2:5-14.
  3. Joint Commission on Accreditation of Healthcare Organizations. Hospital accreditation standards, Oakbrook Terrace, IL. JACAHO; 2004.
  4. Tawfik B, Ouda BK, El Samad YMA. A fuzzy logic model for medical equipment risk classification. J Clin Eng. 2013;38:185-90. doi: 10.1097/jce.0b013e3182a90445.
  5. American Society for Healthcare Engineering of the American Hospital Association. Clinical Equipment Risk Classification. USA: ASHE/AHA; 1996.
  6. Yager RR. On ordered weighted averaging aggregation operators in multicriteria decisionmaking. IEEE Transactions on Systems, Man, and Cybernetics. 1988;18:183-90. doi: 10.1109/21.87068.
  7. Jamshidi A, Rahimi SA, Ait-Kadi D, Ruiz A. A comprehensive fuzzy risk-based maintenance framework for prioritization of medical devices. Applied Soft Computing. 2015;32:322-34. doi: 10.1016/j.asoc.2015.03.054.
  8. Wang Y-M, Chin K-S, Poon GKK, Yang J-B. Risk evaluation in failure mode and effects analysis using fuzzy weighted geometric mean. Expert Systems with Applications. 2009;36:1195-207. doi: 10.1016/j.eswa.2007.11.028.
آمار
تعداد مشاهده مقاله: 1,516
تعداد دریافت فایل اصل مقاله: 673


سامانه مدیریت نشریات علمی. قدرت گرفته از سیناوب