A comprehensive overview of decision fusion technique in healthcare : a systematic scoping review
المؤلفون المشاركون
Tara, Mahmud
Nizari, Ilham
Chang, Ho-Chun Herbert
Dildar, Kulthum
Pour, Rida
Avan, Amir
Muhrabian, Amin
Tabsh, Hamid
المصدر
Iranian Red Crescent Medical Journal
العدد
المجلد 22، العدد 10 (31 أكتوبر/تشرين الأول 2020)، ص ص. 1-17، 17ص.
الناشر
تاريخ النشر
2020-10-31
دولة النشر
الإمارات العربية المتحدة
عدد الصفحات
17
التخصصات الرئيسية
الملخص EN
Context: Decision fusion has emerged as a data management technique due to the diversity and scalability of data in health care.
This first-scope review aimed to investigate the use of this technique in health care.
Evidence Acquisition: A query was carried out on PubMed, Science Direct, and EMBASE within 1960-2017 using such keywords as decision fusion, information fusion, symbolic fusion, distributed decisions, expert fusion, and sensor fusion, in conjunction with med-* and health-care.
The articles were analyzed in terms of methodology and results.
Results: The literature search yielded 106 articles.
Based on the results, in the field of health care, the articles were related to image processing (29%), sensors (22%), diagnosis area(10%), biology (6%), health informatics (8%), and signal process (15%).
The majority of articles were published in 2011, 2012, and 2015, and the USA had the largest number of articles.
Most of the articles were about engineering and basic sciences.
Regarding healthcare, the majority of studies were conducted on the diagnosis of diseases (80%), while 9% and 11% of articles were about prevention and treatment, respectively.
These studies applied the following methods: intelligent methods (44%), new methods (36%), probabilistic (13%), and evidential methods (7%).
The dataset was as follows: research project data (49%), online dataset (42%), and simulation (9%).
Furthermore, 49% of articles mentioned the applied software, among which classification and interpretation were reportedly the most and the least used methods.
Conclusion: Decision fusion is a holistic approach to evaluate all areas of health care and elucidate diverse techniques that can lead to improved quality of care.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Nizari, Ilham& Chang, Ho-Chun Herbert& Dildar, Kulthum& Pour, Rida& Avan, Amir& Tara, Mahmud…[et al.]. 2020. A comprehensive overview of decision fusion technique in healthcare : a systematic scoping review. Iranian Red Crescent Medical Journal،Vol. 22, no. 10, pp.1-17.
https://search.emarefa.net/detail/BIM-1430660
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Nizari, Ilham…[et al.]. A comprehensive overview of decision fusion technique in healthcare : a systematic scoping review. Iranian Red Crescent Medical Journal Vol. 22, no. 10 (Oct. 2020), pp.1-17.
https://search.emarefa.net/detail/BIM-1430660
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Nizari, Ilham& Chang, Ho-Chun Herbert& Dildar, Kulthum& Pour, Rida& Avan, Amir& Tara, Mahmud…[et al.]. A comprehensive overview of decision fusion technique in healthcare : a systematic scoping review. Iranian Red Crescent Medical Journal. 2020. Vol. 22, no. 10, pp.1-17.
https://search.emarefa.net/detail/BIM-1430660
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 13-17
رقم السجل
BIM-1430660
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر