A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine
المؤلفون المشاركون
Calvo-Rolle, José Luis
Casteleiro-Roca, José-Luis
Gonzalez-Cava, Jose M.
Reboso, José Antonio
Méndez Pérez, Juan Albino
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-02-18
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
One of the main challenges in medicine is to guarantee an appropriate drug supply according to the real needs of patients.
Closed-loop strategies have been widely used to develop automatic solutions based on feedback variables.
However, when the variable of interest cannot be directly measured or there is a lack of knowledge behind the process, it turns into a difficult issue to solve.
In this research, a novel algorithm to approach this problem is presented.
The main objective of this study is to provide a new general algorithm capable of determining the influence of a certain clinical variable in the decision making process for drug supply and then defining an automatic system able to guide the process considering this information.
Thus, this new technique will provide a way to validate a given physiological signal as a feedback variable for drug titration.
In addition, the result of the algorithm in terms of fuzzy rules and membership functions will define a fuzzy-based decision system for the drug delivery process.
The method proposed is based on a Fuzzy Inference System whose structure is obtained through a decision tree algorithm.
A four-step methodology is then developed: data collection, preprocessing, Fuzzy Inference System generation, and the validation of results.
To test this methodology, the analgesia control scenario was analysed.
Specifically, the viability of the Analgesia Nociception Index (ANI) as a guiding variable for the analgesic process during surgical interventions was studied.
Real data was obtained from fifteen patients undergoing cholecystectomy surgery.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Gonzalez-Cava, Jose M.& Reboso, José Antonio& Casteleiro-Roca, José-Luis& Calvo-Rolle, José Luis& Méndez Pérez, Juan Albino. 2018. A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine. Complexity،Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1136455
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Gonzalez-Cava, Jose M.…[et al.]. A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine. Complexity No. 2018 (2018), pp.1-15.
https://search.emarefa.net/detail/BIM-1136455
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Gonzalez-Cava, Jose M.& Reboso, José Antonio& Casteleiro-Roca, José-Luis& Calvo-Rolle, José Luis& Méndez Pérez, Juan Albino. A Novel Fuzzy Algorithm to Introduce New Variables in the Drug Supply Decision-Making Process in Medicine. Complexity. 2018. Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1136455
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1136455
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