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An Optimized Framework for Surgical Team Selection

Computers, Materials & Continua 2021年第11期69卷 2563-2582页

作者： Hemant Petwal Rinkle Rani Department of Computer Science and Engineering Thapar Institute of Engineering and TechnologyPatiala147004India

In the healthcare system,a surgical team is a unit of experienced personnel who provide medical care to surgical patients during *** a surgical team is challenging for a multispecialty hospital as the performance of its members affects the efficiency and reliability of the hospital’s patient *** effectiveness of a surgical team depends not only on its individual members but also on the coordination among *** this paper,we addressed the challenges of surgical team selection faced by a multispecialty hospital and proposed a decision-making framework for selecting the optimal list of surgical teams for a given *** proposed framework focused on improving the existing surgical history management system by arranging surgery-bound patients into optimal subgroups based on similar characteristics and selecting an optimal list of surgical teams for a new surgical patient based on the patient’s *** this end,two population-based meta-heuristic algorithms for clustering of mixed datasets and multi-objective optimization were *** proposed algorithms were tested using different datasets and benchmark ***,the proposed framework was validated through a case study of a real postoperative surgical dataset obtained from the orthopedic surgery department of a multispecialty hospital in *** results revealed that the proposed framework was efficient in arranging patients in optimal groups as well as selecting optimal surgical teams for a given patient.

关键词： Multi-objective optimization artificial electric field algorithm mixed dataset clustering surgical team strength Pareto

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