A linked data-based approach for clinical treatment selecting support
作者机构：School of SoftwareShanghai Jiao Tong UniversityShanghaiChina College of Business&Public AdministrationOld Dominion UniversityNorfolkUSA Renji HospitalShanghai Jiao Tong UniversityShanghaiChina
出 版 物：《Journal of Management Analytics》 (管理分析学报（英文）)
年 卷 期：2014年第1卷第4期
页 面：301-316页
学科分类：1002[医学-临床医学] 100214[医学-肿瘤学] 10[医学]
基 金：This work was supported by the National Natural Science Foundation of China [grant number 71171132 61373030]
主 题：linked data cancer treatment semantic web case-based reasoning clinical decision support
摘 要：Treatment plan selection is a complex process because it sometimes needs sufficient experience and clinical *** it is even harder for doctors to select an appropriate treatment plan for certain patients since doctors might encounter difficulties in obtaining the right information and analyzing the diverse clinical *** order to improve the effectiveness of clinical decision making in complicated information system environments,we first propose a linked data-based approach for treatment plan *** approach integrates the patients’clinical records in hospitals with open linked data sources out of ***,based on the linked data net,treatment plan selection is carried on aided by similar historical therapy ***,we reorganize the electronic medical records of 97 colon cancer patients using the linked data model and count the similarity of these records to help treatment *** experiment shows the usability of our method in supporting clinical decisions.
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