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As changes in the medical environment and policies on national health insurance coverage have triggered tremendous impacts on the business performance and financial management of medical institutions, effective management becomes increasingly crucial for hospitals to enhance competitiveness and to strive for sustainable development. The study accordingly(More)
This study developed a novel model, HGA-SVR, for type of kernel function and kernel parameter value optimization in support vector regression (SVR), which is then applied to forecast the maximum electrical daily load. A novel hybrid genetic algorithm (HGA) was adapted to search for the optimal type of kernel function and kernel parameter values of SVR to(More)
OBJECTIVES Liver disease, the most common disease in Taiwan, is not easily discovered in its initial stage; early diagnosis of this leading cause of mortality is therefore highly important. The design of an effective diagnosis model is therefore an important issue in liver disease treatment. This study accordingly employs classification and regression tree(More)
The symptoms of liver diseases are not apparent in the initial stage, and the condition is usually quite serious when the symptoms are obvious enough. Most studies on liver disease diagnosis focus mainly on identifying the presence of liver disease in a patient. Not many diagnosis models have been developed to move beyond the detection of liver disease. The(More)
Diagnosis of coronary artery disease requires invasive procedures that are typically not implemented until clinical warning signs are apparent. The goal of this study was to determine the relation between the severity of coronary artery disease, as measured by the SYNTAX scoring system, with serum levels of fetuin-A and fibroblast growth factor 23 (FGF23)(More)
and CBR Rong-Ho Lin , Chun-Lin g Chuang, Kuan-Wei Huang National Taipei University of Technology, Institute of Commerce Automation & Management No. 1, Section 3, Chung-Hsiao East Road, Taipei, 106, Taiwan, ROC Kainan University, Department of Information Management & Graduate No. 1, Kainan Road, Luzhu, Taoyuan,33857 Taiwan, ROC * rhlin@ntut.edu.tw Abstract(More)