關鍵字查詢 | 類別:期刊論文 | | 關鍵字:Prediction of Chronic Kidney Disease Stages by Renal Ultrasound Imaging

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序號 學年期 教師動態
1 108/1 資工系 許輝煌 教授 期刊論文 發佈 Prediction of Chronic Kidney Disease Stages by Renal Ultrasound Imaging , [108-1] :Prediction of Chronic Kidney Disease Stages by Renal Ultrasound Imaging期刊論文Prediction of Chronic Kidney Disease Stages by Renal Ultrasound ImagingChi-Jim Chen; Tun-Wen Pai; Hui-Huang Hsu; Chien-Hung Lee; Kuo-Su Chen; Yung-Chih ChenUltrasonography;support vector machine;feature extraction;chronic kidney disease;estimated glomerular filtration rate(eGFR)Enterprise Information Systems 14(2), p.178-195To detect chronic kidney disease (CKD) at earlier stages, diagnosis through non-invasive ultrasonographic imaging techniques provides an auxiliary clinical approach for at-risk CKD patients. We have established a detection method based on imaging processing techniques and machine learning approaches for the diagnosis of different CKD stages. Decisive area-proportional and textural features and support-vector-machine techniques were applied for efficient and effective analyses. Several clustered collections of CKD patients were evaluated and compared according to the estimated glomerular filtr
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