Urine Raman spectroscopy for rapid and inexpensive diagnosis of chronic renal failure (CRF) using multiple classification algorithms

• Published in: Optik (Stuttgart) Vol. 203; p. 164043
• Main Authors: Chen, Cheng, Yang, Li, Zhao, Jianyong, Yuan, Yushuai, Chen, Chen, Tang, Jun, Yang, Hong, Yan, Ziwei, Wang, Hang, Lv, Xiaoyi
• Format: Journal Article
• Language: English
• Published: Elsevier GmbH 01.02.2020
• Subjects: Back propagation (BP); Chronic renal failure (CRF); Discriminant analysis (DA); Principal component analysis (PCA); Raman spectroscopy; Support vector machine (SVM); Urine; Urine; Support vector machine (SVM); Back propagation (BP); Chronic renal failure (CRF); Discriminant analysis (DA); Raman spectroscopy; Principal component analysis (PCA)

Chronic renal failure (CRF) is a symptom that is caused by kidney damage that deteriorates to the end stage. If not treated in time, CRF will worse into uraemia, which greatly reduces the lifespan of the patient. However, current screening strategies, including routine blood and medical image invest...