Auxiliary Diagnosis of Hydronephrosis Based on Ultrasound Image Dynamic Enhancement Technique

Autor: Fuzhe Ma, Lingyun Liu, Yu Wang, Li Zhang, Tao Sun
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: IEEE Access, Vol 8, Pp 114037-114043 (2020)
Druh dokumentu: article
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2020.3002065
Popis: The current research on the detection of hydronephrosis by ultrasound images has some problems such as sensitivity and specificity. In order to improve the diagnosis of hydronephrosis, this study based on ultrasound image enhancement technology, proposed an image processing algorithm that highlights the diagnostic features of hydronephrosis. At the same time, this study combined the transmission of ultrasound in hydronephrosis to analyze and used data collection methods and experimental research methods to improve methods. In addition, this study used the Laplacian operator to enhance the image, enhanced the edge contours and texture parts of the image, and highlighted the partial image of hydronephrosis. Finally, in order to verify the performance of the algorithm proposed in this study, the actual data is collected for verification analysis. The research shows that the proposed algorithm has certain validity and can provide theoretical reference for subsequent related research.
Databáze: Directory of Open Access Journals