A preliminary study on data mining techniques for utilizing the breast ultrasound database.
- Author:
Yulan PENG
1
;
Heqing ZHANG
;
Jigang JING
;
Buyun MA
;
Xiao LU
;
Chong TANG
;
Shan NIE
;
Ying LIU
;
Yuzhou QIN
;
Yan LUO
Author Information
1. Department of Ultrasound, West China Hospital, Sichuan University, Chengdu 610041, China. yulanpeng@163.com
- Publication Type:Journal Article
- MeSH:
Breast Neoplasms;
diagnostic imaging;
pathology;
Data Mining;
Databases, Factual;
Female;
Humans;
Information Storage and Retrieval;
methods;
Medical Records Systems, Computerized;
Ultrasonography
- From:
Journal of Biomedical Engineering
2010;27(4):898-901
- CountryChina
- Language:Chinese
-
Abstract:
Based on the breast ultrasound database of West China Hospital from January 1, 2002 to December 31, 2007, a study of data mining techniques for utilizing the diagnostic information of breast ultrasound and breast pathology was carried out. An innovative computerized retrieval system was invented. With the visual user interface of the system, the data of benignancy or malignancy diagnosed by ultrasound and pathologic examination, and the data on the diagnostic correlation of ultrasound and pathology were obtained, respectively. The qualities of data mining were 99. 98%-100%. By means of the retrieval system, the users can secure numerous data from the breast ultrasound database rapidly and accurately; so it contributes to the rational utilization of information from medical database for serving various medical studies. This method may also be helpful for doctors to utilize ultrasound database in other fields.
