A preliminary study on data mining techniques for utilizing the breast ultrasound database / 生物医学工程学杂志

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.

Ultrasonographic diagnosis of dermatofibrosarcoma protuberans / 中国医学影像技术

Objective To explore the ultrasonographic appearance of dermatofibrosarcoma protuberans. Methods Clinical data, sonographic features and color Doppler flow imaging characteristics of 12 patients surgically and pathologically confirmed dermatofibrosarcoma protuberans were retrospectively analyzed.Results Single mass was detected in 11 patients (11/12, 91.67%) with the diameter ranged 0.9-8.0 cm. The tumors distributed in the trunk (8/12, 66.67%), proximal limbs (2/12, 16.67%) or face and neck (2/12, 16.67%). Most of the tumors (10/12, 83.33%) developed from skin and subcutaneous fat layer of the trunk and limbs and were hypoechoic and heterogeneous (11/12, 91.67%), some (8/12,66.67%) with distinct boundary and regular shape without liquification, calcification nor regional lymph node metastasis. Affluent color Doppler flow signals of tumor were found in 11 patients (91.67%).Conclusion Ultrasonographic characteristics of dermatofibrosarcoma protuberans include distinct boundary, regular shape, heterogeneous hypoechogenicity and rich color Doppler flow signals without regional lymph node metastasis.