Gradient vector flow snake segmentation of breast lesions in Dynamic Contrast-Enhanced MR images

2010 ◽  
Author(s):  
Leila Bahreini ◽  
Emad Fatemizadeh ◽  
Masoumeh Gity
Keyword(s):  
Breast Lesions ◽  
Gradient Vector Flow ◽  
Gradient Vector ◽  
Mr Images ◽  
Dynamic Contrast Enhanced ◽  
Contrast Enhanced

scholarly journals Cancerous Breast Lesions on Dynamic Contrast-enhanced MR Images: Computerized Characterization for Image-based Prognostic Markers

Radiology ◽  
2010 ◽  
Vol 254 (3) ◽  
pp. 680-690 ◽  
Author(s):  
Neha Bhooshan ◽  
Maryellen L. Giger ◽  
Sanaz A. Jansen ◽  
Hui Li ◽  
Li Lan ◽  
...  
Keyword(s):  
Prognostic Markers ◽  
Breast Lesions ◽  
Mr Images ◽  
Dynamic Contrast Enhanced ◽  
Contrast Enhanced

scholarly journals Apparent Diffusion Coefficient in Invasive Ductal Breast Carcinoma: Correlation with Detailed Histologic Features and the Enhancement Ratio on Dynamic Contrast-Enhanced MR Images

2010 ◽  
Vol 2010 ◽  
pp. 1-6 ◽  
Author(s):  
Roka Namoto Matsubayashi ◽  
Teruhiko Fujii ◽  
Kotaro Yasumori ◽  
Toru Muranaka ◽  
Seiya Momosaki
Keyword(s):  
Diffusion Coefficient ◽  
Growth Patterns ◽  
Breast Carcinomas ◽  
Mr Images ◽  
Cellular Density ◽  
Dynamic Contrast Enhanced ◽  
Diffusion Weighted Images ◽  
Architectural Features ◽  
Contrast Enhanced ◽  
Adc Values

Purpose. To investigate the correlation of Apperent Diffusion Coefficient (ADC) values in invasive ductal breast carcinomas with detailed histologic features and enhancement ratios on dynamic contrast-enhanced MRI.Methods and Materials. Dynamic MR images and diffusion-weighted images (DWIs) of invasive ductal breast carcinomas were reviewed in 25 (26 lesions) women. In each patient, DWI, T2WI, T1WI, and dynamic images were obtained. The ADC values of the 26 carcinomas were calculated with b-factors of 0 and 1000 s/ using echoplanar DWI. Correlations of the ADC values were examined on dynamic MRI with enhancement ratios (early to delayed phase: E/D ratio) and detailed histologic findings for each lesion, including cellular density, the size of cancer nests, and architectural features of the stroma (broad, narrow, and delicate) between cancer nests.Results. The mean ADC was  /sec. Cellular density was significantly correlated with ADC values () and E/D ratios (). The ADC values were also significantly correlated to features of the stroma (broad to narrow, ).Conclusion. The findings suggest that DWIs reflect the growth patterns of carcinomas, including cellular density and architectural features of the stroma, and E/D ratios may also be closely correlated to cellular density.

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