Comput Math Methods Med - An interactive method based on the live wire for segmentation of the breast in mammography images.

Tópicos

{ imag(2675) segment(2577) method(1081) }
{ cancer(2502) breast(956) screen(824) }
{ method(2212) result(1239) propos(1039) }
{ method(1969) cluster(1462) data(1082) }
{ imag(2830) propos(1344) filter(1198) }
{ system(1050) medic(1026) inform(1018) }
{ patient(2315) diseas(1263) diabet(1191) }
{ error(1145) method(1030) estim(1020) }
{ method(984) reconstruct(947) comput(926) }
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{ detect(2391) sensit(1101) algorithm(908) }

Resumo

In order to improve accuracy of computer-aided diagnosis of breast lumps, the authors introduce an improved interactive segmentation method based on Live Wire. This paper presents the Gabor filters and FCM clustering algorithm is introduced to the Live Wire cost function definition. According to the image FCM analysis for image edge enhancement, we eliminate the interference of weak edge and access external features clear segmentation results of breast lumps through improving Live Wire on two cases of breast segmentation data. Compared with the traditional method of image segmentation, experimental results show that the method achieves more accurate segmentation of breast lumps and provides more accurate objective basis on quantitative and qualitative analysis of breast lumps.

Resumo Limpo

order improv accuraci computeraid diagnosi breast lump author introduc improv interact segment method base live wire paper present gabor filter fcm cluster algorithm introduc live wire cost function definit accord imag fcm analysi imag edg enhanc elimin interfer weak edg access extern featur clear segment result breast lump improv live wire two case breast segment data compar tradit method imag segment experiment result show method achiev accur segment breast lump provid accur object basi quantit qualit analysi breast lump

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