Lesion Segmentation and Identification of Breast Tumor on DCE-MRI

来源 :2014年上海市研究生学术论坛:生物医疗仪器 | 被引量 : 0次 | 上传用户:chentongxu
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  Dynamic contrast-enhanced magnetic resonance imaging(DCE-MRI)can show subtle lesion morphology,improve the display of lesion definitions,and objectively reflect the blood supply of breast tumors; it can also reflect different strengthening patterns of normal tissues and lesion areas after medical tracer injection.DCE-MRI has become an important basis for the clinical diagnosis of breast cancer.To DCE-MRI data acquired from several hospitals across multiple provinces,a series of in-silico computational methods were applied for lesion segmentation and identification of breast tumor in this paper.The image segmentation methods include Otsu segmentation of subtraction images,signal-interference-ratio segmentation method and an improved variational level set method,each has their own application scope.After that,the distribution of benign and malignant in lesion region is identified based on 3TP theory.From the experiment,the analysis of DCE-MRI data of breast tumor can show the distribution of benign and malignant in lesion region,provide a great help for clinicians to diagnose breast cancer more expediently and lay a basis for medical diagnosis and treatment planning.
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