{"product_id":"automatic-segmentation-of-white-matter-lesions-from-mri-data-von-shenshen-shenshen","title":"Automatic Segmentation of White Matter Lesions from MRI Data","description":"\u003cp\u003eA fully automatic white matter lesion segmentation  method has been developed and evaluated. The method  uses multispectral magnetic resonance imaging (MRI)  data (T1, T2 and Proton Density). First fuzzy c means (FCM) was used to segment normal  brain tissues (white matter, grey matter, and  cerebrospinal fluid). The holes in normal white matter were used to sample  the WML intensities in the different images. The  segmentation of WML was optimized by a graph cut  approach. The method was trained by using 9 manually segmented  datasets and evaluated by comparison to 11 other  manually segmented, and visually evaluated, datasets. The graph cut part of the automatic segmentation  requires, on average, 30 seconds per dataset. The  results correlated well (r=0.954) to a manually  created reference that was supervised by two  neuroradiologists.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838376431\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838376431","offer_id":39471325479005,"sku":"9783838376431","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/1e073b33-2fcd-4004-a900-cc4a4d20da19.jpg?v=1773727041","url":"https:\/\/shop.autorenwelt.de\/products\/automatic-segmentation-of-white-matter-lesions-from-mri-data-von-shenshen-shenshen","provider":"Autorenwelt Shop","version":"1.0","type":"link"}