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使用自组织映射滤波器增强伽马图像中的异常情况。

Enhancement of abnormality in gamma images using Kohonen filters.

作者信息

Riihimäki E, Häll L E, Eistola P, Tähti E, Korppi-Tommola T

出版信息

Eur J Nucl Med. 1976 Dec 30;1(4):259-62. doi: 10.1007/BF00252174.

DOI:10.1007/BF00252174
PMID:1031372
Abstract

A new method of processing digital images consists of a numerical filter which suppresses normal features producing an enhancement of the abnormality. The resulting filtered image aids the observer in the recognition of the abnormality. The filter is developed from verified normal images in the computer memory. The enhancement of pathologic accumulations with respect to surrounding activity was improved on the average by a factor of 2.6 for 13 lateral brain images.

摘要

一种处理数字图像的新方法包括一个数字滤波器,该滤波器抑制正常特征,从而增强异常特征。所得的滤波图像有助于观察者识别异常。该滤波器是根据计算机内存中经过验证的正常图像开发的。对于13张脑部侧面图像,病理性积聚相对于周围活动的增强平均提高了2.6倍。

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本文引用的文献

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Computer processing of scans using Fourier and other transformations.使用傅里叶变换和其他变换对扫描图像进行计算机处理。
J Nucl Med. 1971 Jun;12(6):287-91.
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Fast adaptive formation of orthogonalizing filters and associative memory in recurrent networks of neuron-like elements.类神经元元件递归网络中正交化滤波器和联想记忆的快速自适应形成
Biol Cybern. 1976 Jan 8;21(2):85-95. doi: 10.1007/BF01259390.
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Effects of 'matched filter' smoothing as measured by receiver operating characteristic curve.通过受试者工作特征曲线测量的“匹配滤波器”平滑效果。
Phys Med Biol. 1976 May;21(3):442-6. doi: 10.1088/0031-9155/21/3/012.