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APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN BIOMEDICAL IMAGE PROCESSING

APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN BIOMEDICAL IMAGE PROCESSING
人工神经网络在生物医学图像处理中的应用
批准号：
3874200
负责人：
J M SCHMITT
金额：
$0.0万
依托单位：
NATIONAL CENTER FOR RESEARCH RESOURCES
依托单位国家：
美国
项目类别：
财政年份：
--
资助国家：
美国
项目状态：
未结题
起止时间：
至
来源：
https://reporter.nih.gov/project-details/3874200
关键词：
artificial intelligence computational neuroscience computer simulation computer system design /evaluation image enhancement image processing

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中文摘要
翻译
使用一种受生物神经网络启发的方法
英文摘要
Using an approach inspired by biological neural networks underlying the pre-processing stages of the mammalian visual system, we are developing computer-processing paradigms for edge detection and image segmentation. Simulations are carried out on a network of interconnected "neurons," to which pixel intensities associated with a 2-D image serve as inputs. The final activation state of the network represents the outlines of contrast features within the image. We are applying the imageprocessing techniques developed in this work to the analysis of nuclear medical images.
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