Improving the Otsu method for MRA image vessel extraction via resampling and ensemble learning

Yuchou Chang

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Improving the Otsu method for MRA image vessel extraction via resampling and ensemble learning

机译：通过重采样和集成学习改进Otsu方法来提取MRA图像血管

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Accurate extraction of vessels plays an important role in assisting diagnosis, treatment, and surgical planning. The Otsu method has been used for extracting vessels in medical images. However, blood vessels in magnetic resonance angiography (MRA) image a

机译：准确提取血管在协助诊断，治疗和手术计划中起着重要作用。大津法已经用于提取医学图像中的血管。但是，磁共振血管造影（MRA）中的血管图像

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《Healthcare Technology Letters》 |2019年第4期|115-120|共6页
作者
Yuchou Chang;
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作者单位

University of Houston-Downtown USA;

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原文格式 PDF
正文语种 eng
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关键词
blood vessels; learning (artificial intelligence); medical image processing; biomedical MRI; image classification; image sampling;

机译：血管;学习（人工智能）;医学图像处理;生物医学MRI;图像分类;图像采样;

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1. Retinal Blood Vessel Extraction From Fundus Images Using Improved Otsu Method [J] . Jyotiprava Dash, Nilamani Bhoi International journal of e-health and medical communications. . 2019,第2期

机译：使用改进的OTSU方法从眼底图像提取视网膜血管
2. Retinal blood vessel extraction employing effective image features and combination of supervised and unsupervised machine learning methods [J] . Hashemzadeh Mahdi, Azar Baharak Adlpour Artificial intelligence in medicine . 2019,第APRa期

机译：利用有效图像特征以及有监督和无监督机器学习方法相结合的视网膜血管提取
3. Retinal blood vessel extraction employing effective image features and combination of supervised and unsupervised machine learning methods [J] . Hashemzadeh Mahdi, Azar Baharak Adlpour Artificial intelligence in medicine . 2019,第Apra期

机译：视网膜血管提取采用有效的图像特征和监督和无监督机器学习方法的组合
4. An improved OTSU's method for CT image boundary contour extraction [C] . Hangzhou Sun, Yixin Ma, Huawei Wu, IEEE International Conference on Imaging Systems and Techniques . 2016

机译：改进的OTSU CT图像边界轮廓提取方法
5. Perceptual organization based method for vessel extraction from retina images. [D] . Tao, Yuexiong. 2005

机译：基于感知组织的从视网膜图像中提取血管的方法。
6. Improving the Otsu method for MRA image vessel extraction via resampling and ensemble learning [O] . Yuchou Chang 2019

机译：通过重采样和集成学习改进Otsu方法来提取MRA图像血管
7. An Improved Boosting Learning Saliency Method for Built-Up Areas Extraction in Sentinel-2 Images [O] . Zhenhui Sun, Qingyan Meng, Weifeng Zhai 2018

机译：Sentinel-2图像中内置区域提取改进的提升学习显着性方法
8. Sparse Representation and Dictionary Learning as Feature Extraction in Vessel Imagery. [R] . Rainey, K., Ascencio, A. 2014

机译：稀疏表示与字典学习作为船舶图像特征提取。

Improving the Otsu method for MRA image vessel extraction via resampling and ensemble learning

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