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2013 IEEE International Conference on Medical Imaging Physics and Engineering最新文献

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Feasibility of similarity coefficient map in improving quality of magnetic resonance images of spleen 相似系数图提高脾脏磁共振图像质量的可行性
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864516
Haoyu Wang, Yaoqin Xie, S. Bao, Jiani Hu
The purpose of this paper is to investigate the feasibility of similarity coefficient map (SCM) in improving the quality of MR images of spleen by improving signal to noise ratio (SNR) and contrast to noise ratio (CNR), revealing fine structures buried in noise, and integrating the information of each individual image in a series together into one image. To achieve these goals, in vivo experiments were conducted based on the data sets acquired using 12-echo T2* weighted imaging. Preliminary results have demonstrated that compared with the original images, SCM images can (1) improve SNR by 14.50% to 104.44% mainly depending on the SNR in original images, (2) improve CNR by 82.95% to 103.52%, mainly depending on the choice of reference tissue, (3) reveal fine structures hidden in the original images such as tiny veins, and (4) offer a new type of contrast by integrating information of all original images. Moreover, It suggests that the higher the SNR of the reference, the higher the CNR of the resulting SCM images. In conclusion, SCM is a powerful post processing technique for a series of MR images of spleen with varying acquisition parameters. It can improve SNR and CNR, increase the amount of anatomical information by revealing previous invisible fine structures, and produce images with a new type of contrast that integrates information of all original images together.
通过提高脾脏MR图像的信噪比(SNR)和比噪比(CNR),揭示被噪声掩埋的精细结构,将序列中各图像信息整合到一张图像中,探讨相似系数图(SCM)提高脾脏MR图像质量的可行性。为了实现这些目标,基于12回声T2*加权成像获得的数据集进行了体内实验。初步结果表明,与原始图像相比,SCM图像的信噪比提高了14.50% ~ 104.44%,主要取决于原始图像的信噪比;CNR提高了82.95% ~ 103.52%,主要取决于参考组织的选择;3)揭示了隐藏在原始图像中的精细结构,如细小的静脉;4)整合了所有原始图像的信息,提供了一种新的对比度。此外,它表明参考的信噪比越高,得到的SCM图像的CNR就越高。总之,单片机是一种强大的后处理技术,可以处理一系列不同采集参数的脾脏MR图像。它可以提高信噪比和CNR,通过揭示以前不可见的精细结构来增加解剖信息量,并产生一种将所有原始图像信息融合在一起的新型对比度图像。
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引用次数: 1
The correlative study between CTSI and gastrocolic ligament involvement in acute pancreatitis involving 急性胰腺炎受累时CTSI与胃结肠韧带受累的相关性研究
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864510
Peng Dong, Qi-min Gao, Xi-zhen Wang, Chun-bo Yang, Hua-cheng Chen, Fen Liu, Yan-ming Ge
To investigate the CT findings of gastrocolic ligament involved by acute pancreatitis(AP) and study the correlation between CT findings and CT Severity Index (CTSI) of AP. Methods: Seventy-nine patients with AP were retrospectively reviewed. Balthazar's CT classification of all the patients' was C grade or more. Emphasis was placed on the following findings: the CTSI, the thickness and density of the gastrocolic ligament, fluid collection within the gastrocolic ligament and its scope. Results: Among the 79 patients, 21 patients' CTSI was 8-10, 29 patients' CTSI was 6-7, and 29 patients' CTSI was 4-5. The CT manifestations of gastrocolic ligament involvement in AP include density increasing, stripe shadow, thickness and fluid collection of the gastrocolic ligament. 21 patients showed fluid collection in the gastrocolic ligament. The incidence of gastrocolic ligament involvement was associated with CTSI (P<;0.05). Conclusion: MSCT can demonstrate the details of gastrocolic ligament involvement in AP, which may reflect the severity of AP in a certain extent.
目的探讨急性胰腺炎(AP)累及胃结肠韧带的CT表现,并探讨其CT表现与AP严重程度指数(CTSI)的相关性。方法:回顾性分析79例AP患者的临床资料。所有患者Balthazar CT分级均为C级及以上。重点是以下发现:CTSI,胃结肠韧带的厚度和密度,胃结肠韧带内的液体收集及其范围。结果:79例患者中,CTSI 8-10分21例,6-7分29例,4-5分29例。胃结肠韧带累及AP的CT表现为密度增高、条纹影、胃结肠韧带增厚、积液。21例胃结肠韧带积液。胃结肠韧带受累发生率与CTSI相关(P< 0.05)。结论:MSCT可显示AP胃结肠韧带受累的细节,可在一定程度上反映AP的严重程度。
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引用次数: 1
Matrix approach for processing of iterative reconstruction on cone beam CT 矩阵法处理锥束CT的迭代重建
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864506
Chen Jian-lin, Zhang Han-ming, Yan Bin, Li Lei, Guan Ming, Wang Lin-yuan
Cone-beam computed tomography (CBCT) is an important technique providing new insights into the inner structure of products in industry and medicine physics. Iterative reconstruction methods have been shown to be more robust than analytical algorithm against the noise and limited angles conditions present in CT. Nevertheless, these methods are not extensively used due to their computational demands. In the iteration algorithm, the matrix of projection is massive and it is very time-consuming to calculate the forward projections and back-projections. In this work, we design a matrix approach that the coefficients of the projection matrix are pre-calculated and simultaneously stored with two compressing formats due to the different sparse structures of the matrix and its transposed matrix. And we implement the corresponding SpMV (sparse matrix-vector multiplication) based on the compressing matrices with GPU platform to realize the acceleration. Experimental results indicate that this method allows efficient implementations of reconstruction in CBCT and it can have a better performance than those with serial computing on CPU.
锥束计算机断层扫描(CBCT)是一项重要的技术,为工业和医学物理研究产品的内部结构提供了新的见解。迭代重建方法已被证明比解析算法对CT中存在的噪声和有限角度条件更健壮。然而,由于计算量大,这些方法并没有得到广泛的应用。在迭代算法中,投影矩阵非常庞大,计算正向投影和反向投影非常耗时。在这项工作中,我们设计了一种矩阵方法,由于矩阵及其转置矩阵的不同稀疏结构,投影矩阵的系数被预先计算并同时以两种压缩格式存储。并在GPU平台上基于压缩矩阵实现相应的SpMV(稀疏矩阵向量乘法),实现加速。实验结果表明,该方法可以有效地实现CBCT的重建,并且比在CPU上进行串行计算具有更好的性能。
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引用次数: 4
Identity recognition based on power spectral analysis of pulse wave signal 基于脉冲波信号功率谱分析的身份识别
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864566
Fangfang Jiang, Sijia Sun
The identification method based on biometric identification technology application of previous research mainly on external characteristics such as fingerprint, face, but in recent years the appearing of fake fingerprints technology makes people information security be badly affected. This paper proposed an identity recognition method based on the power spectral analysis of pulse wave signal from finger. Because the pulse wave signals of each subject are unique and difficult to copy and imitate, the security of this method will be higher than that of the traditional methods. The final experiment results demonstrate the feasibility and accuracy of the proposed method.
基于生物特征识别技术的识别方法应用以往的研究主要针对指纹、人脸等外部特征,但近年来假指纹技术的出现使得人们的信息安全受到严重影响。提出了一种基于手指脉冲波信号功率谱分析的身份识别方法。由于每个受试者的脉冲波信号都是独一无二的,难以复制和模仿,因此该方法的安全性将高于传统方法。最后的实验结果验证了该方法的可行性和准确性。
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引用次数: 0
3D display technology in medical imaging field 医学影像领域的三维显示技术
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864536
Yue Zhao, Yongtao Wei, Xiaoyu Cui, Luxuan Qu, Lin Liu, Yusong Wang
3D display can reflect the image depth information and make the image present stereoscopic sensation to improve the medical imaging effect and diagnosis accuracy, if the technology can be used in image guide surgery to diagnose lesion location. This paper will mainly elaborate some advanced naked eye 3D display technologies - multi-view auto-stereoscopic display technology, integral photography 3D display technology and holographic 3D display technology. At last, image guide surgery based on interactive 3D navigation system is proposed. Meanwhile, this paper indicates the trend of medical imaging fields.
三维显示可以反映图像深度信息,使图像呈现立体感,提高医学成像效果和诊断精度,如果该技术可用于图像引导手术诊断病变位置。本文将重点阐述几种先进的裸眼三维显示技术——多视点自动立体显示技术、整体摄影三维显示技术和全息三维显示技术。最后提出了基于交互式三维导航系统的图像引导手术。同时指出了医学影像领域的发展趋势。
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引用次数: 3
A respiration correction method for real-time ultrasound image fusion with pre-acquired 3D dataset 一种基于预获取三维数据集的实时超声图像融合呼吸校正方法
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864526
Lei Zhu, Minglei Yang, Jingang Kang, H. Ding, Guangzhi Wang
Ultrasound image fusion has been widely used in interventional surgeries, providing surgeons both detailed structural information via CT/MRI and real-time ultrasound information. However, patient respiration induced quasi-periodic organ motion usually leads to unacceptable registration and fusion errors. In this paper, we propose a method to build a patient specific respiratory motion model and make respiration displacement correction accordingly. An additional EM body sensor is introduced to provide respiration information. Block matching and least mean square approaches are applied on a training ultrasound sequence to build patient specific respiratory model. Displacement correction can then be carried out in real time with this model and the EM body sensor's position. Preliminary test shows that this method can effectively reduce the respiration-induced registration error.
超声图像融合在介入手术中得到了广泛的应用,为外科医生提供了CT/MRI的详细结构信息和实时超声信息。然而,患者呼吸引起的准周期性器官运动通常会导致不可接受的配准和融合错误。本文提出了一种建立患者特异性呼吸运动模型并进行相应呼吸位移校正的方法。一个额外的电磁身体传感器被引入来提供呼吸信息。将块匹配和最小均方方法应用于训练超声序列,建立患者特异性呼吸模型。然后可以使用该模型和EM身体传感器的位置实时进行位移校正。初步试验表明,该方法能有效降低呼吸引起的配准误差。
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引用次数: 1
Longitudinal progression of grey matter atrophy morphological characteristics in MCI patients 轻度认知损伤患者灰质萎缩形态学特征的纵向进展
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864505
Guihong Yuan, Z. Zhuo, Haiyun Li
Objective To investigate the differences of cerebral grey matter atrophy over time between MCI (Mild Cognitive Impairment) and NC (Normal Control), and further investigate the differences of cerebral grey matter atrophy between SMCI (Stable MCI) and PMCI (Progressive MCI). Methods Based on improved VBM-DARTEL method, NC and MCI longitudinal datasets of 3 years were processed. Firstly, the atrophy patterns and atrophy rates of NC and MCI were obtained. Then, the differences of atrophy within some certain cerebral regions between SMCI and PMCI were explored applying the ROI (Regions of Interest) method. Fractal dimensions were also applied to describe the texture features of the atrophy regions within ROIs and differences of atrophy rates were also calculated. Results With the time varying, the atrophy regions were gradually expanding. In MCI, the atrophy pace was faster and the atrophy rate at the same time point was higher than that in NC. By longitudinal comparison between SMCI and PMCI, it was found that the atrophy in PMCI appeared earlier in the hippocampus, the temporal lobe, the cingulate gyrus and the caudate nucleus and showed an increasing atrophy rate and decreasing fractal dimensions. Conclusions VBM-DARTEL method can be applied to study the cerebral grey matter atrophy effectively. The results showed that the cerebral grey matter changing over time was more obvious in MCI, which can be used to diagnose early AD. Compared to SMCI, there appeared more obvious atrophy in some certain regions of cerebral grey matter in PMCI. So these atrophy differences between SMCI and PMCI can be the evidence to identify PMCI and was of help for clinical diagnosis, clinical intervention and clinical treatment of early AD.
目的探讨轻度认知损伤(Mild Cognitive Impairment, MCI)与正常对照(NC, Normal Control)脑灰质萎缩随时间的差异,并进一步探讨SMCI (Stable MCI)与PMCI (Progressive MCI, Progressive MCI)脑灰质萎缩的差异。方法基于改进的VBM-DARTEL方法,对NC和MCI 3年的纵向数据集进行处理。首先得到NC和MCI的萎缩模式和萎缩率;然后,应用感兴趣区域(ROI)方法探讨SMCI和PMCI在某些大脑区域萎缩的差异。采用分形维数描述roi内萎缩区域的纹理特征,并计算萎缩率差异。结果随着时间的变化,萎缩区域逐渐扩大。MCI的萎缩速度更快,同一时间点的萎缩率高于NC。通过SMCI与PMCI的纵向比较,发现PMCI在海马、颞叶、扣带回和尾状核的萎缩出现较早,萎缩率增加,分形维数下降。结论VBM-DARTEL方法可有效研究脑灰质萎缩。结果显示,MCI患者大脑灰质随时间变化更为明显,可用于早期AD的诊断。与SMCI相比,PMCI脑灰质部分区域萎缩更为明显。因此SMCI与PMCI的萎缩差异可以作为识别PMCI的证据,对早期AD的临床诊断、临床干预和临床治疗有帮助。
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引用次数: 3
Breast tumor detection in double views mammography based on Simple Bias 基于简单偏倚的双视图乳房x光检查中乳腺肿瘤的检测
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864543
Shiya Zhang, Zhongzhou Chen, Sheng Gu, Xihe Qiu, Qixun Qu, Zhiqiong Wang
Breast tumor detection is a most effective way to immunized against mammary cancer. It is known that the sort algorithm of extreme learning machine(ELM), in view of the feature model for breast X-ray image, is being applied in the computer aided detection of breast masses. On the basis of all these, it is raised in this paper that marking for the suspicious region in the double view mammography by the use of ELM, then classifying the result of double views marking by using the Simple Bias classifier and finally gaining the detection result. The experiment with 444 cases or 222 pair of X-ray mammography from Liao Ning Province Cancer Hospital shows that, the breast tumor detection in double views mammography based on Simple Bias is an available and effective way to detect breast tumor. Key Words: Extreme learning machine, Simple Bias, mammography, double views, tumor detection.
乳腺肿瘤检测是预防乳腺癌最有效的免疫手段。已知极限学习机(extreme learning machine, ELM)的排序算法,针对乳腺x射线图像的特征模型,正被应用于乳腺肿块的计算机辅助检测。在此基础上,本文提出利用ELM对双视图乳房x线检查中的可疑区域进行标记,然后利用Simple Bias分类器对双视图标记结果进行分类,最后得到检测结果。通过辽宁省肿瘤医院444例222对x线乳腺x线片的实验表明,基于简单偏置的双透视乳腺肿瘤检测是一种可行、有效的乳腺肿瘤检测方法。关键词:极限学习机,简单偏置,乳房x光检查,双视图,肿瘤检测。
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引用次数: 3
Application of ultrasonic particle imaging velocimetry to flows of rat arteries atherosclerosis model 超声颗粒成像测速技术在大鼠动脉粥样硬化模型血流中的应用
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864531
Yiheng Zhu, M. Qian, L. Niu, Guangwen Lu, Hairong Zheng
Purpose: Hemodynamic changes in vascular stenosis could affect blood flow component of flow distribution which changed the nature of vascular smooth muscle cells. Observation and analysis of blood flow in the heart disease have important clinical significance of treatments of arterial stenosis. Method: The ultrasonic particle image velocimetry (Echo PIV) technique is appropriate for measuring blood flows by taking advantage of PIV and B-mode ultrasound contrast imaging. This study established animal models. 60 healthy male SD rats were selected and divided into 6 groups. On the 21st day of establishment of vascular stenosis model and drug treatment, the left common carotid artery of rats in groups was observed with ultrasound biomicroscopy. Morphological and hemodynamic changes in the normal blood vessels and the stenosis of the lumen were observed with application of Echo PIV. The reliability of Echo PIV was verified by comparing with ultrasonic Doppler velocimetry methods. Conclusion: Animal studies concerning arterial flows of rats show that the Echo PIV-measured peak and average velocities within several cardiac cycles are about 5-10% and 2-8% below the values measured by the ultrasonic spectral Doppler, respectively. Echo PIV method could directly assess whole field hemodynamic changes of normal blood vessels and vascular stenosis with non-invasion and real-time monitoring of restenosis therapy. It further to explore the prevention and treatment of restenosis and vascular plaque rupture mechanism.
目的:血管狭窄的血流动力学改变可影响血流分布的血流成分,从而改变血管平滑肌细胞的性质。观察和分析心脏病的血流变化对动脉狭窄的治疗具有重要的临床意义。方法:超声颗粒图像测速(Echo PIV)技术是利用PIV和b超对比成像技术测量血流的合适方法。本研究建立了动物模型。选取健康雄性SD大鼠60只,分为6组。在血管狭窄模型建立及药物治疗第21天,采用超声生物显微镜观察各组大鼠左颈总动脉。应用回声PIV观察正常血管及管腔狭窄的形态和血流动力学变化。通过与超声多普勒测速方法的比较,验证了回声PIV的可靠性。结论:对大鼠动脉血流的动物实验表明,Echo piv测得的几个心动周期内的峰值速度和平均速度分别比超声多普勒测量值低5-10%和2-8%。回声PIV法可直接评估正常血管及血管狭窄的全野血流动力学变化,无创且实时监测再狭窄治疗情况。进一步探讨预防和治疗再狭窄及血管斑块破裂的机制。
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引用次数: 0
The effect of different center frequency of transducers on the photoacoustic tomography 不同换能器中心频率对光声层析成像的影响
Pub Date : 2013-10-01 DOI: 10.1109/ICMIPE.2013.6864559
Yi Gao, J. Rong, X. Jing
In recent years, photoacoustic tomography (PAT) has caused more and more attention all over the word. As a novel medical imaging modality, it is proved to be non-invasive and high sensitivity. Photoacoustic tomography combines the advantages of both optical imaging and ultrasound imaging, which means high contrast and high resolution. According to the merits of photoacoustic tomography, in our experiments, we used the unfocused transducers with different central frequency such as 2.25MHz, 5MHz, 10MHz, to make photoacoustic tomography research on varisized and diverse target object in phantom, which was used to analyze the influence factors of image resolution. In this paper, we mainly discussed the impact of transducer's central frequency on the image reconstructed results with different experimental samples.
近年来,光声层析成像技术(PAT)在国内外引起了越来越多的关注。作为一种新型的医学成像方式,它具有无创、高灵敏度等优点。光声层析成像结合了光学成像和超声成像的优点,意味着高对比度和高分辨率。根据光声层析成像的优点,在实验中,我们使用了2.25MHz、5MHz、10MHz等不同中心频率的无聚焦换能器,对幻象中多样化的目标物体进行了光声层析成像研究,并分析了影响图像分辨率的因素。本文主要讨论了换能器中心频率对不同实验样本图像重构结果的影响。
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引用次数: 3
期刊
2013 IEEE International Conference on Medical Imaging Physics and Engineering
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