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Quantitative evaluation of deep convolutional neural network-based image denoising for low-dose computed tomography
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作者 Keisuke Usui Koichi Ogawa +3 位作者 Masami Goto Yasuaki Sakano Shinsuke Kyougoku Hiroyuki Daida 《Visual Computing for Industry,Biomedicine,and Art》 EI 2021年第1期199-207,共9页
To minimize radiation risk,dose reduction is important in the diagnostic and therapeutic applications of computed tomography(CT).However,image noise degrades image quality owing to the reduced X-ray dose and a possibl... To minimize radiation risk,dose reduction is important in the diagnostic and therapeutic applications of computed tomography(CT).However,image noise degrades image quality owing to the reduced X-ray dose and a possible unacceptably reduced diagnostic performance.Deep learning approaches with convolutional neural networks(CNNs)have been proposed for natural image denoising;however,these approaches might introduce image blurring or loss of original gradients.The aim of this study was to compare the dose-dependent properties of a CNN-based denoising method for low-dose CT with those of other noise-reduction methods on unique CT noise-simulation images.To simulate a low-dose CT image,a Poisson noise distribution was introduced to normal-dose images while convoluting the CT unit-specific modulation transfer function.An abdominal CT of 100 images obtained from a public database was adopted,and simulated dose-reduction images were created from the original dose at equal 10-step dose-reduction intervals with a final dose of 1/100.These images were denoised using the denoising network structure of CNN(DnCNN)as the general CNN model and for transfer learning.To evaluate the image quality,image similarities determined by the structural similarity index(SSIM)and peak signal-to-noise ratio(PSNR)were calculated for the denoised images.Significantly better denoising,in terms of SSIM and PSNR,was achieved by the DnCNN than by other image denoising methods,especially at the ultra-low-dose levels used to generate the 10%and 5%dose-equivalent images.Moreover,the developed CNN model can eliminate noise and maintain image sharpness at these dose levels and improve SSIM by approximately 10%from that of the original method.In contrast,under small dose-reduction conditions,this model also led to excessive smoothing of the images.In quantitative evaluations,the CNN denoising method improved the low-dose CT and prevented over-smoothing by tailoring the CNN model. 展开更多
关键词 Deep learning Convolutional neural network low-dose computed tomography DENOISING image quality
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Low-dose computed tomography with 4th-generation iterative reconstruction algorithm in assessment of oncologic patients 被引量:2
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作者 Davide Ippolito Alessandra Silvia Casiraghi +3 位作者 Cammillo Talei Franzesi Davide Fior Franca Meloni Sandro Sironi 《World Journal of Gastrointestinal Oncology》 SCIE CAS 2017年第10期423-430,共8页
AIM To compare radiation dose and image quality of lowdose computed tomography(CT) protocol combined with hybrid-iterative reconstruction algorithm with standarddose CT examinations for follow-up of oncologic patients... AIM To compare radiation dose and image quality of lowdose computed tomography(CT) protocol combined with hybrid-iterative reconstruction algorithm with standarddose CT examinations for follow-up of oncologic patients. METHODS Fifty-one patients with known malignant diseases which underwent, during clinical follow-up, both standarddose and low-dose whole-body CT scans were enrolled. Low-dose CT was performed on 256-row scanner, with 120 kV and automated m A modulation, and iterative reconstruction algorithm. Standard-dose CT was performed on 16-rows scanner, with 120 kV, 200-400 m As(depending on patient weight). We evaluated density values and signal-to-noise ratio, along with image noise(SD), sharpness and diagnostic quality with 4-point scale.RESULTS Density values in liver, spleen and aorta were higher in lowdose images(liver 112.55 HU vs 103.90 HU, P < 0.001), as SD values in liver and spleen(liver 16.81 vs 14.41). Volumetric-Computed-Tomographic-Dose-Index(CTDIvol) and Dose-Length-Product(DLP) were significantly lower in low-dose CT as compared to standard-dose(DLP 1025.6 m Gy*cm vs 1429.2 m Gy*cm, P < 0.001) with overall dose reduction of 28.9%. Qualitative analysis did not reveal significant differences in image noise and diagnostic quality.CONCLUSION Automatic tube-current modulation combined with hybriditerative algorithm allows radiation dose reduction of 28.9% without loss of diagnostic quality, being useful in reducing dose exposure in oncologic patients. 展开更多
关键词 computed tomography low-dose computed tomography Tube current modulation Oncologic imaging Radiation dose
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Positron emission tomography and magnetic resonance imaging combined with computed tomography in tumor volume delineation: A case report 被引量:2
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作者 Qi-Ping Zhou Yu-Hua Zhao Lei Gao 《World Journal of Clinical Cases》 SCIE 2022年第1期249-253,共5页
BACKGROUND Accurate delineation of the target area for patients with hypopharyngeal cancer is the key to achieving an ideal radiotherapy effect.Since computed tomography(CT)alone can no longer meet the treatment needs... BACKGROUND Accurate delineation of the target area for patients with hypopharyngeal cancer is the key to achieving an ideal radiotherapy effect.Since computed tomography(CT)alone can no longer meet the treatment needs,fusing CT images with magnetic resonance imaging(MRI)or positron emission tomography(PET)images can overcome the disadvantages of CT.Herein,we present a clinical case of hypopharyngeal cancer to delineate the tumor volume using combined MRI-CT and PET-CT fusion images to examine if they could accurately cover the tumor volume.CASE SUMMARY A 67-year-old male patient with hypopharyngeal carcinoma could not tolerate chemotherapy and surgery due to complicated health issues such as diabetic nephropathy and other underlying diseases.After multidisciplinary consultations,clinicians eventually agreed to undergo radiotherapy to control the progression of his tumor.He was examined by CT,MRI,and 18-fluorodeoxyglucose-PET for treatment planning,and CT images were fused with PET and MRI images while delineating tumor volume.CONCLUSION The image fusion of MRI-CT and PET-CT has both advantages and disadvantages.Compared with CT images alone,the combination of MRI-CT and PET-CT fusion images can precisely cover the gross tumor volume in hypopharyngeal carcinoma and avoid overestimation or incomplete coverage of tumor volume. 展开更多
关键词 Hypopharyngeal carcinoma computed tomography Magnetic resonance imaging Positron emission tomography image fusion Tumor volume delineation Case report
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CT/^(99m)Tc-GSA SPECT fusion images demonstrate functional differences between the liver lobes 被引量:4
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作者 Tatsuaki Sumiyoshi Yasuo Shima +7 位作者 Ryoutarou Tokorodani Takehiro Okabayashi Akihito Kozuki Yasuhiro Hata Yoshihiro Noda Yoriko Murata Toshio Nakamura Kiminori Uka 《World Journal of Gastroenterology》 SCIE CAS 2013年第21期3217-3225,共9页
AIM: To evaluate the functional differences between the 2 liver lobes in non-cirrhotic patients by using computed tomography/99mTc-galactosyl human serum albumin (CT/99mTc-GSA) single-photon emission computed tomograp... AIM: To evaluate the functional differences between the 2 liver lobes in non-cirrhotic patients by using computed tomography/99mTc-galactosyl human serum albumin (CT/99mTc-GSA) single-photon emission computed tomography (SPECT) fusion images. METHODS: Between December 2008 and March 2012, 264 non-cirrhotic patients underwent preoperative liver function assessment using CT/99mTc-GSA SPECT fusion images. Of these, 30 patients, in whom the influence of a tumor on the liver parenchyma was estimated to be negligible, were selected. Specifically, the selected patients were required to meet either of the following criteria: (1) the presence of an extrahepatic tumor; or (2) presence of a single small intrahepatic tumor. These 30 patients were retrospectively analyzed to calculate the percentage volume (%Volume) and the percentage function (%Function) of each lobe. The ratio between the %Function and %Volume (function-to-volume ratio) of each lobe was also calculated, and the ratios were compared between the 2 lobes. Furthermore, the correlations between the function-to-volume ratio and each of 2 liver parameters [lobe volume and diameter ratio of the left portal vein to the right portal vein (LPV-to-RPV diameter ratio)] were investigated. RESULTS: The median values of %Volume and %Function were 62.6% and 67.1% in the right lobe, with %Function being significantly higher than %Volume (P < 0.01). The median values of %Volume and %Function were 31.0% and 28.7% in the left lobe, with %Function being significantly lower than %Volume (P < 0.01). The function-to-volume ratios of the right lobe (1.04-1.14) were significantly higher than those of the left lobe (0.74-0.99) (P < 0.01). The function-to-volume ratio showed no significant correlation between the lobe volume in either lobe. In contrast, the function-to-volume ratio showed significant correlations with the LPV-to-RPV diameter ratio in both lobes (right lobe: negative correlation, rs = -0.37, P = 0.048; left lobe: positive correlation, r s = 0.71, P < 0.001). The function-to-volume ratio in the left lobe tended to be higher, and that in the right lobe tended to be lower, in accordance with the increase in the LPV-to-RPV diameter ratio. CONCLUSION: CT/99mTc-GSA SPECT fusion images demonstrated that the function of the left lobe was significantly decreased compared with that of the right lobe in non-cirrhotic livers. 展开更多
关键词 computed tomography 99mTc neogalactoalbumin SINGLE-PHOTON emission computed tomography fusion image LIVER Portal system
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Application of Preoperative CT/MRI Image Fusion in Target Positioning for Deep Brain Stimulation 被引量:2
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作者 Yu Wang Zi-yuan Liu +3 位作者 Wan-chen Dou Wen-bin Ma Ren-zhi Wang Yi Guo 《Chinese Medical Sciences Journal》 CAS CSCD 2016年第3期161-167,共7页
Objective To explore the efficacy of target positioning by preoperative CT/MRI image fusion technique in deep brain stimulation.Methods We retrospectively analyzed the clinical data and images of 79 cases(68 with Park... Objective To explore the efficacy of target positioning by preoperative CT/MRI image fusion technique in deep brain stimulation.Methods We retrospectively analyzed the clinical data and images of 79 cases(68 with Parkinson's disease,11 with dystonia) who received preoperative CT/MRI image fusion in target positioning of subthalamic nucleus in deep brain stimulation.Deviation of implanted electrodes from the target nucleus of each patient were measured.Neurological evaluations of each patient before and after the treatment were performed and compared.Complications of the positioning and treatment were recorded.Results The mean deviations of the electrodes implanted on X,Y,and Z axis were 0.5 mm,0.6 mm,and 0.6 mm,respectively.Postoperative neurologic evaluations scores of unified Parkinson's disease rating scale(UPDRS) for Parkinson's disease and Burke-Fahn-Marsden Dystonia Rating Scale(BFMDRS) for dystonia patients improved significantly compared to the preoperative scores(P<0.001); Complications occurred in 10.1%(8/79) patients,and main side effects were dysarthria and diplopia.Conclusion Target positioning by preoperative CT/MRI image fusion technique in deep brain stimulation has high accuracy and good clinical outcomes. 展开更多
关键词 deep brain stimulation image fusion magnetic resonance imaging computed tomography Parkinson's disease DYSTONIA
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Multimodality image fusion for diagnosing coronary artery disease 被引量:1
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作者 Marina Piccinelli Ernest Garcia 《The Journal of Biomedical Research》 CAS 2013年第6期439-451,共13页
Coronary artery disease (CAD) is one of the leading causes of death in the US and a substantial health-care burden in all industrialized societies. In recent years we have witnessed a constant strive towards the dev... Coronary artery disease (CAD) is one of the leading causes of death in the US and a substantial health-care burden in all industrialized societies. In recent years we have witnessed a constant strive towards the development and the clinical application of novel or improved detection methods as well as therapies. Particularly, noninvasive imaging is a decisive component in the cardiovascular field. Image fusion is the ability of combining into a sin- gle integrated display the anatomical as well as the physiological data retrieved by separated modalities. Clinical evidence suggests that it represents a promising strategy in CAD assessment and risk stratification by significantly improving the diagnostic power of each modality independently considered and of the traditional side-by-side in- terpretation. Numerous techniques and approaches taken from the image registration field have been implemented and validated in the context of CAD assessment and management. Although its diagnostic power is widely ac- cepted, additional technical developments are still needed to become a routinely used clinical tool. 展开更多
关键词 image fusion CAD diagnosis computed tomography angiography nuclear imaging
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Image fusion using MIM software via picture archiving and communication system 被引量:1
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作者 GU Zhao-Xiang, JIANG Mao-Song Medicine and pharmaceuticals (Huadong Hospital, Shanghai 200040) 《Nuclear Science and Techniques》 SCIE CAS CSCD 2001年第4期241-246,共6页
The preliminary studies of the multimodality image registration and fusion were performed using an image fusion software and a picture archiving and communication system (PACS) to explore the methodology. Original ima... The preliminary studies of the multimodality image registration and fusion were performed using an image fusion software and a picture archiving and communication system (PACS) to explore the methodology. Original image voluminal data were acquired with a CT scanner, MR and dual-head coincidence SPECT, respectively. The data sets from all imaging devices were queried, retrieved, transferred and accessed via DICOM PACS. The image fusion was performed at the SPECT ICON work-station, where the MIM (Medical Image Merge) fusion software was installed. The images were created by reslicing original volume on the fly. The image volumes were aligned by translation and rotation of these view ports with respect to the original volume orientation. The transparency factor and contrast were adjusted in order that both volumes can be visualized in the merged images. The image volume data of CT, MR and nuclear medicine were transferred, accessed and loaded via PACS successfully. The perfect fused images of chest CT/18F-FDG and brain MR/SPECT were obtained. These results showed that image fusion technique using PACS was feasible and practical. Further experimentation and larger validation studies were needed to explore the full potential of the clinical use. 展开更多
关键词 放射性医学 图象融合 软件开发
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A PRELIMINARY STUDY ON COMPARISON AND FUSION OF METABOLIC IMAGES OF PET WITH ANATOMIC IMAGES OF CT AND MRI
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作者 朱朝晖 周前 《Chinese Medical Sciences Journal》 CAS CSCD 2001年第2期67-70,共4页
Objective. To compare and match metabolic images of PET with anatomic images of CT and MRI. Methods. The CT or MRI images of the patients were obtained through a photo scanner, and then transferred to the remote works... Objective. To compare and match metabolic images of PET with anatomic images of CT and MRI. Methods. The CT or MRI images of the patients were obtained through a photo scanner, and then transferred to the remote workstation of PET scanner with a floppy disk. A fusion method was developed to match the 2- dimensional CT or MRI slices with the correlative slices of 3- dimensional volume PET images. Results. Twenty- nine metabolically changed foci were accurately localized in 21 epilepsy patients’ MRI images, while MRI alone had only 6 true positive findings. In 53 cancer or suspicious cancer patients, 53 positive lesions detected by PET were compared and matched with the corresponding lesions in CT or MRI images, in which 10 lesions were missed. On the other hand, 23 lesions detected from the patients’ CT or MRI images were negative or with low uptake in the PET images, and they were finally proved as benign. Conclusions. Comparing and matching metabolic images with anatomic images helped obtain a full understanding about the lesion and its peripheral structures. The fusion method was simple, practical and useful for localizing metabolically changed lesions. 展开更多
关键词 image fusion positron emission tomography computed tomography magnetic resonance imaging
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CEUS-CT/MRI融合影像虚拟导航在弥漫性肝癌活检中的应用价值
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作者 李茜 孔文韬 +3 位作者 吴杰 闻宝杰 于鹏丽 王文平 《肿瘤影像学》 2024年第5期545-550,共6页
目的:探讨超声造影(contrast enhanced ultrasound,CEUS)-计算机体层成像(computed tomography,CT)/磁共振成像(magnetic resonance imaging,MRI)融合影像虚拟导航在弥漫性肝癌活检中的应用价值。方法:收集南京大学医学院附属鼓楼医院增... 目的:探讨超声造影(contrast enhanced ultrasound,CEUS)-计算机体层成像(computed tomography,CT)/磁共振成像(magnetic resonance imaging,MRI)融合影像虚拟导航在弥漫性肝癌活检中的应用价值。方法:收集南京大学医学院附属鼓楼医院增强CT/MRI检出而常规超声难以显示的弥漫性肝癌患者,运用融合成像技术将超声与增强CT/MRI图像进行融合,并进行超声造影。观察并分析病灶常规超声,超声造影以及CT/MRI图像表现、病灶可见性。患者均在虚拟导航下行经皮肝穿刺活检,总结穿刺成功率。结果:纳入的21例患者均完成CEUS-CT/MRI融合成像,融合成功率100.0%。在常规超声下,21例患者病灶均无法显示;在超声造影中,病灶动脉期显示率为66.7%(14/21),延迟期显示率为47.6%(10/21);21例患者在虚拟导航引导下完成了23例次经皮肝穿刺活检术,首次定位穿刺阳性率为90.5%(19/21),2例假阴性患者在第二次穿刺中取得阳性病理学结果。结论:融合影像虚拟导航技术对常规超声难以显示的弥漫性肝癌具有较高的定位及定性诊断价值。 展开更多
关键词 弥漫性肝癌 超声 融合成像 活检 计算机体层成像 磁共振成像
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头颈部3D-CTA与DSA影像融合技术在神经介入手术中的初步应用价值
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作者 欧阳小辉 贠跃杰 李大成 《中国医学工程》 2024年第9期64-68,共5页
目的分析探究头颈部三维CT血管造影(3D-CTA)与数字减影血管造影(DSA)影像融合技术在神经介入手术中的初步应用价值。方法选取2019年3月至2021年3月许昌中医院期间收治的70例神经介入治疗患者为本次研究对象。根据随机数表法将所有患者... 目的分析探究头颈部三维CT血管造影(3D-CTA)与数字减影血管造影(DSA)影像融合技术在神经介入手术中的初步应用价值。方法选取2019年3月至2021年3月许昌中医院期间收治的70例神经介入治疗患者为本次研究对象。根据随机数表法将所有患者分为对照组与观察组,各35例。对照组患者进行术中DSA辅助检查及治疗,观察组患者进行术中3D-CTA联合DSA辅助检查及治疗,对两组手术治疗效果进行对比。结果对比两组图像融合情况,发现观察组融合成功率高于对照组(P<0.05);观察组所用照射剂量及造影剂剂量均低于对照组(P<0.05)。结论为神经介入治疗患者应用头颈部3D-CTA联合DSA影像融合诊断技术更能有效减少放射量,可控制造影剂的剂量,可为临床治疗提供科学全面的诊断依据,降低手术治疗风险,值得在实际工作中进行应用与推广。 展开更多
关键词 头颈部 三维CT血管造影 数字减影血管造影 影像融合技术 神经介入手术 应用价值
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Assessment of the efficacy of reduced-radiation noncontrast computed tomography scan compared with the standard noncontrast computed tomography scan for detecting urolithiasis:A prospective single-center study
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作者 Gaurav Aggarwal Samiran Das Adhikary 《Current Urology》 2023年第1期18-24,共7页
Background:Noncontrast computed tomography(CT)scan of the kidneys,ureter and bladder is the standard investigative modality for diagnosing and following up patients with urolithiasis.With each scan,a patient receives ... Background:Noncontrast computed tomography(CT)scan of the kidneys,ureter and bladder is the standard investigative modality for diagnosing and following up patients with urolithiasis.With each scan,a patient receives radiation of 18-34 mGy.Dose considerations become pertinent because of a 10%lifetime incidence rate and higher than 50%risk of recurrence,necessitating repeated imaging in the lifetime of a stone former.Hence,this study aimed to assess the sensitivity of"reduced-radiation"CT imaging by altering scan settings to lower than the"standard"norms.Materials and methods:Altogether,222 patients(255"kidney-ureter"stone-bearing units or"renal units")with urolithiasis and patients undergoing CT for other reasons with incidental findings of renal/ureteric calculi between 2017 and 2019 were included.All patients were subjected to 3 sequential scans at tube current settings of 250 mA(CT-N/Standard),100 mA(CT-100),and 50 mA(CT-50)at a constant voltage of 120 kV.Their clinicodemographic and radiological findings were recorded and assessed for significance.Results:Of the 255 renal units,117 were between 30 and 44 years of age,75%were men.Of the 255 patients,178(70.1%)reported a first stone episode and 77 had recurrence.Lower ureteric calculi were predominant(40.4%).All calculi were identified on CT-N;CT-100 failed to detect calculi in 1 patient,and CT-50 failed in 3 patients,where all calculi were<3 mm in size.Meanwhile,none were undetected among patients with obesity.The sensitivity was 99.61%for the CT-100 and 98.82%for the CT-50,which indicated a 2.5 and 5 times lower radiation and dose/length,respectively,than CT-N.Conclusions:The reduced-radiation CT scan is safe,sensitive,and accurate for the diagnosis and follow-up of patients with urolithiasis with significantly lower radiation exposures.Our study lays the foundation to accept low-dose CT in general and CT-50 in particular,as the new"standard of care,"and attempt further dose reduction without loss of diagnostic efficacy. 展开更多
关键词 low-dose computed tomography scan Reduced-radiation computed tomography scan Reduced-radiation imaging Ureteric colic UROLITHIASIS
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儿童Xp11.2易位/TFE3基因融合相关性肾癌的CT和MRI表现 被引量:2
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作者 施莉丽 付金花 《中国医学影像学杂志》 CSCD 北大核心 2023年第11期1212-1215,共4页
目的探讨Xp11.2易位/TFE3基因融合相关性肾癌的CT和MRI表现,以提高本病的术前诊断水平。资料与方法回顾性分析2012年8月—2022年3月上海市儿童医院经病理证实的9例Xp11.2易位/TFE3基因融合相关性肾癌患者资料。9例行CT平扫及增强检查,7... 目的探讨Xp11.2易位/TFE3基因融合相关性肾癌的CT和MRI表现,以提高本病的术前诊断水平。资料与方法回顾性分析2012年8月—2022年3月上海市儿童医院经病理证实的9例Xp11.2易位/TFE3基因融合相关性肾癌患者资料。9例行CT平扫及增强检查,7例行MRI平扫及增强检查,观察Xp11.2易位/TFE3基因融合相关性肾癌瘤体的部位、大小、形态、密度/信号特征、强化方式以及转移情况等。结果9例均为单侧病灶,5例位于左肾,4例位于右肾;7例病变呈圆形或类圆形,2例为不规则形。CT平扫7例中6例呈稍高密度,2例呈等密度;6例可见钙化灶。MRI平扫7例T1WI以等、低信号为主,4例T2WI以等、高信号为主,3例T2WI以稍低信号为主,3例合并出血,4例合并囊变、坏死。7例扩散加权成像均呈明显高信号、相应表观扩散系数为低信号。增强后4例稍有强化,5例均呈轻-中度强化。5例伴转移。结论Xp11.2易位/TFE3基因融合相关性肾癌CT、MRI表现有一定的特征性,尤其是儿童肾实质内肿块,伴斑点状、斑片状钙化,可合并出血,扩散受限,增强扫描实性成分呈轻-中度强化,应高度警惕Xp11.2易位/TFE3基因融合相关性肾癌的可能。 展开更多
关键词 体层摄影术 X线计算机 磁共振成像 Xp11.2易位/TFE3基因融合相关性肾癌 儿童
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生成对抗网络下的低剂量CT图像增强 被引量:2
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作者 胡紫琪 谢凯 +2 位作者 文畅 李美然 贺建飚 《计算机应用》 CSCD 北大核心 2023年第1期280-288,共9页
为去除低剂量计算机断层扫描(LDCT)图像中的噪声,增强去噪后图像的显示效果,提出一种生成对抗网络(GAN)下的LDCT图像增强算法。首先,将GAN与感知损失、结构损失相结合对LDCT图像进行去噪;然后,对去噪后的图像分别进行动态灰度增强和边... 为去除低剂量计算机断层扫描(LDCT)图像中的噪声,增强去噪后图像的显示效果,提出一种生成对抗网络(GAN)下的LDCT图像增强算法。首先,将GAN与感知损失、结构损失相结合对LDCT图像进行去噪;然后,对去噪后的图像分别进行动态灰度增强和边缘轮廓增强;最后,利用非下采样轮廓波变换(NSCT)将增强后的图像在频域上分解为具有多方向性的系数子图,并将配对的高低频子图使用卷积神经网络(CNN)进行自适应融合,以重构得到增强后的计算机断层扫描(CT)图像。使用AAPM比赛公开的真实临床数据作为实验数据集,进行图像去噪、增强、融合实验,所提方法在峰值信噪比(PSNR)、结构相似度(SSIM)和均方根误差(RMSE)上的结果分别为33.015 5 dB、0.918 5和5.99。实验结果表明,所提算法在去除噪声的同时能保留CT图像的细节信息,提高图像的亮度和对比度,有助于医生更加准确地分析病情。 展开更多
关键词 低剂量计算机断层扫描 医学图像去噪 生成对抗网络 医学图像增强 非下采样轮廓波变换 图像融合
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影像融合在冠状动脉搭桥术后桥血管造影中的应用 被引量:4
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作者 闫瑞 闫继锋 +1 位作者 于运福 陈小贞 《影像诊断与介入放射学》 2023年第4期250-255,共6页
目的冠脉影像融合技术是将冠脉CT血管造影(CTA)与冠状动脉造影术(CAG)结合,并探讨其在冠脉桥血管造影中的应用。方法选取我院2018年10月—2019年10月的100例冠状动脉搭桥术后需要行冠脉造影检查的患者,根据是否行冠脉CTA检查分为对照组... 目的冠脉影像融合技术是将冠脉CT血管造影(CTA)与冠状动脉造影术(CAG)结合,并探讨其在冠脉桥血管造影中的应用。方法选取我院2018年10月—2019年10月的100例冠状动脉搭桥术后需要行冠脉造影检查的患者,根据是否行冠脉CTA检查分为对照组和实验组(各50例)。术中对照组单纯应用冠脉造影术寻找桥血管,实验组通过融合技术指导寻找桥血管,术后分别对比分析2组患者寻找桥血管所需时间、对比剂使用量、射线暴露时间等。结果与对照组比较,实验组对比剂用量(mL)为(55.20±10.04)比(92.60±15.55)(t=14.26);总辐射时间(min)为(13.26±3.71)比(18.64±3.31)(t=7.62);放射剂量(DAP,Gy·cm2)为(383.03±319.41)比(531.35±147.02)(t=2.97);总手术时间(min)为(16.98±3.55)比(28.42±4.50)(t=14.06);导管用量(根)为(3.88±0.86)比(4.96±0.78)(t=6.52);寻找桥血管时间(min)为(9.94±3.27)比(14.40±2.87)(t=7.22);术后肌酐值(μmol/L)为(100.96±28.58)比(116.82±26.86)(t=2.85);差异均具有统计学意义(P<0.05)。对照组肌酐术前及术后比较,差异有统计学意义(P<0.01),实验组肌酐及氨基末端脑利钠肽前体(NT-proBNP)手术前后差值比较有统计学意义(P<0.05)。结论影像融合技术能有效提高冠状动脉造影时桥血管造影效率,减少对比剂使用及射线暴露时间,不增加肾功能及心功能不全的风险。 展开更多
关键词 影像融合技术 桥血管造影 冠状动脉CT血管造影
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SPECT/CT在肺癌骨转移诊断中的价值分析
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作者 李丽 彭德新 +1 位作者 肖琼 高阳 《中国医学创新》 CAS 2023年第27期153-157,共5页
目的:探讨单光子发射计算机断层成像术(single-photon emission computed tomography,SPECT)/电子计算机X射线断层扫描技术(computed tomography,CT)融合显像在肺癌骨转移患者中的诊断价值。方法:选取新余市人民医院核医学科2022年2月—... 目的:探讨单光子发射计算机断层成像术(single-photon emission computed tomography,SPECT)/电子计算机X射线断层扫描技术(computed tomography,CT)融合显像在肺癌骨转移患者中的诊断价值。方法:选取新余市人民医院核医学科2022年2月—2023年1月接收的80例疑似肺癌骨转移患者,入选患者均进行CT、磁共振成像(MRI)及SPECT/CT融合显像检查,最终结果与手术病理金标准相比,计算三种检查方法诊断效能(敏感度、特异度、准确率),三者对不同肺癌原发病灶的检出率。结果:80例肺癌骨转移患者中,经手术病理确诊病灶为93个,包括恶性病变72个(<1 cm的15个,1~3 cm的33个,>3 cm的24个),良性病变21个;CT诊断肺癌骨转移的敏感度、特异度、准确率分别为69.44%、76.19%、70.97%;MRI分别为80.56%、71.43%、78.49%;SPECT/CT融合显像分别为97.22%、85.71%、94.62%,但其中以SPECT/CT融合显像检查敏感度、准确率显著更高(P<0.05);SPECT/CT对直径<1 cm肺癌原发病灶检出率高于CT、MRI,差异有统计学意义(P<0.05)。结论:临床进行肺癌骨转移诊断可采取MRI、CT及SPECT/CT融合显像,但SPECT/CT融合现象相较于CT、MRI诊断而言,诊断价值更高,且在微小病灶的检出上更具优势。 展开更多
关键词 单光子发射计算机断层成像术 电子计算机X 射线断层扫描技术 融合显像 肺癌骨转移
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SPECT/CT融合骨显像评价四肢骨折患者的愈合情况及与氧化应激水平的关系研究 被引量:1
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作者 吴继云 邓亚开 +1 位作者 陈伟南 刘卫峰 《中国医学装备》 2023年第11期64-67,共4页
目的:探讨单光子发射计算机断层扫描(SPECT)/CT融合骨显像评价四肢骨折患者的愈合情况及与氧化应激水平的关系。方法:选取在医院接受治疗的40例四肢骨折患者,所有患者术后采用SPECT/CT图像融合显像判断骨愈合情况,并进行超氧化物岐化酶(... 目的:探讨单光子发射计算机断层扫描(SPECT)/CT融合骨显像评价四肢骨折患者的愈合情况及与氧化应激水平的关系。方法:选取在医院接受治疗的40例四肢骨折患者,所有患者术后采用SPECT/CT图像融合显像判断骨愈合情况,并进行超氧化物岐化酶(SOD)、硫代巴比妥酸法检测丙二醛(MDA)检测;对所有患者进行随访,最终骨折愈合结果均经手术或随访证实。根据骨折愈合情况将40例四肢骨折患者分为12周愈合组(10例)、16周愈合组(25例)和延迟愈合组(5例)。比较3组SOD、MDA水平,采用Pearson相关性分析SOD、MDA与骨折愈合进度的相关性。结果:40例四肢骨折患者经SPECT/CT融合图像显示,其中30例放射性浓聚连续性通过骨折线并跨越骨折两端,SPECT/CT融合图像判断12周愈合组和16周愈合组患者骨折愈合的准确率为85.71%(30/35);12周愈合组、16周愈合组和延迟愈合组SOD及MDA水平比较,差异有统计学意义(F=6.103,F=53.344;P<0.05);12周愈合组SOD水平明显高于16周愈合组,16周愈合组明显高于延迟愈合组,12周愈合组MDA水平明显低于16周愈合组,16周愈合组明显低于延迟愈合组;Pearson相关性分析结果显示,四肢骨折患者的愈合情况及与SOD、MDA均存在相关性(r=-0.324,r=0.612;P<0.05)。结论:SPECT/CT融合骨显像能为评价四肢骨折愈合提供客观、准确的参考依据,具有重要的临床应用价值。骨折愈合程度与氧化应激指标存在相关性,可结合氧化应激指标综合进行四肢骨折愈合情况的判断,以提高诊断的准确性。 展开更多
关键词 单光子发射计算机断层扫描(SPECT)/CT融合骨显像 四肢骨折 愈合情况 氧化应激水平
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支架精细显影与3D-DSA影像融合技术在评价血流导向装置贴壁性的应用
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作者 付强 李欢欢 +1 位作者 陈迎春 宋雪倩 《中国微侵袭神经外科杂志》 CAS 2023年第12期95-98,共4页
目的探讨容积扫描支架精细显影与3D-DSA影像融合技术在评估血流导向装置贴壁性中的应用。方法对行血流导向装置置入的15例患者在置入血流导向装置术后行小视野容积扫描及常规3D-DSA造影,在后处理工作站对两者进行影像融合,三维融合图像... 目的探讨容积扫描支架精细显影与3D-DSA影像融合技术在评估血流导向装置贴壁性中的应用。方法对行血流导向装置置入的15例患者在置入血流导向装置术后行小视野容积扫描及常规3D-DSA造影,在后处理工作站对两者进行影像融合,三维融合图像可任意角度评价血流导向装置贴壁情况。结果患者均成功获得支架精细显影与3D-DSA影像融合图像,可任意角度评价血流导向装置贴壁情况,其中贴壁良好13例,贴壁不良2例。结论三维融合图像可清晰直观显示血流导向装置和载瘤动脉的关系,并可进行任意角度评价,提高评价准确性。 展开更多
关键词 颅内动脉瘤 血流导向装置 影像融合 支架精细显影
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Preoperative liver functional volumetry performed by 3D-99mTc-GSA scintigraphy/vascular fusion imaging using SYNAPSE VINCENT: a preliminary study 被引量:1
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作者 Hiroshi Yoshida Hiroshi Makino +6 位作者 Tadashi Yokoyama Hiroshi Maruyama Atsushi Hirakata Junji Ueda Yasuhiro Mamada Nobuhiko Taniai Eiji Uchida 《Hepatoma Research》 2016年第1期187-192,共6页
Aim:The present study was designed to evaluate the feasibility of preoperative liver functional volumetry performed by 3D-technetium-99m-diethylenetriaminepentaacetic acid-galactosyl-human serum albumin(99mTc-GSA)scin... Aim:The present study was designed to evaluate the feasibility of preoperative liver functional volumetry performed by 3D-technetium-99m-diethylenetriaminepentaacetic acid-galactosyl-human serum albumin(99mTc-GSA)scintigraphy/vascular fusion imaging using SYNAPSE VINCENT and to examine the discrepancy between conventional and functional volumetry.Methods:The study group comprised 15 patients who underwent preoperative 3-dimensional(3D)-99mTc-GSA scintigraphy/vascular fusion imaging using SYNAPSE VINCENT software before hepatectomy between July 2014 and August 2015.The diagnosis was hepatocellular carcinoma(n=4),metastatic liver tumor(n=10),or intrahepatic cholangiocarcinoma(n=1).Right hepatectomy was performed in 2 patients,left hepatectomy in 3 patients,right posterior sectionectomy in 3 patients,segmentectomy in 2 patients,and partial hepatectomy in 4 patients.99mTc-GSA scintigraphy and computed tomography(CT)were performed to construct 3D-99mTc-GSA scintigraphy/vascular fused images.The conventional volume ratio of the planned resection region without tumor(%CT),and the functional volume ratio of the planned resection region without tumor(%GSA)were calculated.The discrepancy ratio was calculated as follows:discrepancy ratio=100-%GSA/%CT×100(%).Results:The%GSA(17.9±16.7%)was significantly lower than the%CT(21.5±17.6%)(P<0.036).In all except 2 patients,the%GSA was lower than the%CT.The discrepancy ratio ranged from-4%to 75%(median,20.7%).Conclusion:3D-99mTc-GSA scintigraphy/vascular fused images constructed using SYNAPSE VINCENT were useful for noninvasively performing functional liver volumetry in patients scheduled to undergo various patterns of hepatectomy.In planned resection regions without tumor,the functional volume ratio was about 20%lower than the conventional volume ratio. 展开更多
关键词 Functional volumetry 99m-diethylenetriaminepentaacetic acid-galactosyl-human serum albumin SYNAPSE VINCENT fusion image 3-dimensional computed tomography
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SPECT/CT图像融合鉴别诊断疑似骨转移灶良恶性的价值 被引量:23
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作者 马玉波 王忠 +3 位作者 顾爱春 远奇 徐枫 刘平安 《上海交通大学学报(医学版)》 CAS CSCD 北大核心 2010年第10期1246-1250,共5页
目的分析单光子发射型计算机断层扫描/X线计算机断层扫描(SPECT/CT)融合图像对平面骨显像中疑似肿瘤骨转移灶的良恶性鉴别诊断的价值。方法临床拟排除肿瘤骨转移患者187例,常规99m锝-亚甲基二膦酸盐(99mTc-MDP)全身骨平面显像,若发现疑... 目的分析单光子发射型计算机断层扫描/X线计算机断层扫描(SPECT/CT)融合图像对平面骨显像中疑似肿瘤骨转移灶的良恶性鉴别诊断的价值。方法临床拟排除肿瘤骨转移患者187例,常规99m锝-亚甲基二膦酸盐(99mTc-MDP)全身骨平面显像,若发现疑似骨转移(或不能确定)者,则当即追加相应骨的局部核素SPECT和CT检查,并进行SPECT/CT图像融合分析,鉴别或明确疑似病灶的性质,并对部分病例随访或追加检查验证,统计分析单纯SPECT、CT和SPECT/CT方法的诊断效能。结果疑似病灶共计340个。SPECT/CT融合图像明确为良性病灶137个(40.3%),恶性病灶172个(50.6%),仍可疑者31个(9.1%),与单纯SPECT、CT诊断比较差异有统计学意义(P<0.01或P<0.05)。32例获得有明确诊断结论的随访,其诊断灵敏度、特异性、准确率(符合率)和误诊率分别为93.8%(15/16)、87.5%(14/16)、90.6%(19/32)和9.4%(3/32)。结论 SPECT/CT融合图像分析对疑似肿瘤骨转移灶有较高的鉴别或定性诊断价值,但仍有必要结合其他诊断手段综合分析,以减少误诊和漏诊。 展开更多
关键词 单光子发射型计算机断层扫描/X线计算机断层扫描 图像融合 骨显像 肿瘤转移
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三维DSA与MRI或CT融合技术在颅内动静脉畸形治疗中的应用价值 被引量:20
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作者 张翔圣 张鑫 +5 位作者 张庆荣 吴琪 文立利 茅磊 吴伟 杭春华 《中国脑血管病杂志》 CAS CSCD 北大核心 2015年第9期449-455,共7页
目的:探讨三维DSA与头部MRI、CT融合技术指导颅内动静脉畸形(AVM)个体化治疗的应用价值。方法回顾性分析南京军区南京总医院神经外科2015年1月至5月经DSA诊断明确为AVM的21例患者,术前分别行 DSA、MRI或 CT检查,并行三维 DSA与 MRI... 目的:探讨三维DSA与头部MRI、CT融合技术指导颅内动静脉畸形(AVM)个体化治疗的应用价值。方法回顾性分析南京军区南京总医院神经外科2015年1月至5月经DSA诊断明确为AVM的21例患者,术前分别行 DSA、MRI或 CT检查,并行三维 DSA与 MRI或 CT融合。在21例患者中,对15例行MRI与三维DSA融合,对6例行CT与三维DSA融合。结合患者影像融合结果进一步制订个体化治疗方案,治疗方案包括显微外科切除、血管内栓塞、立体定向放射(单一或综合)治疗。术后对患者进行2~6个月的随访观察。结果从患者术前三维DSA与头部MRI、CT融合图像,不仅可清晰地观察AVM的血管构筑、畸形团与周围神经结构之间的毗邻关系,同时对合并小动脉瘤的AVM或微小AVM可精准定位血管病变在脑组织的位置。结合影像融合结果,对17例患者行AVM显微外科切除术,2例患者行介入栓塞联合立体定向放射治疗,2例患者行立体定向放射治疗。17例行显微外科切除的AVM患者,随访期间无一例发生颅内再出血,末次格拉斯哥预后量表(GOS)评分5分者13例,4分者4例;1例行联合立体定向放射治疗的AVM患者在随访期间发生颅内再出血,末次GOS评分4分;其余3例患者随访期间未有新发神经功能缺损或再出血,GOS评分5分。结论三维DSA与头部MRI、CT融合技术新颖,操作方法简便,融合图像精准,能够有效地辅助制订AVM患者个体化治疗方案。 展开更多
关键词 颅内动静脉畸形 血管造影术 数字减影 磁共振成像 体层摄影术 螺旋计算机 三维成像 融合
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