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Imaging diagnosis of acute necrotizing encephalopathy of childhood 儿童急性坏死性脑病的影像学诊断
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.011
Zhiyao Tian, Hongming Zhu, J. Shao
Objective To analyze the imaging features of acute necrotizing encephalopathy of childhood (ANEC), and try to investigate its potential clinical value. Methods The clinical and imaging findings of 22 children from Wuhan Children′s Hospital diagnosed with ANEC were retrospective analyzed, from January 2013 to October 2018. All children were presented with hyperpyrexia and rapidly developed into rapid neurological deterioration after prodromic infection. In the initial imaging examination, all patients underwent head MRI, and 6 cases underwent additional head CT. During MRI follow-up, 4 cases were lost, 6 cases were followed up only once ( 14 days).The presence of hemorrhage and encephalomalacia in thalamus, brainstem, white matter and basal ganglia was carefully investigated throughout the follow-up. Results For the imaging manifestations of ANEC, bilateral thalamus were involved in all children. Other symmetrical lesions included white matter (14 cases), basal ganglia (15 cases), brainstem (16 cases), cerebellum (9 cases), corpus callosum (2 cases) and hippocampus (1 case). There were 3 children with asymmetric lesions, which were found in white matter (2 cases) and cerebellum (1 case).In the acute phase, the most typical head MRI showed "tricolor pattern"(high signal intensity in the center with surrounding low-signal, and hyperintense signals in the periphery of thalamus) or "bicolor pattern"(low signal in the central thalamus with surrounding hyperintense signals) of the thalamus on the apparent diffusion coefficient (ADC) imaging. Hemorrhage and encephalomalacia on MRI may suggest poor clinical outcome. Conclusions ANEC is a rapid progressive encephalopathy with typical imaging features. Hemorrhage and encephalomalacia on MRI may be associated with poor prognosis. Key words: Brain diseases; Child; Magnetic resonance imaging; Thalamus
目的分析儿童急性坏死性脑病(ANEC)的影像学特征,探讨其潜在的临床价值。方法回顾性分析2013年1月至2018年10月武汉市儿童医院诊断为ANEC的22例患儿的临床和影像学表现。所有患儿均表现为高热,并在前驱感染后迅速发展为神经功能迅速恶化。在最初的影像学检查中,所有患者都进行了头部MRI检查,6例患者额外进行了头部CT检查。MRI随访中失访4例,仅随访1次(14天)6例。在随访期间仔细观察丘脑、脑干、白质和基底节区出血和脑软化的存在。结果所有患儿均表现为双侧丘脑受累。其他对称病变包括白质(14例)、基底节区(15例)、脑干(16例)、小脑(9例)、胼胝体(2例)、海马(1例)。不对称病变3例,分别发生在脑白质(2例)和小脑(1例)。急性期,最典型的头部MRI在视扩散系数(ADC)成像上表现为丘脑的“三色模式”(中心高信号,周围低信号,周围高信号)或“双色模式”(中心低信号,周围高信号)。MRI上的出血和脑软化可能提示临床预后不佳。结论ANEC是一种快速进行性脑病,具有典型的影像学特征。MRI显示出血和脑软化可能与预后不良有关。关键词:脑部疾病;孩子;磁共振成像;丘脑
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引用次数: 0
Application of 3D-SPACE sequence combined with 3D-TOF MR angiography in follow-up for intracranial aneurysm after stent-assisted coil embolization 3D-SPACE序列联合3D-TOF MR血管造影术在颅内动脉瘤支架辅助线圈栓塞术后随访中的应用
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.010
Qiuji Shao, Qiang Li, Tianxiao Li, Li Li, Kaitao Chang, Qiaowei Wu, Meiyun Wang
Objective To explore the application value of three dimensional T1 weighted sampling perfection with application-optimized contrasts by using different flip angle evolutions (3D T1-SPACE) combined with three dimensional time of flight MR angiography (3D-TOF MRA) in the follow-up of stent-assisted coil embolization for intracranial aneurysm. Methods From December 2017 to October 2018, 25 patients with intracranial aneurysm who underwent stent-assisted coil embolization in Henan Provincial People′s Hospital were enrolled. All of them had wide neck intracranial aneurysms and were followed up for 6 to 10 months after endovascular treatment using 3D-TOF MRA, 3D T1-SPACE sequence and DSA. The DSA and 3D-TOF MRA were performed to evaluate aneurysm remnants using Raymond grade scale. Meanwhile, 3D-TOF MRA and 3D T1-SPACE sequence were performed to evaluate in-stent lumen visibility using the 4-point scale. The paired sample Wilcoxon test was used to evaluate the aneurysm remnants and the parent artery patency. DSA was used as the gold standard to calculate the specificity and accuracy of the aneurysm remnants evaluated by 3D-TOF MRA. Results Six to ten months′ follow up after the procedure, for aneurysm occlusion, the Raymond grade scale of the 25 patients evaluated by DSA indicated grade 1 in 23 patients, 2 in 1 and 3 in 1. For patients evaluated by 3D-TOF MRA, the results demonstrated grade 1 in 21 patients, 2 in 3 and 3 in 1. There was no difference between the 2 methods (Z=-0.557, P=0.577). The in-stent lumens of parent vessel evaluated by 3D-TOF MRA showed that there were 14 patients with grade 3, 8 patients with grade 2 and 3 patients with grade 1. However, 3D T1-SPACE demonstrated that all 25 patients were grade 4. The 3D T1-SPACE was superior to evaluate the in-stent lumens than 3D-TOF MRA (Z=-4.484, P<0.001). Taking DSA as standard, the specificity and accuracy of the aneurysm remnants evaluated by 3D-TOF MRA were 86.9% (20/23) and 84.0% (21/25), respectively. Conclusion 3.0 T 3D T1-SPACE MR sequence can be used to assess parent artery patency, with in-stent lumen being clearly visible. 3D-TOF MRA can evaluate intracranial aneurysm remnants. The combination of these two MRI imaging techniques can be used as an optional follow-up evaluation after the endovascular treatment of intracranial aneurysms. Key words: Intracranial aneurysm; Magnetic resonance imaging; Embolization, therapeutic; Follow-up studies
目的探讨不同翻转角度演变(3DT1-SPACE)与三维飞行时间磁共振血管成像(3D-TOF-MRA)在颅内动脉瘤支架辅助线圈栓塞随访中的应用价值。方法选择2017年12月至2018年10月在河南省人民医院接受支架辅助线圈栓塞治疗的颅内动脉瘤患者25例。所有患者均患有宽颈颅内动脉瘤,并在血管内治疗后使用3D-TOF MRA、3DT1-SPACE序列和DSA随访6至10个月。采用Raymond分级量表进行DSA和3D-TOF MRA评估动脉瘤残余。同时,进行3D-TOF MRA和3D T1-SPACE序列,以使用4点量表评估支架内管腔的可见性。配对样本Wilcoxon试验用于评估动脉瘤残余和母动脉通畅性。以DSA作为金标准,计算3D-TOF MRA评价动脉瘤残余的特异性和准确性。结果术后随访6~10个月,25例动脉瘤闭塞患者的Raymond评分分别为1级23例、2级1例和3级1例。对于通过3D-TOF MRA评估的患者,结果显示21名患者为1级,3名患者为2级,1名患者为3级。两种方法之间无差异(Z=-0.557,P=0.577)。3D-TOF MRA评估母血管支架内管腔显示,3级14例,2级8例,1级3例。然而,3D T1-SPACE显示所有25名患者均为4级。以DSA为标准,3D-TOF MRA评价动脉瘤残余的特异性和准确性分别为86.9%(20/23)和84.0%(21/25)。结论3.0T 3D T1-SPACE MR序列可用于评估母动脉的通畅性,支架内管腔清晰可见。3D-TOF MRA可以评估颅内动脉瘤残留。这两种MRI成像技术的结合可以作为颅内动脉瘤血管内治疗后的可选随访评估。关键词:颅内动脉瘤;磁共振成像;栓塞,治疗;后续研究
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引用次数: 0
Research progress of radiomics in atherosclerosis 动脉粥样硬化的放射组学研究进展
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.017
L. Peng
影像组学作为新兴多学科交叉研究领域,融合数字影像信息、统计学、人工智能、机器学习和深度学习等方法,打破了传统视觉影像评价模式,为动脉粥样硬化研究开辟了新的方向。影像组学在颈动脉、冠状动脉等大动脉血管疾病的诊断,治疗方案的选择,疗效评估及预后判断等方面显示出巨大潜在价值。笔者就动脉粥样硬化影像组学的基本内容及其临床应用进展进行综述。
As a new interdisciplinary research field, imageomics integrates digital image information, statistics, artificial intelligence, machine learning and deep learning, breaking the traditional visual image evaluation model and opening up a new direction for atherosclerosis research. Imaging omics has shown great potential value in the diagnosis, treatment plan selection, efficacy evaluation, and prognosis judgment of major arterial vascular diseases such as carotid and coronary arteries. This article reviews the basic content and clinical application of atherosclerosis icomics.
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引用次数: 0
Application of artificial intelligence in cardiac MRI analysis 人工智能在心脏MRI分析中的应用
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.001
Q. Tao, Yuanyuan Wang, L. Xia
人工智能(AI)在心脏MRI多序列的图像数据上有巨大的应用潜力。AI可辅助放射科医师和科研工作者对复杂心脏MRI图像进行快速精准的解读,为临床诊断和科学研究提供量化指标。笔者从技术角度回顾AI分析心脏MRI的发展历程,包括基于图像、基于模型和基于数据的3类算法的特点,并简要阐述现阶段MRI图像的AI研究所需要关注的问题。
Artificial intelligence (AI) has great potential for application in multi sequence cardiac MRI image data. AI can assist radiologists and researchers in quickly and accurately interpreting complex cardiac MRI images, providing quantitative indicators for clinical diagnosis and scientific research. The author reviews the development process of AI analysis of cardiac MRI from a technical perspective, including the characteristics of three types of algorithms: image based, model based, and data based, and briefly elaborates on the issues that need to be addressed in current AI research on MRI images.
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引用次数: 0
The diagnostic value of both mammography and MRI in combination with clinical features in high-risk breast lesions 乳腺钼靶摄影和MRI结合临床特征对高危乳腺病变的诊断价值
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.006
Chao You, Weijun Peng, Yajia Gu, Sheng Chen, Xiaohan Liu, Tingting Jiang, Wentao Yang
Objective To evaluate the value of mammography and MRI combined with clinical features in predicting upgrade to malignancy in high-risk breast lesions. Methods Data from 230 patients who were diagnosed with high-risk breast lesions and underwent both mammography and MRI examinations before biopsy were analyzed retrospectively from Jan 2017 to Mar 2018 in Fudan University Shanghai Cancer Hospital. The imaging features of both mammography and MRI were analyzed, and the association between mammography, MRI and clinical features were evaluated using pathology as the gold standard. Independent t test and χ2 test were used to compare the difference of clinical and imaging features between upgrade and non-upgrade groups, using receiver operating characteristic (ROC) curve to test the diagnostic value between mammography and MRI. Binary logistic regression was used to evaluate the correlation between upgrade and clinical, imaging findings. Results Two hundred and thirty patients had 230 lesions, and 47 cases had atypia upgrade to malignancy during second surgery (upgrade rate was 20.4%). There were statistically significant differences in age, maximum diameter of lesion, and menopausal status between the upgraded and non-upgraded groups (P 0.05), while there was statistically significant difference in breast MRI features and background parenchymal enhancement (P<0.05). For the diagnostic value in predicting upgrade of high-risk lesions, MRI was better than mammography (the areas under ROC curve were 0.913 and 0.606, Z=6.919, P<0.01). Single factor analysis showed that age, lesion size, menopausal status, MRI negative and background parenchymal enhancement on MRI were significantly different for upgrade to malignancy (P<0.05). Multiple factors analysis showed age and background parenchymal enhancement on MRI were independent factors for predicting upgrade (P<0.01). Conclusion For the upgrade to malignancy in high-risk lesions, the diagnostic value of MRI is better than mammography. The elder age and moderate or marked background parenchymal enhancement on MRI may serve as useful predictors of upgrade. Key words: Breast neoplasms; High-risk lesion; Mammography; Magnetic resonance imaging
目的评价乳腺钼靶摄影和MRI结合临床特点预测高危乳腺病变升级为恶性的价值。方法回顾性分析2017年1月至2018年3月复旦大学上海癌症医院收治的230例诊断为高危乳腺病变并在活检前进行乳腺摄影和MRI检查的患者的数据。分析了钼靶x线摄影和MRI的成像特征,并以病理学为金标准评估了钼靶X线摄影、MRI和临床特征之间的相关性。采用独立t检验和χ2检验来比较升级组和非升级组的临床和影像学特征的差异,并采用受试者操作特征(ROC)曲线来检验钼靶摄影和MRI的诊断价值。二元逻辑回归用于评估升级与临床、影像学检查结果之间的相关性。结果230例患者共有230个病灶,47例患者在二次手术中异型性升级为恶性(升级率为20.4%),在预测高危病变升级的诊断价值方面,MRI优于钼靶摄影(ROC曲线下面积分别为0.913和0.606,Z=6.919,P<0.01),MRI阴性和背景实质增强对恶性肿瘤的诊断有显著性差异(P<0.05)。多因素分析表明,年龄和背景实质强化是预测恶性肿瘤升级的独立因素(P<0.01)。结论对于高危病变的恶性肿瘤升级,MRI的诊断价值优于乳腺摄影。老年人和MRI上中等或显著的背景实质增强可能是升级的有用预测因素。关键词:乳腺肿瘤;高危病变;乳腺造影术;磁共振成像
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引用次数: 0
The value of multiparametric MRI and transrectal ultrasound fusion guided biopsy in the detection of clinical significant prostate cancer 多参数MRI和经直肠超声融合引导活检在诊断临床显著前列腺癌症中的价值
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.008
Ximing Wang, J. Bao, Chunhong Hu, Zhongshuai Zhang, Qi-lin Xi, Jianquan Hou, Han Li, Zhuxin Wei
Objective To evaluate the application of multiparametric MRI (mpMRI)-transrectal ultrasound (TRUS) fusion guided biopsy in the diagnosis of clinical significant prostate cancer (PCa). Methods A prospective analysis was performed in 168 patients with suspected PCa from September 2015 to June 2017 in the First Affiliated Hospital of Soochow University. Suspicious areas on mpMRl were defined and graded using prostate imaging reporting and data system version 2 (PI-RADS V2) score. All the patients had the TRUS-guided systematic biopsy, 108 patients with PI-RAD V2 scores ≥ 3 had additional MRI-TRUS targeted biopsies. Taking pathologic results as golden standard, the detection rates were compared between the 2 methods using χ2 test. Results Initially, all of the 168 patients underwent TRUS biopsy. PCa was detected in 86 (101 niduses) of 168 patients (51.19%, 86/168), 82 (91 niduses) (48.81%, 82/168) were not prostate cancer. Seventy eight (46.43%, 78/168) cases of PCa were detected by TRUS biopsy, and 63 (58.33%, 63/168) cases of PCa were detected by MRI-TRUS fusion guided biopsy, the difference was statistically significant between TRUS biopsy and MRI-TRUS fusion guided biopsy (χ2=3.73, P=0.035). The 168 patients were biopsied with a total of 2 300 cores, including TRUS biopsy 2 016 cores and MRI-TRUS fusion targeted biopsy 284 cores. Additionally, the detection rate for per cores for MRI-TRUS fusion targeted biopsy (51.76%, 147/284) was significantly higher than that for TRUS biopsy cores (19.64%, 396/2 016) (χ2=142.38,P<0.05). Among patients with a positive biopsy for PCa, the biopsy cores for conventional TRUS biopsy was 1 032 comparing to 214 cores for MRI-TRUS biopsy. The suspicious MRI-TRUS fusion targeted biopsy (68.69%, 147/214) detected more PCa compared with TRUS biopsy (38.37%, 396/1 032) (χ2=66.27, P<0.05). Among patients with a positive biopsy for PCa, MRI-TRUS fusion targeted biopsy [69.74% (106/152)] detected more significant cancer cores than TRUS biopsy [54.50% (351/644) ] (χ2=11.67, P<0.05). Conclusion MRI-TRUS fusion biopsy combined with PI-RADS V2 increases positive rate markedly and improves the detection rate of clinical significant PCa. Key words: Prostate neoplasms; Magnetic resonance imaging; Transrectal ultrasound
目的探讨多参数磁共振成像(mpMRI)-经直肠超声(TRUS)融合引导活检在临床意义的前列腺癌(PCa)诊断中的应用价值。方法对2015年9月至2017年6月苏州大学第一附属医院168例疑似PCa患者进行前瞻性分析。mpMRl上可疑区域的定义和分级采用前列腺成像报告和数据系统版本2 (PI-RADS V2)评分。所有患者均行trus引导下的系统活检,PI-RAD V2评分≥3分的108例患者行MRI-TRUS靶向活检。以病理结果为金标准,采用χ2检验比较两种方法的检出率。结果最初,所有168例患者均行TRUS活检。168例患者中有86例(101个病灶)检出前列腺癌(51.19%,86/168),82例(91个病灶)未检出前列腺癌(48.81%,82/168)。TRUS活检检出PCa 78例(46.43%,78/168),MRI-TRUS融合引导活检检出PCa 63例(58.33%,63/168),两者差异有统计学意义(χ2=3.73, P=0.035)。168例患者共行活检2 300个核,其中TRUS活检2 016个核,MRI-TRUS融合靶活检284个核。MRI-TRUS融合活检每芯检出率(51.76%,147/284)显著高于TRUS活检每芯检出率(19.64%,396/2 016)(χ2=142.38,P<0.05)。在PCa活检阳性的患者中,常规TRUS活检的活检芯为1 032芯,而MRI-TRUS活检的活检芯为214芯。可疑MRI-TRUS融合活检(68.69%,147/214)比TRUS活检(38.37%,396/1 032)检出更多的PCa (χ2=66.27, P<0.05)。在前列腺癌活检阳性患者中,MRI-TRUS融合活检[69.74%(106/152)]比TRUS活检[54.50%(351/644)]检出显著癌芯(χ2=11.67, P<0.05)。结论MRI-TRUS融合活检联合PI-RADS V2可显著提高前列腺癌的阳性率,提高临床显著性前列腺癌的检出率。关键词:前列腺肿瘤;磁共振成像;Transrectal超声波
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引用次数: 1
The value of tumor hemodynamics and morphological features in predicting the postoperative recurrence time of breast cancer based on dynamic contrast-enhanced MRI 基于动态增强MRI的肿瘤血流动力学和形态学特征预测癌症术后复发时间的价值
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.007
W. Niu, Yahong Luo, Tao Yu, Yan Guo, Yi Zhang, Tengfei Peng, Xiaowen Ma, Puchen Li
Objective To investigate the value of tumor hemodynamics and morphological features from conventional dynamic contrast-enhanced MRI (DCE-MRI) scan before surgery in predicting postoperative recurrence time in breast cancer patients. Methods A retrospective analysis of 58 patients with breast cancer who had recurred after operation from November 2012 to December 2014 in Liaoning Cancer Hospital was performed. According to the recurrence time, the patients were divided into early recurrence group (≤2 years after surgery, 33 cases) and late recurrence group (>2 years after surgery, 25 cases). All patients underwent routine DCE-MRI scans before surgery, and hemodynamic features of the three-dimensional volume of the tumor and the morphological and textural features of the tumor in each phase were extracted by computer. The counts and measurement data of patients in early recurrence group and late recurrence group were compared by Fisher′s exact probability method and Mann-Whitney U test, and receiver operating characteristic (ROC) curves were drawn. The multivariate logistic regression was used to calculate the combined efficacy in predicting early recurrence and late recurrence. Kaplan-Meier method was used to analyze the survival prognosis, and Log-Rank test was used to compare the differences in survival curves between groups. Results There was no significant difference in background parenchymal enhancement, lesion margin, lesion internal enhancement characteristics, lesion morphology, time-signal intensity curve type and the degree of whole-breast vascularity increase between early recurrence and late recurrence groups (P>0.05).There were significant differences in the maximum concentration of contrast (Max Conc), the area under the time signal curve (AUC) and the maximum slope value of the time signal curve (Max Slope) (P<0.05). Comparative analysis of the radiomics parameters of 8 phases DCE-MRI found that the sphericity of morphological characteristic parameters in the phase 3 was statistically different between the early recurrence and late recurrence groups (P=0.03). Area under the ROC curve of AUC, Max Conc, Max Slope and parameter sphericity of phase 3 morphological characteristics for predicting early and late recurrence were 0.664, 0.659, 0.684 and 0.670, respectively. The area under the ROC combined with the above four parameters for prediction was 0.765, with a specificity of 63.6% and a sensitivity of 84.0%; the predictive efficacy was higher than that of univariate. Fifty-eight patients were followed up for 17 to 64 months with a median follow-up of 47 months. The disease-free survival and overall survival in the early recurrence group were significantly lower than those in the late recurrence group, and the difference was statistically significant (P<0.05). Conclusion It is of certain value to predict the postoperative recurrence time of breast cancer based on the tumor hemodynamic characteristics combined with mo
目的探讨癌症患者术前常规动态增强MRI(DCE-MRI)扫描的肿瘤血流动力学和形态学特征对预测术后复发时间的价值。方法对辽宁省癌症医院2012年11月至2014年12月收治的58例术后复发的癌症患者进行回顾性分析。根据复发时间,将患者分为早期复发组(术后≤2年,33例)和晚期复发组(手术后>2年,25例)。所有患者在手术前均进行了常规DCE-MRI扫描,并通过计算机提取肿瘤三维体积的血液动力学特征以及每个阶段肿瘤的形态和质地特征。采用Fisher精确概率法和Mann-Whitney U检验对早期复发组和晚期复发组患者的计数和测量数据进行比较,绘制受试者工作特性(ROC)曲线。多变量逻辑回归用于计算预测早期复发和晚期复发的综合疗效。Kaplan-Meier法用于分析生存预后,Log-Rank检验用于比较各组之间生存曲线的差异。结果早期复发组与晚期复发组在背景实质增强、病变边缘、病变内部增强特征、病变形态、时间信号强度曲线类型和全乳血管增加程度等方面无显著差异(P>0.05),时间信号曲线下面积(AUC)和时间信号曲线最大斜率值(Max slope)(P<0.05)。对8期DCE-MRI放射组学参数的比较分析发现,早期复发组和晚期复发组3期形态特征参数的球形度有统计学差异(P=0.03),预测早期和晚期复发的3期形态特征的最大Conc、最大Slope和参数球度分别为0.664、0.659、0.684和0.670。ROC下面积结合上述四个参数预测为0.765,特异性为63.6%,敏感性为84.0%;预测疗效高于单因素预测。58名患者接受了17至64个月的随访,中位随访时间为47个月。早期复发组的无病生存率和总生存率显著低于晚期复发组,结论根据肿瘤血流动力学特征结合术前无创常规DCE-MRI的形态学特征预测癌症术后复发时间具有一定价值。关键词:乳腺肿瘤;磁共振成像;纹理分析;重复
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引用次数: 0
Nonpsammomatous melanotic schwannoma of the lumbar spine: a case report 腰椎非沙粒性黑色素神经鞘瘤1例
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.016
Yuge Chen, Yueqin Chen, Xiang Guo, Zhanguo Sun, Zhitao Shi
本文报道1例53岁女性腰椎无沙粒体型色素性神经鞘瘤患者的临床资料,患者主要临床表现为腰背部持续性钝痛。CT显示腰3、4椎体水平椎管及左侧椎间孔区不均质实性病灶,呈哑铃状,左侧椎间孔扩大;MRI显示病灶T1WI呈混杂稍高信号,T2WI呈混杂略低信号,DWI呈团块状扩散受限,增强扫描呈轻度不均匀强化信号。经病理诊断为腰椎非沙粒体型色素性神经鞘瘤。
本文报道1例53岁女性腰椎无沙粒体型色素性神经鞘瘤患者的临床资料,患者主要临床表现为腰背部持续性钝痛。CT显示腰3、4椎体水平椎管及左侧椎间孔区不均质实性病灶,呈哑铃状,左侧椎间孔扩大;MRI显示病灶T1WI呈混杂稍高信号,T2WI呈混杂略低信号,DWI呈团块状扩散受限,增强扫描呈轻度不均匀强化信号。经病理诊断为腰椎非沙粒体型色素性神经鞘瘤。
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引用次数: 0
CT radiomics model for differentiating malignant and benign thyroid nodules 鉴别甲状腺良恶性结节的CT放射组学模型
Q4 Medicine Pub Date : 2020-03-10 DOI: 10.3760/CMA.J.ISSN.1005-1201.2020.03.003
D. Kong, Jian-dong Zhang, W. Shan, S. Duan, Lili Guo
Objective To investigate the value of CT radiomics mode in differential diagnosis of benign and malignant thyroid nodules. Methods The clinical and imaging data of 179 patients with thyroid nodules confirmed by pathology from May 2017 to August 2018 were retrospectively analyzed in the Affiliated Huaian First People′s Hospital of Nanjing Medical University. Among the patients, 89 cases were benign nodules and 90 cases were malignant nodules. All patients underwent unenhanced and enhanced CT scan before operation. The stratified random sampling method was used to divide patients into a training group (143 cases) and a testing group (36 cases) according to a ratio of 8∶2. The A.K software was used to extract 378 imaging omics features based on preoperative CT images, and then Spearman correlation analysis and least absolute shrinkage and selection operator regression analysis were used for feature selection and model construction. The receiver operating characteristic (ROC) curve was used to verify the model in the training group and the testing group, and the efficacy of imaging omics features to predict benign and malignant thyroid nodules was evaluated. Results After feature screening, 16 radiomics features were used to construct an identification model between benign and malignant thyroid nodules. In the training group, the area under the ROC curve (AUC) was 0.92 [95% confidence interval (CI): 0.88-0.97], the sensitivity and specificity were 88.7%, 82.0%, and the diagnostic accuracy of the model was 91.1%. In the testing group, AUC was 0.90 (95%CI: 0.81-0.98), sensitivity and specificity were 88.5%, 84.6%, and the diagnostic accuracy of the model was 88.2%. Conclusion The CT radiomics mode has a good diagnostic performance in the identification of benign and malignant thyroid nodules. Key words: Tomography, X-Ray computed; Thyroid nodule; Diagnosis, differential; Radiomics
目的探讨CT放射组学模式在甲状腺良恶性结节鉴别诊断中的价值。方法回顾性分析2017年5月至2018年8月在南京医科大学附属淮安第一人民医院经病理证实的179例甲状腺结节患者的临床和影像学资料。其中良性结节89例,恶性结节90例。所有患者术前均进行了CT平扫和增强扫描。采用分层随机抽样方法,将患者按8∶2的比例分为训练组(143例)和试验组(36例)。使用A.K软件基于术前CT图像提取378个成像组学特征,然后使用Spearman相关分析和最小绝对收缩和选择算子回归分析进行特征选择和模型构建。受试者操作特征(ROC)曲线用于验证训练组和测试组的模型,并评估成像组学特征预测甲状腺良恶性结节的疗效。结果经过特征筛选,利用16个放射组学特征构建了甲状腺良恶性结节的鉴别模型。训练组的ROC曲线下面积(AUC)为0.92[95%置信区间(CI):0.88-0.97],敏感性和特异性分别为88.7%、82.0%,模型诊断准确率为91.1%。测试组的AUC为0.90(95%置信区间:0.81-0.98),敏感性和特异度分别为88.5%、84.6%,结论CT放射组学模式对甲状腺良恶性结节具有良好的诊断性能。关键词:体层摄影、X射线计算机;甲状腺结节;诊断,鉴别;放射组学
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引用次数: 2
Comparison of chest CT images between confirmed and suspected cases of COVID-19/ 中华放射学杂志 新型冠状病毒肺炎(COVID-19)确诊与疑似病例胸部CT影像比较
Q4 Medicine Pub Date : 2020-03-05 DOI: 10.3760/CMA.J.CN112149-20200220-00205
Rui Hu, Nan Huang, C. Wen, Qiang He, Liang Zhao, Junhua Qiu, Dehong Wu, Can Guo, Lin Xu
Objective To explore the value of chest CT features and clinical indexes in the differential diagnosis between suspected COVID-19 with two or more negative nucleic acid tests and confirmed COVID-19. Methods The clinical data and chest CT images of 105 cases withconfirmedCOVID-19 (55 males and 50 females, aged from 2 month to 88 years) and 97 cases with suspected COVID-19(59 males and 38 females, aged from 1 month to 93 years) were analyzed retrospectively in Shiyan Taihe Hospital from January 21 to February 10, 2020. χ2test and two independent sample t test were used to analyze the clinical data and CT signs of the two cases, with P<0.05 for the difference statistically significant. Results Compared with the suspected patients, the average age of diagnosis of covid-19 was higher (t = 2.460, P = 0.01). The main pathological changes were pure ground glass (68 cases) and mixed ground glass density (53 cases) (χ2 = 50.016, P< 0.01). Interstitial thickening (83 cases) (χ2 = 55.395, P< 0.01), vascular thickening (73 cases) (χ2 = 57.527, P< 0.01), air bronchoscopic sign or bronchiectasis Zhang (67 cases) (χ2 = 17.899, P< 0.01), cord focus (54 cases) (χ2 = 5.500, P = 0.02), easily distributed under the pleura and the long axis of the lesion was parallel to the pleura (89 cases) (χ2 = 23.597, P< 0.01), most of them had no pleural effusion (χ2 = 7.017, P< 0.01); both lesions were mainly distributed in patches (89 cases were confirmed, 87 suspected) (χ2 = 19.573, P< 0.01). In addition, the lesions of patients with confirmed covid-19 showed progress in short term (72 / 87, 82.76%), and those with suspected covid-19 showed remission in short term (63 / 89, 70.78%). The difference was statistically significant (χ2 = 51.114, P< 0.01). There was no significant difference in gender and distribution of pulmonary lobes (χ2 = 1.462, P= 0.23; χ2 = 7.381, P= 0.19). The number of white blood cells (χ2 = 17.891, P< 0.01) and the percentage of lymphocytes (χ2 = 11.151,P< 0.01) of covid-19 were mostly normal or decreased, creatine kinase (χ2 = 9.589, P< 0.01) were mostly normal, and erythrocyte sedimentation rate was mostly normal or increased (χ2 = 4.240, P= 0.04). Conclusions The imaging features and biochemical indexes of diagnosed COVID-19 are different from those of suspected COVID-19. The comparative analysis of imaging features, clinical indexes and reexamination are helpful for the differential diagnosis of COVID-19 and suspected COVID-19. Key words: COVID-19; Tomography, X-ray computed
目的探讨两次及以上核酸检测阴性的疑似病例与确诊病例的胸部CT特征及临床指标鉴别诊断价值。方法回顾性分析十堰市太和医院2020年1月21日至2月10日收治的105例新冠肺炎确诊病例(男55例,女50例,年龄2个月~ 88岁)和97例疑似病例(男59例,女38例,年龄1个月~ 93岁)的临床资料和胸部CT图像。采用χ2检验和两独立样本t检验对两例患者的临床资料及CT征象进行分析,P<0.05为差异有统计学意义。结果与疑似患者相比,新冠肺炎确诊的平均年龄较高(t = 2.460, P = 0.01)。主要病理改变为纯磨玻璃(68例)和混合磨玻璃(53例)(χ2 = 50.016, P< 0.01)。间质增厚(83例)(χ2 = 55.395, P< 0.01),血管增厚(73例)(χ2 = 57.527, P< 0.01),支气管镜征象或支气管扩张张(67例)(χ2 = 17.899, P< 0.01),脊髓灶灶(54例)(χ2 = 5.500, P = 0.02),易分布于胸膜下,病变长轴平行于胸膜(89例)(χ2 = 23.597, P< 0.01),多数无胸腔积液(χ2 = 7.017, P< 0.01);两种病变均以斑块分布为主(确诊89例,疑似87例)(χ2 = 19.573, P< 0.01)。新冠肺炎确诊患者短期内病变进展(72 / 87,82.76%),疑似患者短期内病变缓解(63 / 89,70.78%)。差异有统计学意义(χ2 = 51.114, P< 0.01)。性别、肺叶分布差异无统计学意义(χ2 = 1.462, P= 0.23;χ2 = 7.381, p = 0.19)。白细胞数(χ2 = 17.891, P< 0.01)、淋巴细胞百分比(χ2 = 11.151,P< 0.01)基本正常或降低,肌酸激酶(χ2 = 9.589, P< 0.01)基本正常,血沉基本正常或升高(χ2 = 4.240, P= 0.04)。结论新冠肺炎确诊病例的影像学特征及生化指标与疑似病例不同。影像学特征、临床指标及复查对比分析有助于与疑似病例的鉴别诊断。关键词:COVID-19;x线计算机断层扫描
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引用次数: 3
期刊
Zhonghua fang she xue za zhi Chinese journal of radiology
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