MRE

MRE
  • 文章类型: Journal Article
    背景:严格,炎症性肠病(IBD)患者常见穿透性并发症和肠外表现(EIMs).关于IBD患者中这些并发症的患病率的数据有限。因此,我们旨在评估横断面成像中偶然发现的这些并发症的负担.
    方法:在伦敦的两个三级护理中心进行的回顾性研究,安大略省。纳入在2010年1月1日至2018年12月31日期间接受CT小肠造影(CTE)或MR小肠造影(MRE)的确诊为IBD的患者(≥18岁)。分类变量报告为比例,并且报告连续变量的平均值和标准偏差。
    结果:557例IBD患者共进行了615次影像学检查(MRE:67.3%[414/615])(CD:91.4%[509/557],UC:8.6%[48/557])。38.2%(213/557)的患者为男性,平均年龄45.6岁(±15.8),中位病程为11.0年(±12.5)。在CD患者中,33.2%(169/509)有狭窄,7.8%有两个或两个以上狭窄,66.3%认为是炎症。在10.6%(54/509)中报告了瘘管,最常见的是肛周瘘(27.8%[15/54]),其次是肠外瘘(16.8%[9/54]),肠瘘(16.8%[9/54])。此外,7.4%(41/557)的IBD患者在横断面成像上发现有EIM,最普遍的EIM是胆石症(63.4%[26/41]),其次是骶髂关节炎(24.4%[10/41]),原发性硬化性胆管炎(4.8%[2/41])和肾结石(4.8%[2/41])。
    结论:大约40%接受横断面成像的CD患者有狭窄或造瘘的证据,7%的IBD患者具有可检测的EIM。这些结果突出了疾病的负担和对这些疾病表型的特定疗法的需要。
    BACKGROUND: Stricturing, penetrating complications and extraintestinal manifestations (EIMs) are frequent in patients with inflammatory bowel disease (IBD). There is limited data on the prevalence of these complications in patients with IBD. Therefore, we aimed to assess the burden of these complications detected incidentally on cross-sectional imaging.
    METHODS: A retrospective study conducted at two tertiary care centers in London, Ontario. Patients (≥18 years) with a confirmed diagnosis of IBD who underwent CT enterography (CTE) or MR enterography (MRE) between 1 Jan 2010 and 31 Dec 2018 were included. Categorical variables were reported as proportions and the mean and standard deviations were reported for continuous variables.
    RESULTS: A total of 615 imaging tests (MRE: 67.3% [414/615]) were performed in 557 IBD patients (CD: 91.4% [509/557], UC: 8.6% [48/557]). 38.2% (213/557) of patients were male, with mean age of 45.6 years (±15.8), and median disease duration of 11.0 years (±12.5). Among patients with CD, 33.2% (169/509) had strictures, with 7.8% having two or more strictures and 66.3% considered inflammatory. A fistula was reported in 10.6% (54/509), the most common being perianal fistula (27.8% [15/54]), followed by enterocutaneous fistula (16.8% [9/54]), and enteroenteric fistula (16.8% [9/54]). Additionally, 7.4% (41/557) of patients with IBD were found to have an EIM on cross-sectional imaging, with the most prevalent EIM being cholelithiasis (63.4% [26/41]), followed by sacroiliitis (24.4% [10/41]), primary sclerosing cholangitis (4.8% [2/41]) and nephrolithiasis (4.8% [2/41]).
    CONCLUSIONS: Approximately 40% of patients with CD undergoing cross-sectional imaging had evidence of a stricture or fistulizing disease, with 7% of patients with IBD having a detectable EIM. These results highlight the burden of disease and the need for specific therapies for these disease phenotypes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    本文介绍了一种电磁结构,该结构利用磁流变弹性体(MRE)材料的可控机械性能通过磁通量。探索了由这些材料组成的自适应弹性基础,用于减振和调频。本研究使用单质量模型和耦合的人座模型研究了这些影响。对于由自适应弹性地基支撑的物体,增加磁通量增强了刚度和阻尼,从而显著降低峰值响应,同时略微增加共振频率。增加磁通量等策略,减少物体质量,最小化系统的自由度和内部阻尼有助于增强自适应弹性地基中的减振和调频。模拟结果表明,对于坐着的人(体重在72.4公斤和88.4公斤之间),在138mT的磁通量下,自适应弹性基础将磁头峰值响应降低了约15.7%,并将共振频率提高了约3.4%。
    This paper introduces an electromagnetic structure utilizing the controllable mechanical properties of magnetorheological elastomer (MRE) materials through magnetic flux. An adaptive elastic foundation composed of these materials is explored for vibration reduction and frequency modulation. This study investigates these effects using both a single-mass model and a coupled human-seat model. For objects supported by the adaptive elastic foundation, increasing the magnetic flux enhances the stiffness and damping, thereby significantly reducing the peak response while slightly increasing the resonance frequency. Strategies such as increasing the magnetic flux, reducing the object mass, and minimizing the system\'s degrees of freedom and internal damping contribute to enhancing the vibration reduction and frequency modulation in the adaptive elastic foundation. The simulation results indicate that for a seated human (weighing between 72.4 kg and 88.4 kg), the adaptive elastic foundation reduces the head peak response by approximately 15.7% and increases the resonance frequency by approximately 3.4% at a magnetic flux of 138 mT.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:比较肥胖和1型糖尿病(T1D)与体重指数(BMI)相似的2型糖尿病(T2D)患者的肝硬度和脂肪分数。
    方法:在这项前瞻性横断面研究中,纳入90例T1D患者(BMI30.5±4.5kg/m2;糖尿病持续时间20.5±9.8年;HbA1c8.2%±1.4%)和69例T2D患者(BMI:30.8±4.6kg/m2;糖尿病持续时间:11.7±7.8年;HbA1c:7.3%±1.4%)。通过磁共振成像和弹性成像检查肝脏脂肪分数和硬度,分别。Logistic回归用于评估与生物医学变量的关联。
    结果:肥胖和T1D患者的平均肝脏硬度评分为2.2±0.5kPa,而在T2D中,为2.6±0.8kPa(P<.001)。肥胖和T1D患者的肝脏脂肪分数为3.7%±6.3%,T2D为10.6%±7.9%(P<.001)。代谢功能障碍相关的脂肪变性肝病(MASLD)存在于13.3%的T1D患者和69.6%的T2D患者中,而在7.8%的T1D患者和27.5%的T2D患者中提示纤维化。与T1D患者相比,T2D患者的肝脏硬度高四倍(比值比=5.4,95%置信区间:2.1-13.6,P<.001)。天冬氨酸转氨酶(AST),丙氨酸转氨酶,γ-谷氨酰转移酶(GGT),在两个队列中,甘油三酯和android-gynoid比值均与脂肪含量升高相关.AST和GGT与两个队列中肝脏硬度升高相关。
    结论:与T2D患者相比,肥胖和T1D患者的肝脏脂肪和肝脏硬度较低,尽管BMI水平相似,糖尿病持续时间较长,血糖控制较差。
    OBJECTIVE: To compare hepatic stiffness and fat fraction in patients with obesity and type 1 diabetes (T1D) with type 2 diabetes (T2D) with a similar body mass index (BMI).
    METHODS: In this prospective cross-sectional study, 90 participants with T1D (BMI 30.5 ± 4.5 kg/m2; diabetes duration 20.5 ± 9.8 years; HbA1c 8.2% ± 1.4%) and 69 with T2D (BMI: 30.8 ± 4.6 kg/m2; diabetes duration: 11.7 ± 7.8 years; HbA1c: 7.3% ± 1.4%) were included. Liver fat fraction and stiffness were examined by magnetic resonance imaging and elastography, respectively. Logistic regressions were used to evaluate associations with biomedical variables.
    RESULTS: The mean liver stiffness score in patients with obesity and T1D was 2.2 ± 0.5 kPa, while in T2D it was 2.6 ± 0.8 kPa (P < .001). The liver fat fraction in patients with obesity and T1D was 3.7% ± 6.3%, and in T2D it was 10.6% ± 7.9% (P < .001). Metabolic dysfunction-associated steatotic liver disease (MASLD) was present in 13.3% of patients with T1D and in 69.6% of patients with T2D, whereas fibrosis was suggested in 7.8% of patients with T1D and in 27.5% of patients with T2D. Liver stiffness was four times higher in patients with T2D compared with those with T1D (odds ratio = 5.4, 95% confidence interval: 2.1-13.6, P < .001). Aspartate transaminase (AST), alanine transaminase, gamma-glutamyl transferase (GGT), triglycerides and the android-to-gynoid ratio were associated with elevated fat fraction in both cohorts. AST and GGT were associated with elevated liver stiffness in both cohorts.
    CONCLUSIONS: Patients with obesity and T1D had lower liver fat and liver stiffness compared with those patients with T2D, despite similar levels of BMI, a longer duration of diabetes and worse glycaemic control.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Editorial
    暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:60Hz的MR弹性成像(MRE)广泛用于分期肝纤维化。具有较低频率的MRE可以提供炎症生物标志物。
    目的:在单次检查中,在30Hz和60Hz下建立实用的同时双频肝脏MRE协议,并验证30Hz下二次谐波的发生。
    方法:回顾性。
    方法:106名患者(48名女性,年龄:50.0±13.4岁)分为如下:队列1(15例慢性肝病[CLD]患者和25例健康志愿者)同时进行双频MRE。第2组(66例CLD患者)具有二次谐波MRE。
    3-T,单频或双频MRE在30赫兹和60赫兹。
    结果:两个队列中的肝脏硬度(LS)通过两个独立的分析仪手动放置的体积ROI进行评估。图像质量由三个独立的阅读器以4分制进行评估(0-3:无/失败,公平,中度,优秀)基于1/3增量穿透的波传播深度。成功率来自非零质量分数的百分比。
    方法:测量协议,偏见,LS的可重复性使用组内相关系数(ICC)进行评估,Bland-Altman阴谋,和重复性系数(RC)。使用Mann-WhitneyU检验来评估不同方法之间的图像质量差异。P值<0.05被认为具有统计学意义。
    结果:队列1的成功率为97.5%,队列2的二次谐波MRE的成功率为91%。二次谐波和常规MRE在LS中显示出极好的一致性(所有ICC>0.90)。二次谐波图像的质量分数低于常规MRE(Z=-4.523)。
    结论:与常规和二次谐波方法相比,同时双频有更好的图像质量,高成功率和内在共同注册的优势,而如果自定义波形不可用,则可以使用二次谐波方法。
    方法:3技术效果:第一阶段。
    BACKGROUND: MR elastography (MRE) at 60 Hz is widely used for staging liver fibrosis. MRE with lower frequencies may provide inflammation biomarkers.
    OBJECTIVE: To establish a practical simultaneous dual-frequency liver MRE protocol at both 30 Hz and 60 Hz during a single examination and validate the occurrence of second harmonic waves at 30 Hz.
    METHODS: Retrospective.
    METHODS: One hundred six patients (48 females, age: 50.0 ± 13.4 years) were divided as follows: Cohort One (15 patients with chronic liver disease [CLD] and 25 healthy volunteers) with simultaneous dual-frequency MRE. Cohort Two (66 patients with CLD) with second harmonic MRE.
    UNASSIGNED: 3-T, single- or dual-frequency MRE at 30 Hz and 60 Hz.
    RESULTS: Liver stiffness (LS) in both cohorts was evaluated with manually placed volumetric ROIs by two independent analyzers. Image quality was assessed by three independent readers on a 4-point scale (0-3: none/failed, fair, moderate, excellent) based on the depth of wave propagation with 1/3 incremental penetration. The success rate was derived from the percentage of nonzero quality scores.
    METHODS: Measurement agreement, bias, and repeatability of LS were assessed using intraclass correlation coefficients (ICCs), Bland-Altman plots, and repeatability coefficient (RC). Mann-Whitney U tests were used to evaluate the differences in image quality between different methods. A P-value <0.05 was considered statistically significant.
    RESULTS: Success rate was 97.5% in Cohort One and 91% success rate for the second harmonic MRE in Cohort Two. The second harmonic and conventional MRE showed excellent agreement in LS (all ICCs >0.90). The quality scores for the second harmonic wave images were lower than those from the conventional MRE (Z = -4.523).
    CONCLUSIONS: Compared with conventional and second harmonic methods, simultaneous dual-frequency had better image quality, high success rate and the advantage of intrinsic co-registration, while the second harmonic method can be an alternative if custom waveform is not available.
    METHODS: 3 TECHNICAL EFFICACY: Stage 1.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:我们研究了骨骼肌磁共振弹性成像(MRE)刚度测量作为结果测量的潜力,通过确定其测试-重测可靠性,以及它在纵向随访研究中对变化的敏感性。
    方法:我们评估了20名患有(n=5)和没有(n=15)肌肉疾病的受试者的肌肉MRE的测试-重测可靠性,并将其与Dixon质子密度脂肪分数(PDFF)和体积测量值进行比较。接下来,我们在基线测量了21名Becker肌营养不良(BMD)成人和21名年龄匹配的健康对照者的MRE肌肉硬度,9个月和18个月后。我们在这项研究中比较了分析MRE数据的两种不同方法:“方法A”使用了飞利浦MRE软件生成的刚度图,和\'方法B\'应用基于MRE图像上的波长测量的定制程序。
    结果:肌肉僵硬度的组内相关系数(ICC)范围为良好(左股中肌为0.83,P<0.001)至较差(右股直肌为0.19,P=0.212)对于使用方法A检查的大腿肌肉,但我们没有发现方法B的测试-重测可靠性(全部P>0.050)。对于所有肌肉,肌肉PDFF和体积测量的ICC都是优异的(>0.90;P<0.001)。在基线,对于两种方法A,BMD成人的所有大腿肌肉的平均刚度均显着低于对照组(-0.2kPa,P=0.025)和方法B(-0.6kPa,P<0.001)。不管使用哪种方法,18个月以上患者和对照组的肌肉僵硬度变化无显著差异.
    结论:使用简单的2D技术对肌肉MRE的重测可靠性不理想,与18个月以上的对照组相比,没有可靠地测量BMD成人的肌肉硬度变化。虽然结果为测试更先进的3DMRE方法提供了动力,我们得出的结论是,本研究中使用的简单的2DMRE实施不适合作为临床试验中表征大腿肌肉的结果指标.
    BACKGROUND: We investigated the potential of magnetic resonance elastography (MRE) stiffness measurements in skeletal muscles as an outcome measure, by determining its test-retest reliability, as well as its sensitivity to change in a longitudinal follow-up study.
    METHODS: We assessed test-retest reliability of muscle MRE in 20 subjects with (n = 5) and without (n = 15) muscle diseases and compared this to Dixon proton density fat fraction (PDFF) and volume measurements. Next, we measured MRE muscle stiffness in 21 adults with Becker muscular dystrophy (BMD) and 21 age-matched healthy controls at baseline, and after 9 and 18 months. We compared two different methods of analysing MRE data in this study: \'Method A\' used the stiffness maps generated by the Philips MRE software, and \'Method B\' applied a custom-made procedure based on wavelength measurements on the MRE images.
    RESULTS: Intraclass correlation coefficients (ICC) of muscle stiffness ranged from good (0.83 for left vastus medialis, P < 0.001) to poor (0.19 for right rectus femoris, P = 0.212) for the examined thigh muscles with Method A, but we did not find a significant test-retest reliability with Method B (P > 0.050 for all). The ICC of muscle PDFF and volume measurements was excellent (>0.90; P < 0.001) for all muscles. At baseline, the average stiffness of all thigh muscles was significantly lower in adults with BMD than in controls for both Method A (-0.2 kPa, P = 0.025) and Method B (-0.6 kPa, P < 0.001). Regardless of which method was used, there was no significant difference in the evolution of muscle stiffness in patients and controls over 18 months.
    CONCLUSIONS: Test-retest reliability of muscle MRE using a simple 2D technique was suboptimal, and did not reliably measure muscle stiffness changes in adults with BMD as compared with controls over 18 months. While the results provide motivation for testing more advanced 3D MRE methods, we conclude that the simple 2D MRE implementation used in this study is not suitable as an outcome measure for characterizing thigh muscle in clinical trials.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:磁共振弹性成像(MRE)是一种快速发展的医学成像技术,可以定量评估组织的生物力学特性。MRE现在被认为是检测和分期肝纤维化的最准确的非侵入性测试。二维(2DMRE)采集版本目前已部署在全球2000多个位置。2DMRE允许评估复数剪切模量的大小,也称为刚度。3D矢量MRE的发展使研究人员能够评估小器官的生物力学特性,其中波传播无法通过肝脏中使用的2DMRE成像方法进行充分分析。在3D矢量MRE中,在整个3D体积中对剪切波进行成像和处理,并使用算法进行处理,该算法考虑了波在任何方向的传播。此外,运动也在x中成像,y,和每个体素的z方向,允许应用更先进的处理。
    目的:这篇综述描述了3D矢量MRE的技术原理,调查其在小器官中的临床应用,并讨论了3D载体MRE的潜在临床意义。
    结论:3D矢量MRE是表征子宫等小器官生物力学特性的有前途的工具,胰腺,甲状腺,前列腺,和唾液腺.然而,其潜力尚未得到充分挖掘。
    BACKGROUND: Magnetic resonance elastography (MRE) is a rapidly developing medical imaging technique that allows for quantitative assessment of the biomechanical properties of the tissue. MRE is now regarded as the most accurate noninvasive test for detecting and staging liver fibrosis. A two-dimensional (2D MRE) acquisition version is currently deployed at >2000 locations worldwide. 2D MRE allows for the evaluation of the magnitude of the complex shear modulus, also referred to as stiffness. The development of 3D vector MRE has enabled researchers to assess the biomechanical properties of small organs where wave propagation cannot be adequately analyzed with the 2D MRE imaging approach used in the liver. In 3D vector MRE, the shear waves are imaged and processed throughout a 3D volume and processed with an algorithm that accounts for wave propagation in any direction. Additionally, the motion is also imaged in x, y, and z directions at each voxel, allowing for more advanced processing to be applied.
    OBJECTIVE: This review describes the technical principles of 3D vector MRE, surveys its clinical applications in small organs, and discusses potential clinical significance of 3D vector MRE.
    CONCLUSIONS: 3D vector MRE is a promising tool for characterizing the biomechanical properties of small organs such as the uterus, pancreas, thyroid, prostate, and salivary glands. However, its potential has not yet been fully explored.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:克罗恩病(CD)患者存在从炎症发展为狭窄和穿透性表型的风险。缓解深度对进展风险的影响尚未得到充分评估。
    方法:一项回顾性队列研究,包括通过磁共振小肠造影和结肠镜检查同时评估具有炎症表型的手术初治CD患者。缓解程度与进展为狭窄和穿透性表型的风险相关。
    结果:纳入了三百十九例CD患者:27.0%,透壁缓解,16.0%与孤立的内镜缓解,14.4%,孤立的放射学缓解,和42.6%没有缓解。透壁缓解患者表型进展率最低(1.2%),与孤立的放射学缓解相比有显著差异(10.9%,p=0.019),孤立的内镜缓解(19.6%,p≤0.001),并且没有缓解(46.3%,p≤0.001)。在多元回归分析中,透壁缓解(OR0.01795%CI0.002-0.135,p<0.001),孤立的放射学缓解(OR0.13995%CI0.049-0.396,p<0.001),与未缓解相比,孤立的内镜缓解(OR0.30195%CI0.123-0.736,p=0.008)导致表型进展率较低.没有透壁或孤立放射学缓解的患者进展为穿透性表型。
    结论:肠道缓解程度与表型进展的风险相关。透壁缓解患者进展为狭窄和穿透性表型的风险最低。
    BACKGROUND: Patients with Crohn\'s disease (CD) are at risk of progressing from inflammatory to stricturing and penetrating phenotypes. The influence of the depth of remission on the risk of progression has not been adequately evaluated.
    METHODS: A retrospective cohort study including surgically naïve CD patients with inflammatory phenotype evaluated concomitantly by magnetic resonance enterography and colonoscopy. The degree of remission was correlated with the risk of progressing to stricturing and penetrating phenotypes.
    RESULTS: Three hundred nineteen CD patients were included: 27.0% with transmural remission, 16.0% with isolated endoscopic remission, 14.4% with isolated radiologic remission, and 42.6% without remission. Patients with transmural remission presented the lowest rates of phenotype progression (1.2%), with a significant difference compared to isolated radiologic remission (10.9%, p = 0.019), to isolated endoscopic remission (19.6%, p ≤ 0.001), and to no remission (46.3%, p ≤ 0.001). In multivariate regression analysis, transmural remission (OR 0.017 95% CI 0.002-0.135, p < 0.001), isolated radiologic remission (OR 0.139 95% CI 0.049-0.396, p < 0.001), and isolated endoscopic remission (OR 0.301 95% CI 0.123-0.736, p = 0.008) resulted in lower rates of phenotype progression compared to no remission. No patient with transmural or isolated radiologic remission progressed to penetrating phenotypes.
    CONCLUSIONS: The degree of bowel remission correlates with the risk of phenotype progression. Patients with transmural remission are at the lowest risk of progressing to stricturing and penetrating phenotypes.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    磁共振弹性成像(MRE)和弥散加权成像(DWI)是互补的成像技术,可以根据粘弹性和水的流动性来检测疾病,分别。然而,粘弹性和水扩散之间的关系仍然知之甚少,阻碍了DWI-MRE联合标记的临床翻译。我们使用DWI-MRE研究了129个生物材料样品,包括天然和交联的胶原蛋白,具有不同硫酸化水平的糖胺聚糖(GAG),胰腺和肝脏的去细胞样本,都有不同比例的实体组织,或固体部分。我们基于两个参数开发了机械损失与组织-水迁移率之间关系的理论框架,固体和流体粘度。这些参数揭示了不同的DWI-MRE属性簇,中度,和强大的水网络相互作用。稀疏网络与水的弱相互作用,如胶原蛋白或稀释的脱细胞组织,随着固体粘度的增加,水扩散产生了边际变化。相比之下,具有较大固体分数的致密网络表现出自由和受阻的水扩散,具体取决于固体组分的极性。例如,尽管固体粘度相对较低,但极性和高度硫酸化的GAG以及天然软组织阻碍了水的扩散。我们的结果表明,组织网络的两个基本性质,固体分数和网络极性,严重影响生物组织中的固体和流体粘度。由于临床DWI和MRE对这些粘度参数敏感,我们在此提出的框架可用于检测诊断成像设置中的组织重塑和结构变化.重要声明:生物组织的粘弹性特性提供了关于细胞和宿主基质的重要状态的大量信息。通过医学成像对粘弹性和水扩散的组合测量对组织微结构敏感。然而,粘弹性和水扩散之间的关系仍然知之甚少,阻碍了这些特性作为联合临床生物标志物的充分利用。因此,我们分析了扩散加权成像(DWI)和磁共振弹性成像(MRE)可获得的参数空间,并建立了水迁移率与生物材料力学参数之间关系的理论框架.我们的与粒子运动相关的固体材料特性理论可以使用临床建立的MRE和DWI转化为临床放射学。
    Magnetic resonance elastography (MRE) and diffusion-weighted imaging (DWI) are complementary imaging techniques that detect disease based on viscoelasticity and water mobility, respectively. However, the relationship between viscoelasticity and water diffusion is still poorly understood, hindering the clinical translation of combined DWI-MRE markers. We used DWI-MRE to study 129 biomaterial samples including native and cross-linked collagen, glycosaminoglycans (GAGs) with different sulfation levels, and decellularized specimens of pancreas and liver, all with different proportions of solid tissue, or solid fractions. We developed a theoretical framework of the relationship between mechanical loss and tissue-water mobility based on two parameters, solid and fluid viscosity. These parameters revealed distinct DWI-MRE property clusters characterizing weak, moderate, and strong water-network interactions. Sparse networks interacting weakly with water, such as collagen or diluted decellularized tissue, resulted in marginal changes in water diffusion over increasing solid viscosity. In contrast, dense networks with larger solid fractions exhibited both free and hindered water diffusion depending on the polarity of the solid components. For example, polar and highly sulfated GAGs as well as native soft tissues hindered water diffusion despite relatively low solid viscosity. Our results suggest that two fundamental properties of tissue networks, solid fraction and network polarity, critically influence solid and fluid viscosity in biological tissues. Since clinical DWI and MRE are sensitive to these viscosity parameters, the framework we present here can be used to detect tissue remodeling and architectural changes in the setting of diagnostic imaging. STATEMENT OF SIGNIFICANCE: The viscoelastic properties of biological tissues provide a wealth of information on the vital state of cells and host matrix. Combined measurement of viscoelasticity and water diffusion by medical imaging is sensitive to tissue microarchitecture. However, the relationship between viscoelasticity and water diffusion is still poorly understood, hindering full exploitation of these properties as a combined clinical biomarker. Therefore, we analyzed the parameter space accessible by diffusion-weighted imaging (DWI) and magnetic resonance elastography (MRE) and developed a theoretical framework for the relationship between water mobility and mechanical parameters in biomaterials. Our theory of solid material properties related to particle motion can be translated to clinical radiology using clinically established MRE and DWI.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    克罗恩病(CD)造成显著的发病率,强调需要有效的,使用磁共振小肠造影(MRE)进行非侵入性炎症评估。这篇文献综述评估了最近发表的关于深度学习在改善CD评估的MRE中的作用的出版物。我们在MEDLINE/PUBMED中搜索了报道使用深度学习算法评估CD活性的研究。该研究是根据PRISMA指南进行的。使用QUADAS-2工具评估偏倚风险。五项符合条件的研究,涵盖468个科目,已确定。我们的研究表明,不同的深度学习应用,包括图像质量增强,用于疾病负担量化的肠道分割,和手术计划的三维重建对于CD评估是有用和有希望的。然而,大多数研究都是初步的,回顾性研究,并且在至少一个类别中有很高的偏见风险。需要未来的研究来评估深度学习如何影响CD患者的诊断。特别是在考虑将此类模型越来越多地集成到医院系统中时。
    Crohn\'s disease (CD) poses significant morbidity, underscoring the need for effective, non-invasive inflammatory assessment using magnetic resonance enterography (MRE). This literature review evaluates recent publications on the role of deep learning in improving MRE for CD assessment. We searched MEDLINE/PUBMED for studies that reported the use of deep learning algorithms for assessment of CD activity. The study was conducted according to the PRISMA guidelines. The risk of bias was evaluated using the QUADAS-2 tool. Five eligible studies, encompassing 468 subjects, were identified. Our study suggests that diverse deep learning applications, including image quality enhancement, bowel segmentation for disease burden quantification, and 3D reconstruction for surgical planning are useful and promising for CD assessment. However, most of the studies are preliminary, retrospective studies, and have a high risk of bias in at least one category. Future research is needed to assess how deep learning can impact CD patient diagnostics, particularly when considering the increasing integration of such models into hospital systems.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号