ultrasonography

超声检查
  • 文章类型: Journal Article
    背景与目的三叉神经痛(TN)是一种使人衰弱的疾病,其特征是急性发作性疼痛,严重损害患者的生活质量和整体功能。治疗这种情况的初始治疗策略包括药理学选择,尤其是卡马西平.在对剂量递增和多重用药有抵抗力的情况下,可能需要介入手术。这项研究的主要目的是比较三叉神经节(TG)射频热凝(RFT)和超声(US)引导的上颌/下颌(max/mand)神经脉冲射频(PRF)治疗TN的疗效。根据治疗后六个月的发现。次要目的是根据不良事件评估这些干预措施对药物消耗和干预安全性的影响。方法这种前瞻性的,随机化,单盲研究在一家疼痛诊所进行.44例患者随机分为两组。RFT组接受60°C的TGRFT,65°C,70°C,每次60秒,而PRF组接受max/mandPRF240秒。使用数字评定量表(NRS)评估疼痛缓解,并使用药物定量量表III(MQSIII)评估药物消耗的干预效果。还比较了干预相关不良事件的发生率。结果与基线相比,RFT和PRF均可在治疗后1个月和6个月明显减轻疼痛(p<0.05)。组间NRS和MQSIII评分无统计学差异。六个月的时候,77.3%的RFT患者和63.9%的PRF患者经历了至少50%的疼痛缓解,差异无统计学意义。两名RFT患者出现感觉减退,在一名患者中观察到咬肌无力,而PRF组未报告不良事件。结论TGRFT和max/mandPRF是治疗TN的有效方法。美国指导的最大/MandPRF,避免了与RFT相关的并发症和辐射暴露,可能是更好的选择。在这项研究中,在上颌阻滞和PRF手术期间,冠状突和上颌骨之间的潜在空间被用来进入上颌神经,与通过下颌切迹的经典方法相反。需要进一步的大规模随机对照试验来获得对该主题的更深入的见解。
    Background and objective Trigeminal neuralgia (TN) is a debilitating disorder characterized by acute episodic attacks of pain that significantly impair patients\' quality of life and overall functioning. Initial therapeutic strategies to treat this condition include pharmacological options, particularly carbamazepine. In cases with resistance to dose escalation and polypharmacy, interventional procedures may be warranted. The primary aim of this study was to compare the efficacy of trigeminal ganglion (TG) radiofrequency thermocoagulation (RFT) and ultrasound (US)-guided maxillary/mandibular (max/mand) nerve pulsed radiofrequency (PRF) for treating TN, based on the findings at six months post-treatment. The secondary aims were to assess the impact of these interventions on drug consumption and interventional safety based on adverse events. Methods This prospective, randomized, single-blind study was conducted at a single pain clinic. Forty-four patients were randomized into two groups. Group RFT received TG RFT at 60 °C, 65 °C, and 70 °C for 60 seconds each, whereas Group PRF received max/mand PRF for 240 seconds. Pain relief was assessed by using the numeric rating scale (NRS) and intervention effectiveness on medication consumption was evaluated by using the Medication Quantification Scale III (MQS III). The rates of intervention-related adverse events were also compared. Results Both RFT and PRF significantly alleviated pain at one and six months post-treatment compared to baseline (p<0.05). No statistical differences were found in the NRS and MQS III scores between the groups. At six months, 77.3% of RFT patients and 63.9% of PRF patients experienced at least 50% pain relief, with no statistically significant difference. Hypoesthesia occurred in two RFT patients, and masseter weakness was observed in one patient, while no adverse events were reported in the PRF group. Conclusions TG RFT and max/mand PRF are effective treatments for TN. US-guided max/mand PRF, which avoids RFT-associated complications and radiation exposure, may be the superior and preferable option. In this study, the potential space between the coronoid process and maxilla was used to access the maxillary nerve during the maxillary block and PRF procedures, in contrast to the classical approach through the mandibular notch. Further large-scale randomized controlled trials are required to gain deeper insights into the topic.
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  • 文章类型: Journal Article
    早期介绍,非手术治疗成功率高,儿童肠套叠的低发病率和死亡率在中高收入国家很常见,但在许多中低收入国家并不常见。
    为了评估配置文件中的趋势,我们医院肠套叠的治疗方式和结果。
    为期12年的回顾性研究,分为两个6年。使用SPSS进行数据输入/分析,并比较了这两个时期之间的各种指标。两个独立均值的双尾t检验用于比较均值,而双尾Fisher精确检验用于比较分类变量。结果以表格形式呈现,means,范围,百分比和小于0.05的p值被认为具有统计学意义。
    非手术治疗成功的比例显着增加(18.6%vs34%,p=0.03),手术手法减少的发生率降低(27.1%vs12.8%;p=0.026),手术治疗减少(78.5%vs63.9%,p=0.034),增加干预前超声的利用率(75%vs96.7%,p<0.0001)和住院时间减少(10.47±7.95天vs7.24±4.86天;p=0.004)。
    成功的非手术治疗对肠套叠的整体治疗的贡献显着增加,而手术手法减少的贡献显着减少,肠切除没有变化。术前超声检查使用率显著增加,而平均住院时间显著减少,但是演讲迟到了,发病率和死亡率无显著变化.
    UNASSIGNED: Early presentation, high rate of successful non-operative treatment, low morbidity and mortality in childhood intussusception is common in High and Upper Middle-Income Countries but not in many Lower middle- and Low-income countries.
    UNASSIGNED: To assess the trends in the profile, treatment modalities and outcomes of intussusception in our hospital.
    UNASSIGNED: Retrospective study over a 12-year period divided into two 6-year periods. Data entry/analysis was done using SPSS and various indices were compared between these two periods. Two-tailed t-test for two independent means was used to compare means while two-tailed Fisher exact tests were used to compare categorical variables. Results were presented as tables, means, ranges, percentages and a p-value less than 0.05 was deemed statistically significant.
    UNASSIGNED: There was a significant increase in the proportion of successful non-operative treatment (18.6% vs 34%, p=0.03), reduction in the incidence of operative manual reduction (27.1% vs 12.8%; p=0.026), reduction in operative treatment (78.5% vs 63.9%, p=0.034), increased utilization of pre-intervention ultrasound (75% vs96.7%, p<0.0001) and reduction in hospital stay duration (10.47 ±7.95days vs 7.24±4.86 days; p=0.004).
    UNASSIGNED: Contribution of successful non-operative treatment to the overall treatment of intussusception significantly increased while that of operative manual reduction significantly reduced and bowel resection showed no change. Preoperative utilization of ultrasonography significantly increased while mean duration of admission reduced significantly, but late presentation, morbidity and mortality rates had no significant changes.
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  • 文章类型: Journal Article
    端粒酶逆转录酶(TERT)启动子突变与肿瘤侵袭性相关.这项研究旨在证明TERT启动子突变的滤泡性甲状腺癌(FTC)的超声(US)特征并评估其预测性能。在1995年8月至2021年4月期间,共纳入63例经手术证实的FTC患者。所有数据均可用于分析术前US结果和TERT启动子突变结果。从存档的手术标本中提取基因组DNA以鉴定TERT启动子突变。进行Logistic回归分析以比较TERT启动子突变和野生型FTC之间的US发现。在63名FTC患者中,10例(15.9%)有TERT启动子突变。TERT启动子突变的FTC与野生型FTC相比,美国怀疑类别显着不同(K-TIRADS的Ps=0.0054,ACR-TIRADS的Ps=0.0208),高度怀疑类别的患病率呈上升趋势(K-TIRADS和ACR-TIRADS均为40.0%;趋势的Ps=K-TIRADS为0.0030,ACR-TIRADS为0.0032)。微叶边缘和点状回声灶是与FTCTERT启动子突变相关的独立危险因素(优势比=9.693,95%置信区间=1.666-56.401,边缘p=0.0115;优势比=8.033,95%置信区间=1.424-45.309,点状回声灶p=0.0182)。TERT启动子突变和野生型FTC的组成和回声没有显着差异。TERT启动子突变的FTC被K-TIRADS和ACR-TIRADS更频繁地归类为高度怀疑。根据美国的调查结果,FTC中TERT启动子突变的独立危险因素是微叶边缘和点状回声灶.
    Telomerase reverse transcriptase (TERT) promoter mutations are associated with tumor aggressiveness. This study aimed to demonstrate the ultrasonographic (US) features of TERT promoter-mutated follicular thyroid cancer (FTC) and evaluate their predictive performance. A total of 63 patients with surgically confirmed FTC between August 1995 and April 2021 were included. All data were available for analysis of preoperative US findings and TERT promoter mutation results. Genomic DNA was extracted from the archived surgical specimens to identify TERT promoter mutations. Logistic regression analysis was performed to compare US findings between TERT promoter-mutated and wild-type FTCs. Of the 63 patients with FTC, 10 (15.9%) had TERT promoter mutations. TERT promoter-mutated FTCs demonstrated significantly different US suspicion categories compared to wild-type FTCs (Ps = 0.0054 for K-TIRADS and 0.0208 for ACR-TIRADS), with a trend toward an increasing prevalence of the high suspicion category (40.0% for both K-TIRADS and ACR-TIRADS; Ps for trend = 0.0030 for K-TIRADS and 0.0032 for ACR-TIRADS). Microlobulated margins and punctate echogenic foci were independent risk factors associated with TERT promoter mutation in FTC (odds ratio = 9.693, 95% confidence interval = 1.666-56.401, p = 0.0115 for margins; odds ratio = 8.033, 95% confidence interval = 1.424-45.309, p = 0.0182 for punctate echogenic foci). There were no significant differences in the composition and echogenicity of the TERT promoter-mutated and wild-type FTCs. TERT promoter-mutated FTCs were categorized more frequently as high suspicion by the K-TIRADS and ACR-TIRADS. Based on US findings, the independent risk factors for TERT promoter mutations in FTC are microlobulated margins and punctate echogenic foci.
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  • 文章类型: Journal Article
    本研究旨在构建基于高频超声和磁共振成像结果的早期肝硬化慢性乙型肝炎(CHB)患者的非侵入性诊断列线图,这些慢性乙型肝炎(CHB)无法通过常规非侵入性检查方法检测,但只能通过有创肝脏穿刺进行病理检查来诊断。72例CHB患者参加了这项前瞻性研究,根据病理结果分为肝硬化S4期和非肝硬化S0-S3期。进行二元logistic回归分析以确定独立预测因子,并构建了CHB相关的早期肝硬化的诊断列线图。通过Bootstrap自提取对其进行了验证和校准。二元Logistic回归分析显示,年龄(OR1.14,95%CI(1.04-1.27)),右肝静脉直径(OR0.43,95%CI0.23-0.82),是否存在结节(OR31.98,95%CI3.84-266.08),和肝实质回声分级(OR12.82,95%CI2.12-77.51)被确定为独立的预测指标。基于上述4个因素的列线图显示出良好的性能,敏感性和特异性分别为90.70%和89.66%,分别。预测模型的曲线下面积(AUC)为0.96,预测模型显示出比APRI评分(AUC0.57)更好的预测性能,FIB-4评分(AUC0.64),INPR评分(AUC0.63),和LSM评分(AUC0.67)。预测模型的校正曲线与理想曲线吻合良好,决策曲线分析表明,该模型的净收益是显著的。在这项研究中的列线图可以检测大多数CHB患者的肝硬化没有肝活检,提供一个直接的,快,和临床医生准确实用的诊断工具。
    This study aimed to construct a non-invasive diagnostic nomogram based on high-frequency ultrasound and magnetic resonance imaging results for early liver cirrhosis patients with chronic hepatitis B (CHB) which cannot be detected by conventional non-invasive examination methods but can only be diagnosed through invasive liver puncture for pathological examination. 72 patients with CHB were enrolled in this prospective study, and divided into S4 stage of liver cirrhosis and S0-S3 stage of non-liver cirrhosis according to pathological findings. Binary logistic regression analysis was performed to identify independent predictors, and a diagnostic nomogram was constructed for CHB-related early cirrhosis. It was validated and calibrated by bootstrap self-extraction. Binary logistic regression analysis showed that age (OR 1.14, 95% CI (1.04-1.27)), right hepatic vein diameter (OR 0.43, 95% CI 0.23-0.82), presence or absence of nodules (OR 31.98, 95% CI 3.84-266.08), and hepatic parenchymal echogenicity grading (OR 12.82, 95% CI 2.12-77.51) were identified as independent predictive indicators. The nomogram based on the 4 factors above showed good performance, with a sensitivity and specificity of 90.70% and 89.66%, respectively. The area under the curve (AUC) of the prediction model was 0.96, and the predictive model showed better predictive performance than APRI score (AUC 0.57), FIB-4 score (AUC 0.64), INPR score (AUC 0.63), and LSM score (AUC 0.67). The calibration curve of the prediction model fit well with the ideal curve, and the decision curve analysis showed that the net benefit of the model was significant. The nomogram in this study can detect liver cirrhosis in most CHB patients without liver biopsy, providing a direct, fast, and accurate practical diagnostic tool for clinical doctors.
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  • 文章类型: Journal Article
    多发性硬化症(pwMS)患者的肝脏和脾脏特征可以构成MS相关特征的良好生物标志物,例如残疾状态。为了检验“肝脏和脾脏的总体解剖特征”这一假设,在具有不同疾病特征的pwMS之间并不相似。“对伊斯法罕MS诊所看到的pwMS进行了横断面研究,伊朗,从2月到2023年12月。最终,否则健康,pwMS在初步实验室评估后被纳入。放射科医生使用高分辨率腹盆腔超声检查确定非酒精性脂肪性肝病(NAFLD)的存在/缺失和分级以及脾脏的跨度。193pwMS(160名妇女)被登记。谁的,143(74.1%)正在接受一线疾病改善疗法(DMT),24(12.4%)芬戈莫德,和26(13.5%)利妥昔单抗。脾脏的跨度与EDSS呈负相关(调整后的β[SE]-4.08[1.52],p<0.01),以及6m-CDW(调整后的β[SE]-6.94[3.56],p=0.05),与年龄不同,DMTs,和MS持续时间(均p>0.05)。接收机工作特性分析表明,脾脏跨度表现显著,但EDSS>1与EDSS=1的区别较差(曲线下面积[AUC]0.62,SE0.05,p<0.01),然而,在区分存在与不存在6m-CDW方面具有显著性和公平性(AUC0.72,SE0.06,p<0.01)。其他发现并不显著。进一步纵向,有必要进行前瞻性研究,以确认较小的脾脏是否可以预测pwMS中更高的残疾发生率.特别是,研究结果需要在未治疗/未治疗的PWMS中进一步验证,和EDSS分数较高的。
    Characteristics of livers and spleens of people with multiple sclerosis (pwMS) could constitute good biomarkers of MS-related characteristics such as the disability status. To test the hypothesis \"the gross anatomical features of livers and spleens, are not similar between pwMS with different disease characteristics\" a cross-sectional study was conducted on pwMS seen at the Isfahan MS clinic, Iran, from February until December 2023. Definitive, otherwise-healthy, pwMS were enrolled after an initial laboratory evaluation. Presence/absence and grading of non-alcoholic fatty liver disease (NAFLD) and the span of spleen were determined by a radiologist using high-resolution abdominopelvic ultrasonography. 193 pwMS (160 women) were enrolled. Of whom, 143 (74.1%) were receiving first-line disease-modifying therapies (DMTs), 24 (12.4%) fingolimod, and 26 (13.5%) rituximab. The span of spleen was negatively associated with EDSS (adjusted β [SE] - 4.08 [1.52], p < 0.01), as well as 6 m-CDW (adjusted β [SE] - 6.94 [3.56], p = 0.05), unlike age, DMTs, and MS duration (all with p > 0.05). Receiver operating characteristic analysis showed, spleen span performs significant but poor in discrimination of EDSS > 1 from EDSS = 1 (area under curve [AUC] 0.62, SE 0.05, p < 0.01), yet, significant and fair in discrimination of presence from absence of 6 m-CDW (AUC 0.72, SE 0.06, p < 0.01). Other findings were unremarkable. Further longitudinal, prospective studies are warranted to confirm whether smaller spleens are predictive of higher disability accrual rate in pwMS. Particularly, findings require further validation in untreated/treatment-naïve pwMS, and ones with higher EDSS scores.
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  • 文章类型: Journal Article
    强迫投票率在芭蕾舞演员中具有发展外翻(HV)的风险。我们确定了强制道岔如何影响第一睑弓(TMT)关节的矢状活动,是HV发展的致病因素之一。包括17名女芭蕾舞演员(体重指数:18.2±1.8kg/m2),并在对照组中进行了demi-plié,功能道岔,和强制投票率条件。与三维运动分析系统同步的超声成像用于测量第一meta骨和内侧楔形文字(MC)的垂直位置,以评估第一TMT关节的活动性。在3种情况下,MC的足底位移和强制道岔中的第一个TMT关节运动最大。多元回归分析表明,强迫角的较大程度可能会增加MC的位移和第一TMT关节的活动性。评估强制道岔中第一个TMT关节的矢状移动性可以帮助理解不适当的技术之间的关联,包括强制道岔和芭蕾舞演员的HV发展。由于第一个TMT关节的过度流动性是HV发展的一个因素,获得足够的活跃投票率可能有可能阻止芭蕾舞演员的HV发展。
    The forced turnout has a perceived risk of development of hallux valgus (HV) in ballet dancers. We determined how the forced turnout affects the sagittal mobility of the first tarsometatarsal (TMT) joint, which is one of the pathogenic factors of HV development. Seventeen female ballet dancers (body mass index: 18.2 ± 1.8 kg/m2) were included and performed demi-plié in control, functional turnout, and forced turnout conditions. Ultrasound imaging synchronized with a three-dimensional motion analysis system was used for measuring the vertical locations of the first metatarsal and medial cuneiform (MC) to evaluate the first TMT joint mobility. Plantar displacement of MC and the first TMT joint mobility in the forced turnout were the greatest among the 3 conditions. Multiple regression analysis indicated that the greater extent of the forcing angle might increase the displacement of MC and the first TMT joint mobility. Evaluating the sagittal mobility of the first TMT joint in the forced turnout can assist in understanding the association between inappropriate techniques including the forced turnout and HV development in ballet dancers. Since the excessive mobility of the first TMT joint is a factor in HV development, the acquirement of adequate active turnout may have the potential to prevent HV development in ballet dancers.
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  • 文章类型: Journal Article
    目的:探讨不同类型的探头对新生儿肺部超声的影响。
    方法:前瞻性,失明,随机化,2020年至2022年的比较研究。
    方法:三级新生儿单元的单中心研究。
    方法:经鼻持续气道正压通气的血流动力学稳定的婴儿,高流量鼻插管或无呼吸支持。
    方法:使用回声或微凸探头进行肺超声检查。作为控制,使用线性探针。
    方法:主要结局指标是新生儿专家进行的肺部超声(NPLUS)评分。次要结果指标是B线数量,胸膜线厚度和主观图像质量。此外,评估了NPLUS结果与临床数据之间的相关性.
    结果:共有来自66名患者的1584个视频循环,平均校正胎龄为33.8周(SD4.23),体重为1950g(SD910),分别,进行了分析。与线性探头相比,回波和微凸探头的NPLUS评分估计较低,系数为-2.95(p<0.001)和-1.09(p=0.19),分别。脉搏血氧饱和度/吸入氧比分数与NPLUS评分之间的相关性中等强且使用微凸探针最佳(Spearman'srho=-0.63,p<0.001)。
    结论:我们的结果不仅证实了目前的建议,但也证明了不同的结果时,使用不同的探针的程度。我们发现的差异需要谨慎解释分数,特别是在指导治疗和沟通预后的背景下。最后,NPLUS评分和临床参数之间的相关性有助于验证该诊断工具的使用.
    OBJECTIVE: To determine the effect of different types of probes for lung ultrasound in neonates.
    METHODS: Prospective, blinded, randomized, comparative study between 2020 and 2022.
    METHODS: Single-center study at a third level neonatal unit.
    METHODS: Hemodynamically stable infants with either nasal continuous positive airway pressure, high flow nasal cannula or without respiratory support.
    METHODS: Lung ultrasound using either an echo or microconvex probe. As control, the linear probe was used.
    METHODS: Primary outcome measure was neonatologist performed lung ultrasound (NPLUS) score. Secondary outcome measures were number of B-Lines, thickness of the pleural line and subjective image quality. Furthermore, correlation between NPLUS results and clinical data was assessed.
    RESULTS: A total of 1584 video loops from 66 patients, with a mean corrected gestational age of 33.8 weeks (SD 4.23) and weight of 1950g (SD 910), respectively, were analyzed. NPLUS score was estimated lower with the echo- and microconvex probe compared to the linear probe, with a coefficient of -2.95 (p < 0.001) and -1.09 (p = 0.19), respectively. Correlation between the pulse oximetric saturation/fraction of inspired oxygen ratio and NPLUS score was moderately strong and best using the microconvex probe (Spearman\'s rho = -0.63, p<0.001).
    CONCLUSIONS: Our results not only confirm the current recommendations, but also demonstrate the extent of the varying results when different probes are used. The differences we discovered call for caution in interpreting scores, especially in the context of guiding therapies and communicating prognoses. Finally, the correlation between NPLUS score and clinical parameters contributes to validating the use of this diagnostic tool.
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  • 文章类型: Journal Article
    本研究旨在使用临床变量和超声影像组学特征来构建机器学习模型,以预测胰腺肿瘤的良性或恶性性质。
    2020年1月至2023年6月在广西医科大学第一附属医院住院的242例胰腺肿瘤患者纳入本回顾性研究。将患者随机分为训练队列(n=169)和测试队列(n=73)。我们收集了28例患者的临床特征。同时,从患者肿瘤的超声图像中提取了306个影像组学特征。最初,使用逻辑回归算法构建临床模型.随后,使用SVM建立影像组学模型,随机森林,XGBoost,和KNN算法。最后,我们将临床特征与应用影像组学模型计算的新特征RADprob相结合,构建融合模型,并基于融合模型开发了列线图。
    融合模型的性能超过了临床和影像组学模型。在训练组中,融合模型在5倍交叉验证中的AUC为0.978(95%CI:0.96~0.99),在试验队列中的AUC为0.925(95%CI:0.86~0.98).校准曲线和决策曲线分析表明,由融合模型构建的列线图具有较高的准确性和临床实用性。
    包含临床和超声影像组学特征的融合模型在预测胰腺肿瘤的良性或恶性性质方面表现出出色的性能。
    UNASSIGNED: This study aimed to construct a machine learning model using clinical variables and ultrasound radiomics features for the prediction of the benign or malignant nature of pancreatic tumors.
    UNASSIGNED: 242 pancreatic tumor patients who were hospitalized at the First Affiliated Hospital of Guangxi Medical University between January 2020 and June 2023 were included in this retrospective study. The patients were randomly divided into a training cohort (n=169) and a test cohort (n=73). We collected 28 clinical features from the patients. Concurrently, 306 radiomics features were extracted from the ultrasound images of the patients\' tumors. Initially, a clinical model was constructed using the logistic regression algorithm. Subsequently, radiomics models were built using SVM, random forest, XGBoost, and KNN algorithms. Finally, we combined clinical features with a new feature RAD prob calculated by applying radiomics model to construct a fusion model, and developed a nomogram based on the fusion model.
    UNASSIGNED: The performance of the fusion model surpassed that of both the clinical and radiomics models. In the training cohort, the fusion model achieved an AUC of 0.978 (95% CI: 0.96-0.99) during 5-fold cross-validation and an AUC of 0.925 (95% CI: 0.86-0.98) in the test cohort. Calibration curve and decision curve analyses demonstrated that the nomogram constructed from the fusion model has high accuracy and clinical utility.
    UNASSIGNED: The fusion model containing clinical and ultrasound radiomics features showed excellent performance in predicting the benign or malignant nature of pancreatic tumors.
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  • 文章类型: Journal Article
    背景:本研究的目的是评估多参数超声成像组学模型在预测乳腺癌术后复发风险和分子分型方面的功效。
    方法:回顾性分析534例经术前超声和病理确诊为乳腺癌的女性患者。2018年1月至2023年6月在新疆医科大学附属肿瘤医院就诊。单因素分析和多因素logistic回归模型用于确定与临床特征相关的独立危险因素。PyRadiomics软件包用于在选定的超声图像中描绘感兴趣的区域并提取放射学特征。随后,通过最小绝对收缩和选择算子(LASSO)回归和支持向量机(SVM)方法建立影像学评分。使用受试者工作特征(ROC)曲线评估模型的预测性能,并计算曲线下面积(AUC)。通过校准曲线和判定曲线评价诊断效能和临床实用性。
    结果:在训练集中,术后复发风险预测模型的AUC值为0.9489,他们是0.8491。关于分子分型预测模型,HER-2过表达表型的训练集和验证集中的AUC值分别为0.93和0.92,TNBC表型为0.94和0.74,腔A表型为1.00和0.97,腔B表型为1.00和0.89,分别。在全面分析校准和判定曲线的基础上,结果表明,该模型具有较强的预测性能和临床实用性。
    结论:使用多参数超声成像组学在预测乳腺癌术后复发风险和分子分型方面具有重要价值。这种非侵入性方法为该病的诊断和治疗提供了至关重要的指导。
    BACKGROUND: The aim of this study is to assess the efficacy of a multiparametric ultrasound imaging omics model in predicting the risk of postoperative recurrence and molecular typing of breast cancer.
    METHODS: A retrospective analysis was conducted on 534 female patients diagnosed with breast cancer through preoperative ultrasonography and pathology, from January 2018 to June 2023 at the Affiliated Cancer Hospital of Xinjiang Medical University. Univariate analysis and multifactorial logistic regression modeling were used to identify independent risk factors associated with clinical characteristics. The PyRadiomics package was used to delineate the region of interest in selected ultrasound images and extract radiomic features. Subsequently, radiomic scores were established through Least Absolute Shrinkage and Selection Operator (LASSO) regression and Support Vector Machine (SVM) methods. The predictive performance of the model was assessed using the receiver operating characteristic (ROC) curve, and the area under the curve (AUC) was calculated. Evaluation of diagnostic efficacy and clinical practicability was conducted through calibration curves and decision curves.
    RESULTS: In the training set, the AUC values for the postoperative recurrence risk prediction model were 0.9489, and for the validation set, they were 0.8491. Regarding the molecular typing prediction model, the AUC values in the training set and validation set were 0.93 and 0.92 for the HER-2 overexpression phenotype, 0.94 and 0.74 for the TNBC phenotype, 1.00 and 0.97 for the luminal A phenotype, and 1.00 and 0.89 for the luminal B phenotype, respectively. Based on a comprehensive analysis of calibration and decision curves, it was established that the model exhibits strong predictive performance and clinical practicability.
    CONCLUSIONS: The use of multiparametric ultrasound imaging omics proves to be of significant value in predicting both the risk of postoperative recurrence and molecular typing in breast cancer. This non-invasive approach offers crucial guidance for the diagnosis and treatment of the condition.
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  • 文章类型: Journal Article
    背景:定点照护超声(POCUS)由一系列越来越重要的成像方式组成,涉及各种专业。尽管英国有各种各样的认证途径,肺POCUS训练仍然难以实施,认证率仍然欠佳。我们描述了一个多学科,多中心,多管齐下,在一个地区内开展肺部POCUS教育。
    方法:在一个地区进行了一项调查。从这些结果来看,瓶颈被确定为改进。我们利用了已建立的认证途径中的关键阶段,以及行动学习过程。分析参与者的反馈,团队之间的共识,区域教育需求,利用教师内部的专业知识,我们实施了几个多学科的解决方案,多中心,多管齐下。我们还建立了跨多个认证途径的数据库,以促进对轮岗学员的监督和评估。
    结果:利用行动学习过程,我们对肺部超声认证途径的要素进行了几项改进.最初的区域调查确定了认证的主要障碍:缺乏课程(52%),缺乏导师(93%),和难以安排直接监督扫描(73%)。组建了一个多学科的培训人员小组。根据该地区的反馈和轶事教育需求,组织和更改了常规课程。开设课程也是为了促进培训师之间的持续专业发展和知识和想法交流。通过组织定期监督会议,消除了监督障碍,为每位培训师每半天提供多达50次扫描。我们收集了课程的反馈并对其进行了优化。远程指导平台被用来鼓励异步监督。整理了一个培训员数据库,以促进触发评估。这些方法促进了有利的环境和对学习的承诺。重复调查结果支持这一点。
    结论:肺超声认证仍然是一个复杂的教育培训途径。利用教育框架,招募多学科团队,确保多管齐下,培养对学习的承诺可以提高认证的成功率。
    BACKGROUND: Point-of-Care Ultrasound (POCUS) consists of a range of increasingly important imaging modalities across a variety of specialties. Despite a variety of accreditation pathways available in the UK, lung POCUS training remains difficult to deliver and accreditation rates remain suboptimal. We describe a multidisciplinary, multi-centre, and multi-pronged approach to lung POCUS education within a region.
    METHODS: A survey was conducted in a region. From these results, bottlenecks were identified for improvement. We utilised key stages in an established accreditation pathway, and the Action Learning process. Analysing participant feedback, consensus amongst the team, regional educational needs, and leveraging the expertise within the faculty, we implemented several solutions which were multidisciplinary, multi-centre, and multi-pronged. We also set up a database across several accreditation pathways to facilitate supervision and assessment of rotational trainees.
    RESULTS: Utilising the Action Learning process, we implemented several improvements at elements of the lung ultrasound accreditation pathways. An initial regional survey identified key barriers to accreditation: lack of courses (52%), lack of mentors (93%), and difficulty arranging directly supervised scans (73%). A multidisciplinary team of trainers was assembled. Regular courses were organised and altered based on feedback and anecdotal educational needs within the region. Courses were set up to also facilitate continuing professional development and exchange of knowledge and ideas amongst trainers. The barrier of supervision was removed through the organisation of regular supervision sessions, facilitating up to fifty scans per half day per trainer. We collected feedback from courses and optimised them. Remote mentoring platforms were utilised to encourage asynchronous supervision. A database of trainers was collated to facilitate triggered assessments. These approaches promoted a conducive environment and a commitment to learning. Repeat survey results support this.
    CONCLUSIONS: Lung ultrasound accreditation remains a complex educational training pathway. Utilising an education framework, recruiting a multidisciplinary team, ensuring a multi-pronged approach, and fostering a commitment to learning can improve accreditation success.
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