diagnostic performance

诊断性能
  • 文章类型: Journal Article
    目标:许多胃肠道(GI)疾病和癌前病变通常无症状地存在,导致延迟患者诊断和治疗干预。本研究旨在开发一种新型的电缆传输磁控胶囊内窥镜(CT-MCCE)系统,用于检测胃肠道疾病,并通过临床试验评估其安全性和可行性。
    方法:这种前瞻性,多中心,试验比较了2022年10月至2023年5月期间18-75岁上消化道疾病患者的CT-MCCE和常规胃镜检查.主要终点包括敏感性评估,特异性,阳性预测值(PPV),和阴性预测值(NPV)在食道局灶性病变的检测,胃,和十二指肠球使用CT-MCCE。
    结果:共有180人(平均年龄:43.1岁,52.22%的女性)从中国的三家医院招募。CT-MCCE检出食管病变的敏感性为97.22%,100%特异性,PPV为100%,净现值为98.18%,和98.89%的精度。CT-MCCE检测全胃胃局灶性病变的敏感度为96.81%,98.84%特异性,PPV为98.91%,净现值为96.59%,和97.78%的精度。CT-MCCE以100%的灵敏度检测到十二指肠球部的病变,100%特异性,PPV为100%,净现值为100%,100%的准确性。CT-MCCE和EGD在上消化道的清洁度和上消化道粘膜的可见度方面没有显着差异。然而,CT-MCCE的不适发生率低于EGD(P<0.001)。
    结论:在完成上消化道检查和病变检测方面,CT-MCCE的诊断性能与EGD相当。此外,观察到CT-MCCE在检测上消化道疾病方面的耐受性提高,未观察到任何不良事件.
    OBJECTIVE: Many gastrointestinal (GI) disorders and precancerous conditions often present asymptomatically, leading to delayed patient diagnoses and treatment interventions. This study aimed to develop a novel cable-transmission magnetically controlled capsule endoscopy (CT-MCCE) system for detecting GI diseases and assess its safety and feasibility through clinical trials.
    METHODS: This prospective, multicenter, trial compared CT-MCCE with conventional gastroscopy in patients aged 18-75 years with upper GI diseases between October 2022 and May 2023. The primary endpoints included the evaluation of sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) in the detection of focal lesions within the esophagus, stomach, and duodenal bulb using CT-MCCE.
    RESULTS: A total of 180 individuals (mean age: 43.1 years, 52.22% female) were recruited from three hospitals in China. CT-MCCE detected lesions in esophagus with 97.22% sensitivity, 100% specificity, a PPV of 100%, a NPV of 98.18%, and 98.89% accuracy. CT-MCCE detected gastric focal lesions in the whole stomach with 96.81% sensitivity, 98.84% specificity, a PPV of 98.91%, a NPV of 96.59%, and 97.78% accuracy. CT-MCCE detected lesions in the duodenal bulb with 100% sensitivity, 100% specificity, a PPV of 100%, a NPV of 100%, and 100% accuracy. There were no significant differences between CT-MCCE and EGD regarding the cleanliness of the upper GI tract and visibility of the upper GI mucosa. However, CT-MCCE was associated with a lower incidence of discomfort than EGD (P<0.001).
    CONCLUSIONS: The diagnostic performance of CT-MCCE is comparable to that of EGD in the completion of upper GI tract examinations and lesion detection. Furthermore, the improved tolerance of CT-MCCE in detecting upper GI diseases was noted without any observed adverse events.
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  • 文章类型: Journal Article
    宫颈上皮内瘤变(CIN)中与单个和多个人乳头瘤病毒(HPV)感染相关的风险仍不确定。本研究旨在探讨高危型HPV(hr-HPV)感染数量在检测CIN中的分布及诊断意义,解决我们理解中的一个关键差距。这个全面的多中心,回顾性研究仔细分析了单个和多个hr-HPV的分布,CIN2+的风险,与CIN的关系,以及使用人口统计信息对阴道镜诊断性能的影响,临床病史,和组织样本.单一感染的组成主要是HPV16、52、58、18和51,而HPV16和33被确定为CIN2的主要原因。双重感染的主要病例主要在HPV16/18,HPV16/52和HPV16/58等组合中观察到,而HPV16/33被确定为CIN2的主要原因。hr-HPV感染的发生率与CIN的风险呈剂量-反应关系(趋势p<0.001)。与单一hr-HPV相比,多重hr-HPV感染与CIN1风险增加相关(1.44,95%置信区间[CI]:1.20-1.72),CIN2(1.70,95%CI:1.38-2.09),和CIN3(1.08,95%CI:0.86-1.37)。单个hr-HPV(93.4,95%CI:92.4-94.4)和多个hr-HPV(92.9,95%CI:90.8-94.6)的基于阴道镜的特异性显着低于阴性(97.9,95%CI:97.0-98.5)在检测高度鳞状上皮内病变或更差(HSIL)方面。然而,单一hr-HPV(73.5,95%CI:70.8-76.0)和多重hr-HPV(71.8,95%CI:67.0-76.2)检测HSIL+的敏感性高于阴性(62.0,95%CI:51.0-71.9).我们发现,与单一感染相比,多种hr-HPV感染增加了发展CIN病变的风险。用于HSIL+检测的阴道镜对hr-HPV感染显示出高灵敏度和低特异性。除HPV16外,本研讨还发明HPV33是一个主要的致病基因型。
    The risk associated with single and multiple human papillomavirus (HPV) infections in cervical intraepithelial neoplasia (CIN) remains uncertain. This study aims to explore the distribution and diagnostic significance of the number of high-risk HPV (hr-HPV) infections in detecting CIN, addressing a crucial gap in our understanding. This comprehensive multicenter, retrospective study meticulously analyzed the distribution of single and multiple hr-HPV, the risk of CIN2+, the relationship with CIN, and the impact on the diagnostic performance of colposcopy using demographic information, clinical histories, and tissue samples. The composition of a single infection was predominantly HPV16, 52, 58, 18, and 51, while HPV16 and 33 were identified as the primary causes of CIN2+. The primary instances of dual infection were mainly observed in combinations such as HPV16/18, HPV16/52, and HPV16/58, while HPV16/33 was identified as the primary cause of CIN2+. The incidence of hr-HPV infections shows a dose-response relationship with the risk of CIN (p for trend <0.001). Compared to single hr-HPV, multiple hr-HPV infections were associated with increased risks of CIN1 (1.44, 95% confidence interval [CI]: 1.20-1.72), CIN2 (1.70, 95% CI: 1.38-2.09), and CIN3 (1.08, 95% CI: 0.86-1.37). The colposcopy-based specificity of single hr-HPV (93.4, 95% CI: 92.4-94.4) and multiple hr-HPV (92.9, 95% CI: 90.8-94.6) was significantly lower than negative (97.9, 95% CI: 97.0-98.5) in detecting high-grade squamous intraepithelial lesion or worse (HSIL+). However, the sensitivity of single hr-HPV (73.5, 95% CI: 70.8-76.0) and multiple hr-HPV (71.8, 95% CI: 67.0-76.2) was higher than negative (62.0, 95% CI: 51.0-71.9) in detecting HSIL+. We found that multiple hr-HPV infections increase the risk of developing CIN lesions compared to a single infection. Colposcopy for HSIL+ detection showed high sensitivity and low specificity for hr-HPV infection. Apart from HPV16, this study also found that HPV33 is a major pathogenic genotype.
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  • 文章类型: Journal Article
    这项研究的目的是半定量评估PET/CT代谢参数在区分良性或恶性心脏或心包肿块中的诊断性能。招募了41例接受18F-FDGPET/CT检查的新诊断的心脏/心包肿块患者。PET/CT代谢参数包括最大标准化摄取值(SUVmax),平均标准化摄取值(SUVmean),总病变糖酵解(TLG),肿瘤代谢体积(MTV),测量或计算最大肿瘤-纵隔背景比(TMR)和最大肿瘤-肝脏背景比(TLR),以评估心脏/心包肿块的良性或恶性.与良性心脏/心包病变相比,心脏/心包恶性肿瘤有更高的SUVmax,Suvmean,TLG,MTV,TMR,和TLR。所有这些PET/CT代谢参数在良性或恶性心脏或心包肿块的半定量评估中显示出较高的诊断性能。SUVmean和MTV的诊断准确率最高。因此,PET/CT代谢参数可半定量评价良性或恶性心脏/心包肿块。
    The objective of this study was to evaluate semi-quantitatively the diagnostic performance of PET/CT metabolic parameters in differentiating benign or malignant cardiac or pericardial masses. A total of forty-one patients with newly diagnosed cardiac/pericardial masses who underwent 18F-FDG PET/CT were recruited. PET/CT metabolic parameters including the maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), total lesion glycolysis (TLG), tumor metabolic volume (MTV), the maximum tumor-to-mediastinal background ratio (TMR) and the maximum tumor-to-liver background ratio (TLR) is measured or calculated to evaluate the benign or malignant nature of cardiac/pericardial masses. Compared with benign cardiac/pericardial lesions, cardiac/pericardial malignancies had higher SUVmax, SUVmean, TLG, MTV, TMR, and TLR. All these PET/CT metabolic parameters showed high diagnostic performance in semi-quantitative evaluation of benign or malignant cardiac or pericardial masses, and SUVmean and MTV had the highest diagnostic accuracy. Therefore, PET/CT metabolic parameters can semi-quantitatively evaluate the benign or malignant cardiac/pericardial masses.
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  • 文章类型: Journal Article
    背景:移动健康(mHealth)在远程评估创伤性牙齿损伤(TDI)和支持急诊护理方面具有新兴的潜力。本研究旨在从智能手机获取的照片中确定TDI检测的诊断准确性。方法:使用智能手机相机应用程序对153名年龄≥6岁的上前牙和下前牙进行拍照。148名符合条件的参与者的照片由牙科专家独立审查,两个普通牙医,还有两个牙科治疗师,使用预定的TDI分类和标准。敏感性,特异性,准确度,正预测值,负预测值,和评估者间的可靠性进行了评估,以评估照相方法相对于牙科专家建立的参考标准的诊断性能。结果:在筛选的1,870颗牙齿中,三分之一的参与者显示TDI;七分之一的参与者有原发性或混合性牙列.比较专家的参考标准和四个牙科专业人员的评论,TDI与非TDI的诊断敏感性和特异性分别为59-95%和47-93%,分别,对于紧急类型的TDI(78-89%和99-100%,单独)。原发性/混合性牙列的诊断一致性也优于永久性牙列。结论:这项研究为远程评估TDI提供了有效的mHealth实践。还报告了在检测紧急类型的TDI和检查原发性/混合性牙列方面的更好诊断性能。未来的方向包括涉及牙科摄影和摄影评估的专业发展活动,结合机器学习技术来辅助摄影评论,和多个临床环境中的随机对照试验。
    Background: Mobile health (mHealth) has an emerging potential for remote assessment of traumatic dental injuries (TDI) and support of emergency care. This study aimed to determine the diagnostic accuracy of TDI detection from smartphone-acquired photographs. Methods: The upper and lower anterior teeth of 153 individuals aged ≥ 6 years were photographed using a smartphone camera app. The photos of 148 eligible participants were reviewed independently by a dental specialist, two general dentists, and two dental therapists, using predetermined TDI classification and criteria. The sensitivity, specificity, accuracy, positive predictive value, negative predictive value, and inter-rater reliability were estimated to evaluate the diagnostic performance of the photographic method relative to the reference standard established by the dental specialist. Results: Of the 1,870 teeth screened, one-third showed TDI; and one-seventh of the participants had primary or mixed dentitions. Compared between the specialist\'s reference standard and four dental professionals\' reviews, the diagnostic sensitivity and specificity for TDI versus non-TDI were 59-95% and 47-93%, respectively, with better performance for urgent types of TDI (78-89% and 99-100%, separately). The diagnostic consistency was also better for the primary/mixed dentitions than the permanent dentition. Conclusion: This study suggested a valid mHealth practice for remote assessment of TDI. A better diagnostic performance in the detection of urgent types of TDI and examination of the primary/mixed dentition was also reported. Future directions include professional development activities involving dental photography and photographic assessment, incorporation of a machine learning technology to aid photographic reviews, and randomized controlled trials in multiple clinical settings.
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  • 文章类型: Journal Article
    目的:代谢功能障碍相关的脂肪性肝病(MASLD)增加了心血管风险。在资源有限的拉丁美洲地区,确定用于早期MASLD检测的有效生物标志物至关重要。我们旨在评估16种生物标志物对墨西哥个体MASLD的诊断功效。
    方法:在这项横断面和分析研究中,使用振动控制瞬时弹性成像评估脂肪变性.MASLD是根据国际标准定义的。评估的生物标志物包括:内脏脂肪(VF),腰围(WC),腰高比(WHtr),腰臀比(WHr),内脏脂肪指数(VAI),肝脏脂肪变性指数(HSI)身体质量指数(BMI),稳态模型评估(HOMA),体重调整腰围指数(WWI),脂质积累产物(LAP),尿酸-肌酐比(UACR),甘油三酯-葡萄糖指数(TyG)及其变体TyG-WC,TyG-HDL,TyG-BMI,TyG-WHTR.
    结果:161名参与者被纳入,其中122人符合MASLD标准(56%的女性,年龄53.9岁[47.5-64])和39岁是健康对照(76%的女性,52岁[45-64])。MASLD生物标志物的AUROC为:TyG-WC(0.84),LAP(0.84),TyG-BMI(0.82),TyG-WHTR(0.80),WC(0.78),TyG(0.77),WHTR(0.75),BMI(0.76),VF(0.75),恒生指数(0.75),TyG-HDL(0.75),WHr(0.72),VAI(0.73),UA/CR(0.70),HOMA(0.71),和一战(0.69)。观察到基于性别的差异。在调整社会人口统计学变量后,TyG-WC指数是MASLD的最佳预测因子。
    结论:结论:我们的结果强调了几种非侵入性生物标志物在墨西哥人群中进行MASLD评估的潜力,强调性别之间诊断效能和临界值的差异。调整后,TyG-WC是最好的MASLD预测因子。
    OBJECTIVE: Metabolic Dysfunction-associated Steatotic Liver Disease (MASLD) poses a heightened cardiovascular risk. Identifying efficient biomarkers for early MASLD detection in resource-limited Latin American regions is crucial. We aimed to evaluate the diagnostic efficacy of sixteen biomarkers for MASLD in Mexican individuals.
    METHODS: In this cross-sectional and analytical study, steatosis was assessed using vibration-controlled transient elastography. MASLD was defined according to international standards. Assessed biomarkers included: Visceral Fat (VF), Waist Circumference (WC), Waist-Height Ratio (WHtr), Waist-Hip Ratio (WHr), Visceral Adiposity Index (VAI), Hepatic Steatosis Index (HSI), Body Mass Index (BMI), Homeostatic Model Assessment (HOMA), Weight-Adjusted-Waist Index (WWI), Lipid Accumulation Product (LAP), Uric Acid-Creatinine Ratio (UACR), Triglyceride-Glucose Index (TyG) and its variants TyG-WC, TyG-HDL, TyG-BMI, TyG-WHtr.
    RESULTS: 161 participants were included, of which 122 met MASLD criteria (56 % women, age 53.9 years [47.5-64]) and 39 were healthy controls (76 % women, age 52 [45-64]). The AUROCs of the biomarkers for MASLD were: TyG-WC (0.84), LAP (0.84), TyG-BMI (0.82), TyG-WHtr (0.80), WC (0.78), TyG (0.77), WHtr (0.75), BMI (0.76), VF (0.75), HSI (0.75), TyG-HDL (0.75), WHr (0.72), VAI (0.73), UA/CR (0.70), HOMA (0.71), and WWI (0.69). Sex-based differences were observed. After adjusting for sociodemographic variables, the TyG-WC index was the best predictor of MASLD.
    CONCLUSIONS: In conclusion, our results underscore the potential of several noninvasive biomarkers for MASLD assessment in a Mexican population, highlighting variations in diagnostic efficacy and cut-off values between sexes. After adjusting, TyG-WC was the best MASLD predictor.
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  • 文章类型: Journal Article
    支气管内超声引导下经支气管针吸活检术(EBUS-TBNA)是一种用于肺活检的微创技术,实时超声引导下的肺周组织和淋巴结活检。它用于良性和恶性肺部和非肺部疾病的诊断和/或分期。我们的研究是基于大样本,在多元化的人群中,这提供了一个代表性的真实世界队列进行分析。
    在2019年9月至2022年8月期间接受EBUS-TBNA手术的患者被纳入这项回顾性研究。对于EBUS-TBNA诊断为良性和未分类病变的病例,最终诊断是通过进一步侵入性手术或联合治疗和临床随访至少6个月确定的.
    共有618名患者被纳入研究,包括182名女性(29.4%)和436名男性(70.6%)。所有患者的平均年龄为61.9±10.5岁。这些患者通过EBUS-TBNA成功穿刺以获得病理结果。将EBUS-TBNA的病理诊断结果与最终临床诊断结果进行比较,结果为良性病变133例(21.5%),恶性病变485例(78.5%)。其中,546例(88.3%)(464个恶性病变和82个良性病变)患者通过EBUS-TBNA获得病理诊断,而EBUS-TBNA在72例患者中无法明确诊断(11.6%).20/72非诊断性EBUS-TBNA为真阴性。整体诊断灵敏度,特异性,正预测值,负预测值,EBUS-TBNA的准确率为91.3%,100%,100%,27.8%,和91.6%[95%置信区间(CI):89.1-93.6%],分别。在这项研究中,只有1例患者在EBUS-TBNA手术期间出现活动性出血,无严重并发症.
    鉴于其低侵入性,诊断准确率高,和安全,EBUS-TBNA在胸部病变中值得推广。
    UNASSIGNED: Endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is a minimally invasive technique for biopsy of lung, peri-pulmonary tissue and lymph nodes under real-time ultrasound-guided biopsy. It is used in the diagnosis and/or staging of benign and malignant pulmonary and non-pulmonary diseases. Our study is based on a large sample size, in a diversified population which provides a representative real-world cohort for analysis.
    UNASSIGNED: Patients who underwent EBUS-TBNA procedure between September 2019 and August 2022 were included in this retrospective study. For cases diagnosed as benign and unclassified lesions by EBUS-TBNA, the final diagnosis was determined by further invasive surgery or a combination of therapy and clinical follow-up for at least 6 months.
    UNASSIGNED: A total of 618 patients were included in the study, including 182 females (29.4%) and 436 males (70.6%). The mean age of all patients was 61.9 ± 10.5 years. These patients were successfully punctured by EBUS-TBNA to obtain pathological results. The pathological diagnosis results of EBUS-TBNA were compared with the final clinical diagnosis results as follows: 133 cases (21.5%) of benign lesions and 485 cases (78.5%) of malignant lesions were finally diagnosed. Among them, the pathological diagnosis was obtained by EBUS-TBNA in 546 patients (88.3%) (464 malignant lesions and 82 benign conditions), while EBUS-TBNA was unable to define diagnosis in 72 patients (11.6%). 20/72 non-diagnostic EBUS-TBNA were true negative. The overall diagnostic sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of EBUS-TBNA were 91.3%, 100%, 100%, 27.8%, and 91.6% [95% confidence interval (CI): 89.1-93.6%], respectively. In this study, only one case had active bleeding without serious complications during the EBUS-TBNA procedure.
    UNASSIGNED: Given its low invasiveness, high diagnostic accuracy, and safety, EBUS-TBNA is worth promoting in thoracic lesions.
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  • 文章类型: Journal Article
    目的:为了评估上尿路上皮癌(UTUC)的比例,在CT尿路造影(CTU)时没有排泄期,以及潜在可避免辐射的比例。
    方法:在2008年1月至2017年12月之间诊断的UTUCs从基于人群的癌症登记处进行回顾性鉴定。对于每个病人来说,US,非尿路CT,和MRI检查评估原发性肿块和继发性影像学发现(肾积水,尿路增厚,管腔扩张,脂肪绞合,和淋巴结病/转移性疾病)。评估CTU的主要和次要发现,以及肿瘤在排泄期是否明显为充盈缺损。潜在可避免的排泄相的剂量长度乘积(DLP)计算为总DLP的分数。
    结果:288例患者(平均年龄,72±11岁,包括165名男性)和545项影像学检查。在192例患者中,有370例非尿路造影CT,原发性肿块明显出现在154例(80.2%),次要发现在172人中很明显(89.6%),主要或次要发现在179例(93.2%)中明显。175个CTU中,主要和次要发现在157(89.7%)和166(94.9%)检查中很明显,分别,主要或次要发现在170/175(97.1%)中明显。131/175(74.9%)UTUC明显为填充缺陷,包括没有主要或次要发现的5/175(2.9%)UTUC。在144个具有可用DLP数据的CTU中,潜在可避免辐射的比例为103.7/235.8(44.0%)Gy·cm。
    结论:在我们的人群中,几乎所有UTUCs均通过原发性或继发性影像学表现明显,无需排泄期.这些结果支持简化协议和途径。
    OBJECTIVE: To assess the proportion of upper tract urothelial carcinomas (UTUC) that are evident without the excretory phase at CT urography (CTU), and the proportion of potentially avoidable radiation.
    METHODS: UTUCs diagnosed between January 2008-December 2017 were retrospectively identified from a population-based cancer registry. For each patient, US, non-urographic CT, and MRI exams were assessed for a primary mass and secondary imaging findings (hydronephrosis, urinary tract thickening, luminal distention, fat stranding, and lymphadenopathy/metastatic disease). CTUs were assessed for primary and secondary findings, and whether the tumor was evident as a filling defect on excretory phase. The dose-length product (DLP) of potentially avoidable excretory phases was calculated as a fraction of total DLP.
    RESULTS: 288 patients (mean age, 72±11 years, 165 males) and 545 imaging examinations were included. Of 192 patients imaged with 370 non-urographic CTs, a primary mass was evident in 154 (80.2%), secondary findings were evident in 172 (89.6%), and primary or secondary findings were evident in 179 (93.2%). Of 175 CTUs, primary and secondary findings were evident in 157 (89.7%) and 166 (94.9%) examinations, respectively, and primary or secondary findings were evident in 170/175 (97.1%). 131/175 (74.9%) UTUCs were evident as a filling defect, including the 5/175 (2.9%) UTUCs without primary or secondary findings. Of 144 CTUs with available DLP data, the proportion of potentially avoidable radiation was 103.7/235.8 (44.0%) Gy⋅cm.
    CONCLUSIONS: In our population, almost all UTUCs were evident via primary or secondary imaging findings without requiring the excretory phase. These results support streamlining protocols and pathways.
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  • 文章类型: Journal Article
    这项研究的目的是评估非专业读者的诊断性能,无论是否使用人工智能(AI)支持工具来检测阑尾骨骼X射线照片上的创伤性骨折。
    设计是回顾性的,完全交叉的多阅读器,使用AI工具作为诊断干预措施,对患者(≥2岁)的平衡数据集进行多病例研究。15位读者评估了340次射线照相检查,在2个不同的会话中使用和不使用AI工具,并且自动记录所花费的时间。参考标准由3名咨询放射科医师建立。灵敏度,特异性,并计算每位患者的假阳性。
    在AI工具辅助的检查中,与无辅助检查相比,患者对患者的敏感性从72%增加到80%(P<.05),患者对患者的特异性从81%增加到85%(P<.05)。敏感性的增加导致错过的骨折相对减少29%。每位患者的平均假阳性率从0.16降低到0.14,对应于21%的相对降低。每次考试花费的平均阅读时间没有显着差异。断裂检测性能的最大增益,在AI支持下,在所有读者中,不明显的骨折,敏感性显着增加11个百分点(pp)(60%-71%)。
    在非专业读者测试的AI骨折检测支持工具中,在阑尾骨骼X线片上检测创伤性骨折的诊断性能得到了改善,显示出在AI工具支持下,读者的敏感性和特异性总体得到了改善。在没有负面影响解释时间的情况下,观察到灵敏度和特异性的改善。
    在像这样的AI读者比较研究中,对明显和非明显裂缝的划分和分析是新颖的。
    UNASSIGNED: The aim of this study was to evaluate the diagnostic performance of nonspecialist readers with and without the use of an artificial intelligence (AI) support tool to detect traumatic fractures on radiographs of the appendicular skeleton.
    UNASSIGNED: The design was a retrospective, fully crossed multi-reader, multi-case study on a balanced dataset of patients (≥2 years of age) with an AI tool as a diagnostic intervention. Fifteen readers assessed 340 radiographic exams, with and without the AI tool in 2 different sessions and the time spent was automatically recorded. Reference standard was established by 3 consultant radiologists. Sensitivity, specificity, and false positives per patient were calculated.
    UNASSIGNED: Patient-wise sensitivity increased from 72% to 80% (P < .05) and patient-wise specificity increased from 81% to 85% (P < .05) in exams aided by the AI tool compared to the unaided exams. The increase in sensitivity resulted in a relative reduction of missed fractures of 29%. The average rate of false positives per patient decreased from 0.16 to 0.14, corresponding to a relative reduction of 21%. There was no significant difference in average reading time spent per exam. The largest gain in fracture detection performance, with AI support, across all readers, was on nonobvious fractures with a significant increase in sensitivity of 11 percentage points (pp) (60%-71%).
    UNASSIGNED: The diagnostic performance for detection of traumatic fractures on radiographs of the appendicular skeleton improved among nonspecialist readers tested AI fracture detection support tool showed an overall reader improvement in sensitivity and specificity when supported by an AI tool. Improvement was seen in both sensitivity and specificity without negatively affecting the interpretation time.
    UNASSIGNED: The division and analysis of obvious and nonobvious fractures are novel in AI reader comparison studies like this.
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  • 文章类型: Journal Article
    背景:诊断围手术期过敏反应(POA)通常具有挑战性。尽管指南建议测量类胰蛋白酶而不是组胺,几乎没有证据证明这一点。我们旨在检查类胰蛋白酶和组胺测量诊断过敏反应的诊断性能和适当时机。以及超敏反应临床评分方案(HCSS)评分与升高的生物标志物之间的关联。
    方法:我们测量了3次胰蛋白酶和组胺水平:30分钟,2h,以及疑似过敏反应的患者在过敏事件发生后至少24小时,在全麻诱导和手术开始后30分钟和2小时,对照组患者无反应。评估绝对值和相对于基线的变化幅度和速率。我们确定了具有最佳诊断性能的类胰蛋白酶和组胺水平的阈值,并比较了它们的性能。
    结果:45例围手术期过敏反应患者被纳入本研究。对照组包括30例全身麻醉平稳的患者和12例怀疑但未确诊的围手术期过敏反应的患者。在相同测量时间的比较表明,类胰蛋白酶通常比组胺具有更好的诊断性能。当使用多个测量而不是单个测量进行评估时,两者都显示出更好的诊断性能。最好的诊断性能是观察到更高的类胰蛋白酶值的百分比变化,无论是在过敏反应发作后30分钟还是2小时测量,与基线相比。然而,类胰蛋白酶和组胺水平均不与HCSS评分相关。
    结论:总体而言,类胰蛋白酶显示出比组胺更好的诊断性能。当多个类胰蛋白酶测量是可能的,使用两个急性期测量和基线水平计算的参数具有更好的诊断性能。
    BACKGROUND: Diagnosing perioperative anaphylaxis (POA) is often challenging. Although a guideline recommends measuring tryptase rather than histamine, there is little evidence for this. We aimed to examine the diagnostic performance and appropriate timing of tryptase and histamine measurements for diagnosing anaphylaxis, and the association between Hypersensitivity Clinical Scoring Scheme (HCSS) scores and elevated biomarkers.
    METHODS: We measured tryptase and histamine levels thrice: 30 min, 2 h, and at least 24 h after an anaphylactic event for patients with suspected anaphylaxis, and at the induction of general anesthesia and 30 min and 2 h after the start of surgery for control patients without a reaction. Absolute values and the magnitude and rate of change from baseline were evaluated. We determined the thresholds of tryptase and histamine levels with the best diagnostic performance and compared their performance.
    RESULTS: Forty-five patients with perioperative anaphylaxis were included in this study. The control group included 30 patients with uneventful general anesthesia and 12 patients with a suspected but unconfirmed diagnosis of perioperative anaphylaxis. Comparison at the same measurement timings showed that tryptase generally had better diagnostic performance than histamine. Both showed better diagnostic performance when assessed using multiple measurements rather than a single measurement. The best diagnostic performance was seen with the percentage change in the higher tryptase value, whether measured at 30 min or 2 h after anaphylaxis onset, as compared to baseline. However, neither tryptase nor histamine levels correlated with HCSS scores.
    CONCLUSIONS: Overall, tryptase showed better diagnostic performance than histamine. When multiple tryptase measurements are possible, parameters calculated using two acute phase measurements and the baseline level have better diagnostic performance.
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  • 文章类型: Journal Article
    目的:使用X射线透视视频分析的动态胸片显示出诊断肺栓塞(PE)的潜力,但其诊断性能仍不确定。我们旨在评估透视视频分析诊断PE的诊断性能。
    方法:2020年10月至2022年1月进行了一项前瞻性单中心观察性研究。连续50名成年患者,包括最终的PE,肺动脉高压(PH),或者怀疑是PH,已注册。通过对比增强计算机断层扫描将研究人群分为23例PE和27例非PE病例,肺闪烁显像,右心导管插入术,还有肺动脉造影.使用荧光视频分析工作站获得并分析了10秒钟的屏气摄影图像,以生成肺循环图像。两名盲心脏病学家在肺循环图像上定性地评估了灌注缺陷的存在或不存在。将从透视分析获得的诊断与明确诊断进行比较。主要结果包括敏感性,特异性,阳性和阴性预测值,和诊断PE的总体准确性。
    结果:在23例PE患者中的21例和27例非PE患者中的13例观察到灌注缺陷。透视视频分析诊断PE的诊断性能显示出91%的灵敏度,52%的特异性,阳性预测值为62%,88%的阴性预测值,总体准确率为70%。
    结论:荧光透视视频分析的高灵敏度表明其在不需要造影剂或放射性核素的情况下排除PE的潜在用途;然而,其特异性和总体准确性仍然有限。
    OBJECTIVE: Dynamic chest radiography using X-ray fluoroscopic video analysis has shown potential for the diagnosis of pulmonary embolism (PE), but its diagnostic performance remains uncertain. We aimed to evaluate the diagnostic performance of fluoroscopic video analysis for diagnosing PE.
    METHODS: A prospective single-center observational study was conducted between October 2020 and January 2022. Fifty consecutive adult patients, comprising definitive PE, pulmonary hypertension (PH), or suspected PH, were enrolled. The study population was classified into 23 PE and 27 non-PE cases by contrast-enhanced computed tomography, lung scintigraphy, right heart catheterization, and pulmonary angiography. Cineradiographic images of 10-second breath-holds were obtained and analyzed using a fluoroscopic video analysis workstation to generate pulmonary circulation images. Two blinded cardiologists qualitatively assessed the presence or absence of perfusion defects on the pulmonary circulation images. The diagnosis obtained from the fluoroscopic analysis was compared with the definitive diagnosis. The primary outcomes included sensitivity, specificity, positive and negative predictive values, and overall accuracy for diagnosing PE.
    RESULTS: Perfusion defects were observed in 21 of 23 PE patients and 13 of 27 non-PE patients. The diagnostic performance of fluoroscopic video analysis for diagnosing PE showed a sensitivity of 91%, specificity of 52%, positive predictive value of 62%, negative predictive value of 88%, and overall accuracy of 70%.
    CONCLUSIONS: The high sensitivity of the fluoroscopic video analysis suggests its potential usefulness in ruling out PE without the need for contrast media or radionuclide; however, its specificity and overall accuracy remain limited.
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