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Pre-hospital emergency medicine: a spectrum of imaging findings. 院前急救医学:一系列影像学检查结果。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-26 DOI: 10.1007/s10140-024-02223-3
Ryan T Whitesell, Aaron M Burnett, Sean K Johnston, Douglas H Sheafor

The goal of emergency medical services (EMS) is to provide urgent medical care and stabilization prior to patient transport to a healthcare facility for definitive treatment. The number and variety of interventions performed in the field by EMS providers continues to grow as early management of severe injuries and critical illness in the pre-hospital setting has been shown to improve patient outcomes. The sequela of many field interventions, including those associated with airway management, emergent vascular access, cardiopulmonary resuscitation (CPR), patient immobilization, and hemorrhage control may be appreciated on emergency department admission imaging. Attention to these imaging findings is important for the emergency radiologist, who may be the first to identify a malpositioned device or an iatrogenic complication arising from pre-hospital treatment. Recognition of these findings may allow for earlier corrective action to be taken in the acute care setting. This review describes common EMS interventions and their imaging findings.

急诊医疗服务(EMS)的目标是在将病人送往医疗机构接受最终治疗之前提供紧急医疗护理和稳定病情。由于在院前环境中对重伤和危重病患者进行早期治疗可改善患者的预后,因此急救医疗服务提供者在现场实施的干预措施的数量和种类不断增加。许多现场干预的后遗症,包括与气道管理、紧急血管通路、心肺复苏(CPR)、患者固定和出血控制相关的后遗症,都可以在急诊科入院影像学检查中发现。对急诊放射科医生来说,关注这些成像结果非常重要,因为他们可能是第一个发现院前治疗中出现的装置位置不当或先天性并发症的人。认识到这些发现后,就可以在急诊环境中尽早采取纠正措施。本综述介绍了常见的急救介入及其成像结果。
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引用次数: 0
Comparison of international guidelines for CT prior to lumbar puncture in patients with suspected meningitis. 疑似脑膜炎患者腰椎穿刺前 CT 国际指南比较。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-05-02 DOI: 10.1007/s10140-024-02234-0
Fergus O' Herlihy, Philip J Dempsey, Dora Gorman, Eavan G Muldoon, Brian Gibney

Purpose: To compare the performance of multiple international guidelines in selecting patients for head CT prior to lumbar puncture (LP) in suspected meningitis, focusing on identification of potential contraindications to immediate LP.

Methods: Retrospective study of 196 patients with suspected meningitis presenting to an emergency department between March 2013 and March 2023 and undergoing head CT prior to LP. UK Joint Specialist Society Guidelines (UK), European Society of Clinical Microbiology and Infectious Diseases (ESCMID) and Infectious Diseases Society of America (IDSA) guidelines were evaluated by cross-referencing imaging criteria with clinical characteristics present at time of presentation. Sensitivity of each guideline for recommending neuroimaging in cases with brain shift on CT was evaluated, along with the number of normal studies and incidental or spurious findings.

Results: 2/196 (1%) patients had abnormal CTs with evidence of brain shift, while 14/196 (7%) had other abnormalities on CT without brain shift. UK, ESCMID and IDSA guidelines recommended imaging in 10%, 14% and 33% of cases respectively. All three guidelines recommended imaging pre-LP in 2/2 (100%) cases with brain shift. IDSA guidelines recommended more CT studies with normal findings (59 vs 16 and 24 for UK and ESCMID guidelines respectively) and CT abnormalities without brain shift (4 vs 1 and 2 respectively) than the other guidelines.

Conclusion: UK, ESCMID and IDSA guidelines are all effective at identifying the small cohort of patients who benefit from a head CT prior to LP. Following the more selective UK/ESCMID guidelines limits the number of normal studies and incidental or spurious CT findings.

目的:比较多个国际指南在选择疑似脑膜炎患者进行腰椎穿刺(LP)前头部 CT 方面的性能,重点是识别立即进行 LP 的潜在禁忌症:方法:对2013年3月至2023年3月期间在急诊科就诊并在LP前接受头部CT检查的196名疑似脑膜炎患者进行回顾性研究。通过将影像学标准与患者就诊时的临床特征进行交叉对比,对英国联合专科学会指南(UK)、欧洲临床微生物学与传染病学会(ESCMID)和美国传染病学会(IDSA)指南进行了评估。结果:2/196(1%)例患者的 CT 异常,有脑转移的证据,14/196(7%)例患者的 CT 有其他异常,但无脑转移。英国、ESCMID 和 IDSA 指南分别建议对 10%、14% 和 33% 的病例进行成像检查。所有三项指南均建议对 2/2 例(100%)脑转移病例进行 LP 前成像。与其他指南相比,IDSA 指南推荐了更多 CT 检查结果正常的病例(英国和 ESCMID 指南分别为 59 例和 16 例和 24 例)和 CT 异常但无脑移位的病例(分别为 4 例和 1 例和 2 例):结论:英国、ESCMID 和 IDSA 指南都能有效识别在 LP 前进行头部 CT 检查的一小部分患者。遵循选择性更强的英国/ESCMID指南可限制正常研究和偶然或虚假CT发现的数量。
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引用次数: 0
Diagnostic utility of ultrasound in pediatric nasal bone fractures: a systematic review and meta-analysis. 超声波对小儿鼻骨骨折的诊断作用:系统回顾和荟萃分析。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-28 DOI: 10.1007/s10140-024-02225-1
Amir Hassankhani, Melika Amoukhteh, Payam Jannatdoust, Parya Valizadeh, Delaram J Ghadimi, Nikoo Saeedi, Mobina Fathi, Shirin Yaghoobpoor, Paniz Adli, Pauravi S Vasavada, Ali Gholamrezanezhad

Ultrasonography, a radiation-free and cost-effective modality, stands out as a promising tool for evaluating nasal bone fractures. Despite limited literature on its pediatric application, there is an increasing recognition of its potential to enhance diagnostic precision. To evaluate the diagnostic efficacy of ultrasound in detecting pediatric nasal bone fractures. Employing established guidelines, a systematic review and meta-analysis were conducted through a comprehensive literature search in PubMed, Scopus, Web of Science, and Embase databases until December 5, 2023. Inclusion criteria encompassed studies reporting diagnostic accuracy measures of ultrasound in pediatric patients with nasal bone fractures. Data extraction and analysis were undertaken for the selected studies. Involving four studies with 277 patients, ultrasound demonstrated a pooled sensitivity of 66.1% (95% CI: 35.1-87.5%) and specificity of 86.8% (95% CI: 80.1-91.4%) in diagnosing pediatric nasal fractures. The area under the receiver operating characteristic curve (AUC) was 0.88 (95% CI: 0.72-0.93). After excluding an outlier study, sensitivity and specificity increased to 78.0% (95% CI: 65.6-86.9%) and 87.8 (95% CI: 78.1-93.6%), respectively, with an AUC of 0.79 (95% CI: 0.75-0.94). Pooled positive and negative likelihood ratios were 5.11 (95% CI: 2.12-9.15) and 0.40 (95% CI: 0.14-0.77) before exclusion and 6.75 (95% CI: 3.47-12.30) and 0.26 (95% CI: 0.15-0.40) after exclusion of an outlier study, respectively. This study highlighted ultrasonography's utility in diagnosing pediatric nasal bone fractures with high accuracy and specificity. However, caution is advised in relying solely on ultrasound due to suboptimal overall diagnostic performance, evident in likelihood ratios.

超声造影是一种无辐射、经济高效的检查方式,是评估鼻骨骨折的理想工具。尽管有关其在儿科应用的文献有限,但人们越来越认识到它在提高诊断精确度方面的潜力。为了评估超声波在检测小儿鼻骨骨折方面的诊断效果。根据既定指南,我们在PubMed、Scopus、Web of Science和Embase数据库中进行了全面的文献检索,并进行了系统回顾和荟萃分析,直至2023年12月5日。纳入标准包括报告鼻骨骨折儿科患者超声诊断准确性的研究。对所选研究进行了数据提取和分析。四项研究共涉及 277 名患者,在诊断小儿鼻骨骨折方面,超声波的综合灵敏度为 66.1%(95% CI:35.1-87.5%),特异性为 86.8%(95% CI:80.1-91.4%)。接收者操作特征曲线下面积(AUC)为 0.88(95% CI:0.72-0.93)。排除一项离群研究后,灵敏度和特异性分别增加到 78.0% (95% CI: 65.6-86.9%) 和 87.8 (95% CI: 78.1-93.6%),AUC 为 0.79 (95% CI: 0.75-0.94)。排除前的汇总阳性和阴性似然比分别为 5.11(95% CI:2.12-9.15)和 0.40(95% CI:0.14-0.77),排除异常研究后分别为 6.75(95% CI:3.47-12.30)和 0.26(95% CI:0.15-0.40)。这项研究强调了超声波检查在诊断小儿鼻骨骨折方面的实用性,其准确性和特异性都很高。然而,由于总体诊断效果欠佳,仅依靠超声波诊断需谨慎,这一点在似然比中很明显。
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引用次数: 0
CT pulmonary angiography in the emergency department: utilization and positivity rates during various phases of the COVID-19 pandemic. 急诊科 CT 肺血管造影:COVID-19 大流行各阶段的使用率和阳性率。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-23 DOI: 10.1007/s10140-024-02218-0
Vamshi K Mugu, Brendan M Carr, Michael C Olson, Ashish Khandelwal

Purpose: To evaluate the trends in utilization and results of computed tomography pulmonary angiography (CTPA study) for detection of acute pulmonary embolism (PE) in the Emergency Department (ED) during different phases of COVID-19 public health emergency.

Methods: We conducted a retrospective review of CTPA studies ordered through our ED in the months of March through May during five consecutive years from 2019 to 2023, designated as pre-pandemic, early, ongoing, recovery, and post-pandemic periods respectively. Collected characteristics included patient age, patient sex, and result of the study.

Results: The utilization of CTPA studies for ED patients increased during the early, ongoing, and recovery periods. CTPA study utilization in the post-pandemic period was not significantly different from the pre-pandemic period (p = 0.08). No significant difference in CTPA study utilization was noted in the other periods when stratified by age group or sex, compared to the pre-pandemic period. The positivity rate of acute PE in ED patients was not significantly different in other periods compared to the pre-pandemic period.

Conclusion: At our institution, the utilization and positivity rates of CTPA studies for the ED patients were not significantly different in the post-pandemic period compared to the pre-pandemic period. While studies spanning a larger timeframe and involving multiple institutions are needed to test the applicability of this observation to a wider patient population beyond our defined post-pandemic period, we conclude that our study provides some confidence to the ordering provider and the radiologist in embracing the end of COVID-19 public health emergency by the WHO and the United States HHS with respect to CTPA studies.

目的:评估COVID-19公共卫生突发事件不同阶段急诊科(ED)用于检测急性肺栓塞(PE)的计算机断层扫描肺血管造影(CTPA研究)的使用趋势和结果:我们对2019年至2023年连续五年的3月至5月期间通过我院急诊科订购的CTPA检查进行了回顾性审查,分别定为疫情前、早期、进行中、恢复期和疫情后阶段。收集的特征包括患者年龄、患者性别和研究结果:结果:在疫情早期、持续期和恢复期,ED 患者使用 CTPA 检查的人数有所增加。大流行后的 CTPA 检查使用率与大流行前没有明显差异(P = 0.08)。按年龄组或性别分层后,其他时期的 CTPA 研究使用率与大流行前相比无明显差异。与大流行前相比,其他时期急诊室患者的急性 PE 阳性率也无明显差异:在我院,与疫情流行前相比,疫情流行后急诊科患者 CTPA 检查的使用率和阳性率并无明显差异。虽然需要进行跨度更大、涉及多个机构的研究,以检验这一观察结果是否适用于我们定义的大流行后时期以外的更广泛的患者群体,但我们的结论是,我们的研究为下订单的医疗服务提供者和放射科医生提供了一些信心,使他们能够接受世界卫生组织和美国卫生与公众服务部关于 CTPA 检查的 COVID-19 公共卫生紧急状态的结束。
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引用次数: 0
MRI characteristics of radiographically occult femoral neck fractures in trauma patients with ipsilateral femoral shaft fractures. 同侧股骨干骨折的外伤患者放射学上隐匿性股骨颈骨折的磁共振成像特征。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-28 DOI: 10.1007/s10140-024-02221-5
Stephen Neville, Nathan Rogers, Stephen Warner, Nicholas M Beckmann

Purpose: Ipsilateral femoral neck fractures can be seen alongside femoral shaft fractures in high-velocity trauma patients. These neck fractures are often occult on radiographs and CT, and can have a significant impact on patient outcomes if not treated promptly. Limited protocol pelvic MRI has been used to increase sensitivity for these occult fractures. Detailed characterization of these fractures on MRI is lacking.

Methods: 427 consecutive trauma patients presenting to our emergency department who had known femoral diaphyseal fractures but no ipsilateral femoral neck fracture on radiographs or CT were included in this study. These patients were scanned using a limited protocol MRI with coronal T1 and coronal STIR sequences. Presence of an ipsilateral femoral neck fracture and imaging characteristics of the fracture were obtained.

Results: 31 radiographically occult ipsilateral femoral neck fractures were found, representing 7% of all cases. All neck fractures were incomplete. All fractures originated along the lateral cortex of the femoral neck and extended medially towards the junction of the medial femoral neck and the lesser trochanter. 58% (18/31) were vertical in orientation. 61% (19/31) did not demonstrate any appreciate edema on STIR images.

Conclusion: Implementation of limited protocol MRI protocol increases sensitivity for detection of femoral neck fractures in the setting of ipsilateral femoral shaft fractures not seen on radiograph or CT imaging. We describe the characteristic MR imaging features of these fractures.

目的:在高速创伤患者中,同侧股骨颈骨折可与股骨干骨折同时出现。这些股骨颈骨折在X光片和CT检查中通常是隐匿性的,如果不及时治疗,会对患者的预后产生重大影响。有限方案骨盆磁共振成像已被用于提高对这些隐匿性骨折的敏感性。方法:本研究纳入了427名到我们急诊科就诊的连续创伤患者,这些患者已知有股骨骺骨折,但在X光片或CT上没有发现同侧股骨颈骨折。这些患者均接受了冠状 T1 和冠状 STIR 序列的有限方案 MRI 扫描。结果显示:31 例影像学上隐匿的同侧股骨颈骨折患者的股骨颈骨折程度和影像学特征:结果:共发现31例影像学隐匿性同侧股骨颈骨折,占所有病例的7%。所有股骨颈骨折均不完全。所有骨折均起源于股骨颈外侧皮质,向内侧延伸至股骨颈内侧与股骨小转子交界处。58%(18/31)的骨折方向垂直。61%(19/31)的病例在STIR图像上未显示任何明显的水肿:结论:在X光片或CT成像中未发现同侧股骨干骨折的情况下,实施有限方案的MRI方案可提高检测股骨颈骨折的灵敏度。我们描述了这些骨折的磁共振成像特征。
{"title":"MRI characteristics of radiographically occult femoral neck fractures in trauma patients with ipsilateral femoral shaft fractures.","authors":"Stephen Neville, Nathan Rogers, Stephen Warner, Nicholas M Beckmann","doi":"10.1007/s10140-024-02221-5","DOIUrl":"10.1007/s10140-024-02221-5","url":null,"abstract":"<p><strong>Purpose: </strong>Ipsilateral femoral neck fractures can be seen alongside femoral shaft fractures in high-velocity trauma patients. These neck fractures are often occult on radiographs and CT, and can have a significant impact on patient outcomes if not treated promptly. Limited protocol pelvic MRI has been used to increase sensitivity for these occult fractures. Detailed characterization of these fractures on MRI is lacking.</p><p><strong>Methods: </strong>427 consecutive trauma patients presenting to our emergency department who had known femoral diaphyseal fractures but no ipsilateral femoral neck fracture on radiographs or CT were included in this study. These patients were scanned using a limited protocol MRI with coronal T1 and coronal STIR sequences. Presence of an ipsilateral femoral neck fracture and imaging characteristics of the fracture were obtained.</p><p><strong>Results: </strong>31 radiographically occult ipsilateral femoral neck fractures were found, representing 7% of all cases. All neck fractures were incomplete. All fractures originated along the lateral cortex of the femoral neck and extended medially towards the junction of the medial femoral neck and the lesser trochanter. 58% (18/31) were vertical in orientation. 61% (19/31) did not demonstrate any appreciate edema on STIR images.</p><p><strong>Conclusion: </strong>Implementation of limited protocol MRI protocol increases sensitivity for detection of femoral neck fractures in the setting of ipsilateral femoral shaft fractures not seen on radiograph or CT imaging. We describe the characteristic MR imaging features of these fractures.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140305224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel illuminoss photodynamic bone stabilization system: normal and post-operative complication imaging findings in the emergency setting. 新型 illuminoss 光动力骨稳定系统:急诊情况下的正常和术后并发症成像结果。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-23 DOI: 10.1007/s10140-024-02215-3
Bryan Nixon, Sara Stewart, Brooke Crawford, Thomas Temple, Felipe Munera, Jean Jose

The mainstay orthopedic surgical technique for fracture fixation involves metal plates, screws, and rods. While these methods are effective, they exhibit high rates of complications within specific populations, particularly among patients with pathologic and insufficiency fractures. IlluminOss represents a novel photodynamic bone stabilization system, approved for use in multiple countries, that serves as an alternative to traditional fracture fixation approaches for patients experiencing pathologic, traumatic, and fragility fractures. Despite the initial success of the system in fostering fracture healing, no study has comprehensively examined the radiological attributes of the IlluminOss Stabilization system thus far. The emergency radiologist is often the first point of imaging identification and interpretation for patients presenting with suspected postoperative complications, requiring evolving knowledge of both expected and atypical appearances for novel surgical implants. This manuscript's objective is to delve into the design and clinical application of IlluminOss, scrutinize relevant normal imaging findings across various modalities, and delineate potential complications associated with the IlluminOss Stabilization system for traumatic, pathologic, and fragility fractures that are increasingly encountered in the emergency department setting.

骨折固定的主流骨科手术技术包括金属板、螺钉和钢棒。这些方法虽然有效,但在特定人群中并发症发生率较高,尤其是病理性骨折和骨折不全的患者。IlluminOss是一种新型光动力骨稳定系统,已在多个国家获批使用,可替代传统的骨折固定方法,用于治疗病理性、创伤性和脆性骨折患者。尽管该系统在促进骨折愈合方面取得了初步成功,但迄今为止还没有任何研究对IlluminOss稳定系统的放射学特性进行全面检查。对于疑似术后并发症患者,急诊放射科医生往往是影像学鉴定和解释的第一人,这就要求他们对新型外科植入物的预期外观和非典型外观有更深入的了解。本稿件旨在深入探讨IlluminOss的设计和临床应用,仔细研究各种成像模式下的相关正常成像结果,并描述IlluminOss稳定系统在创伤性、病理性和脆性骨折方面可能出现的并发症,这些并发症在急诊科越来越常见。
{"title":"Novel illuminoss photodynamic bone stabilization system: normal and post-operative complication imaging findings in the emergency setting.","authors":"Bryan Nixon, Sara Stewart, Brooke Crawford, Thomas Temple, Felipe Munera, Jean Jose","doi":"10.1007/s10140-024-02215-3","DOIUrl":"10.1007/s10140-024-02215-3","url":null,"abstract":"<p><p>The mainstay orthopedic surgical technique for fracture fixation involves metal plates, screws, and rods. While these methods are effective, they exhibit high rates of complications within specific populations, particularly among patients with pathologic and insufficiency fractures. IlluminOss represents a novel photodynamic bone stabilization system, approved for use in multiple countries, that serves as an alternative to traditional fracture fixation approaches for patients experiencing pathologic, traumatic, and fragility fractures. Despite the initial success of the system in fostering fracture healing, no study has comprehensively examined the radiological attributes of the IlluminOss Stabilization system thus far. The emergency radiologist is often the first point of imaging identification and interpretation for patients presenting with suspected postoperative complications, requiring evolving knowledge of both expected and atypical appearances for novel surgical implants. This manuscript's objective is to delve into the design and clinical application of IlluminOss, scrutinize relevant normal imaging findings across various modalities, and delineate potential complications associated with the IlluminOss Stabilization system for traumatic, pathologic, and fragility fractures that are increasingly encountered in the emergency department setting.</p>","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140193606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From pixels to prognosis: Imaging biomarkers for discrimination and outcome prediction of pulmonary embolism : Original Research Article. 从像素到预后:用于鉴别和预测肺栓塞结果的成像生物标志物:原始研究文章。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-25 DOI: 10.1007/s10140-024-02216-2
Jennifer Gotta, Leon D Gruenewald, Simon S Martin, Christian Booz, Scherwin Mahmoudi, Katrin Eichler, Tatjana Gruber-Rouh, Teodora Biciusca, Philipp Reschke, Lisa-Joy Juergens, Melis Onay, Eva Herrmann, Jan-Erik Scholtz, Christof M Sommer, Thomas J Vogl, Vitali Koch

Purpose: Recent advancements in medical imaging have transformed diagnostic assessments, offering exciting possibilities for extracting biomarker-based information. This study aims to investigate the capabilities of a machine learning classifier that incorporates dual-energy computed tomography (DECT) radiomics. The primary focus is on discerning and predicting outcomes related to pulmonary embolism (PE).

Methods: The study included 131 participants who underwent pulmonary artery DECT angiography between January 2015 and March 2022. Among them, 104 patients received the final diagnosis of PE and 27 patients served as a control group. A total of 107 radiomic features were extracted for every case based on DECT imaging. The dataset was divided into training and test sets for model development and validation. Stepwise feature reduction identified the most relevant features, which were used to train a gradient-boosted tree model. Receiver operating characteristics analysis and Cox regression tests assessed the association of texture features with overall survival.

Results: The trained machine learning classifier achieved a classification accuracy of 0.94 for identifying patients with acute PE with an area under the receiver operating characteristic curve of 0.91. Radiomics features could be valuable for predicting outcomes in patients with PE, demonstrating strong prognostic capabilities in survival prediction (c-index, 0.991 [0.979-1.00], p = 0.0001) with a median follow-up of 130 days (IQR, 38-720). Notably, the inclusion of clinical or DECT parameters did not enhance predictive performance.

Conclusion: In conclusion, our study underscores the promising potential of leveraging radiomics on DECT imaging for the identification of patients with acute PE and predicting their outcomes. This approach has the potential to improve clinical decision-making and patient management, offering efficiencies in time and resources by utilizing existing DECT imaging without the need for an additional scoring system.

目的医学成像技术的最新进展改变了诊断评估,为提取基于生物标记的信息提供了令人兴奋的可能性。本研究旨在调查结合双能计算机断层扫描(DECT)放射组学的机器学习分类器的能力。主要重点是辨别和预测与肺栓塞(PE)相关的结果:研究纳入了 2015 年 1 月至 2022 年 3 月间接受肺动脉 DECT 血管造影术的 131 名参与者。其中,104 名患者最终确诊为 PE,27 名患者作为对照组。根据 DECT 成像,每个病例共提取了 107 个放射学特征。数据集分为训练集和测试集,用于模型开发和验证。逐步缩减特征找出最相关的特征,用于训练梯度提升树模型。接受者操作特征分析和 Cox 回归检验评估了纹理特征与总生存率的关系:结果:训练后的机器学习分类器识别急性 PE 患者的分类准确率为 0.94,接收者操作特征曲线下面积为 0.91。放射组学特征对预测 PE 患者的预后很有价值,在中位随访 130 天(IQR,38-720)的生存预测中显示出很强的预后能力(c 指数,0.991 [0.979-1.00],p = 0.0001)。值得注意的是,纳入临床或 DECT 参数并不能提高预测性能:总之,我们的研究强调了利用 DECT 成像放射组学识别急性 PE 患者并预测其预后的巨大潜力。这种方法有可能改善临床决策和患者管理,通过利用现有的 DECT 成像而无需额外的评分系统,从而提高时间和资源效率。
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引用次数: 0
Artificial intelligence in the detection of non-biological materials. 人工智能在非生物材料检测中的应用。
IF 2.2 Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2024-03-26 DOI: 10.1007/s10140-024-02222-4
Liesl Eibschutz, Max Yang Lu, Mashya T Abbassi, Ali Gholamrezanezhad

Artificial Intelligence (AI) has emerged as a transformative force within medical imaging, making significant strides within emergency radiology. Presently, there is a strong reliance on radiologists to accurately diagnose and characterize foreign bodies in a timely fashion, a task that can be readily augmented with AI tools. This article will first explore the most common clinical scenarios involving foreign bodies, such as retained surgical instruments, open and penetrating injuries, catheter and tube malposition, and foreign body ingestion and aspiration. By initially exploring the existing imaging techniques employed for diagnosing these conditions, the potential role of AI in detecting non-biological materials can be better elucidated. Yet, the heterogeneous nature of foreign bodies and limited data availability complicates the development of computer-aided detection models. Despite these challenges, integrating AI can potentially decrease radiologist workload, enhance diagnostic accuracy, and improve patient outcomes.

人工智能(AI)已成为医学影像领域的变革力量,并在急诊放射学领域取得了重大进展。目前,放射科医生在及时准确诊断和描述异物方面有很大的依赖性,而人工智能工具可以随时增强这项任务。本文将首先探讨涉及异物的最常见临床场景,如手术器械残留、开放性和穿透性损伤、导管和管道错位以及异物摄入和吸入。通过初步探讨诊断这些病症的现有成像技术,可以更好地阐明人工智能在检测非生物材料方面的潜在作用。然而,异物的异质性和有限的数据可用性使计算机辅助检测模型的开发变得更加复杂。尽管存在这些挑战,整合人工智能仍有可能减少放射科医生的工作量、提高诊断准确性并改善患者预后。
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引用次数: 0
Appropriateness and imaging outcomes of ultrasound, CT, and MR in the emergency department: a retrospective analysis from an urban academic center. 急诊科超声波、CT 和磁共振成像的适宜性和成像结果:来自一个城市学术中心的回顾性分析。
IF 2.2 Q2 Medicine Pub Date : 2024-04-26 DOI: 10.1007/s10140-024-02226-0
M. Z. Francisco, S. Altmayer, Lucas Carlesso, M. Zanon, Thales Eymael, Jose Eduardo Lima, G. Watte, Bruno Hochhegger
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引用次数: 0
Is salvage Plug-Assisted Retrograde Transvenous Obliteration (PARTO) safe and effective for bleeding gastric varices ?- A preliminary single-center experience. 塞子辅助逆行静脉阻塞术(PARTO)对出血的胃静脉曲张是否安全有效?
IF 2.2 Q2 Medicine Pub Date : 2024-04-25 DOI: 10.1007/s10140-024-02232-2
Ranjan Kumar Patel, T. Tripathy, M. K. Panigrahi, H. K. Nayak, S. Samal, B. Pattnaik, T. Dutta, Sunita Gupta, Sudipta Mohakud, Suprava Naik, Nerbadyeswari Deep (Bag)
{"title":"Is salvage Plug-Assisted Retrograde Transvenous Obliteration (PARTO) safe and effective for bleeding gastric varices ?- A preliminary single-center experience.","authors":"Ranjan Kumar Patel, T. Tripathy, M. K. Panigrahi, H. K. Nayak, S. Samal, B. Pattnaik, T. Dutta, Sunita Gupta, Sudipta Mohakud, Suprava Naik, Nerbadyeswari Deep (Bag)","doi":"10.1007/s10140-024-02232-2","DOIUrl":"https://doi.org/10.1007/s10140-024-02232-2","url":null,"abstract":"","PeriodicalId":11623,"journal":{"name":"Emergency Radiology","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140653680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Emergency Radiology
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