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Comment on “Diagnostic accuracy and limitations of intravoxel incoherent motion diffusion-weighted imaging for differentiating breast tumors: A systematic review and meta-analysis” “体素内非相干运动弥散加权成像鉴别乳腺肿瘤的诊断准确性和局限性:一项系统综述和荟萃分析”
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-09 DOI: 10.1016/j.clinimag.2026.110740
Amit Kumar Gupta , Prashant Ramdas Kokiwar , Janvi Patel , Archana Dhyani
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引用次数: 0
Comment on “Classifying the clinical significance of common breast pain symptoms using a large language model, ChatGPT (GPT-4)” 评议《用ChatGPT (GPT-4)大语言模型对常见乳房疼痛症状的临床意义进行分类》
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-09 DOI: 10.1016/j.clinimag.2026.110741
Yihan Hu
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引用次数: 0
Real-world use of PACS-integrated automated spine numbering in MRI 在MRI中实际使用pacs集成的自动脊柱编号
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-06 DOI: 10.1016/j.clinimag.2026.110744
Young Son , Bio Joo , Mina Park , Sung Jun Ahn , Sungjun Kim , Hong-Seon Lee

Purpose

Traditional methods of vertebral identification have predominantly relied on relative approaches, depending on discernible landmarks. Artificial Intelligence (AI) has emerged as a transformative force in radiology, aiming to augment the workflow of radiologists and the benefit of patients. This study aims to investigate the real-world application of picture archiving and communication system (PACS)-integrated automated spine numbering for the daily interpretation of spinal magnetic resonance imaging (MRI) scans.

Methods

This retrospective study, at a tertiary hospital, analyzed 235 spine MRI cases from November 2023 to January 2024. The study focused on the effect of AI-assisted spine labeling system. We measured reading times from PACS log records, leading to the exclusion of 32 cases due to time outliers. Thus, 109 (53.7%) implemented AI, while 94 (46.3%) did not. Subgroup analysis evaluated differences based on the type of radiologist (specialist vs. resident), whether the examination was an initial or follow-up, and the anatomic region (lumbar vs. non-lumbar).

Results

Integrating an AI-assisted spine labeling algorithm into the PACS significantly reduced reading times for residents (p < 0.05) but not for specialists. AI-implemented cases demonstrated high accuracy, with only 2.8% discordance. Despite AI implementation, overall reading times did not differ significantly (p = 0.0858).

Conclusion

AI has the potential to enhance efficiency, particularly benefiting trainees, by providing a consistent reference for the spinal anatomy. Future studies should explore the effect of AI on clinical outcomes and patient care.
传统的椎体识别方法主要依赖于相对方法,依赖于可识别的地标。人工智能(AI)已经成为放射学的变革力量,旨在增强放射科医生的工作流程并为患者带来好处。本研究旨在探讨图像存档和通信系统(PACS)集成的自动脊柱编号在脊髓磁共振成像(MRI)扫描的日常解释中的实际应用。方法回顾性分析某三级医院2023年11月至2024年1月235例脊柱MRI病例。研究重点是人工智能辅助脊柱标记系统的效果。我们从PACS日志记录中测量了读取时间,由于时间异常值排除了32例。因此,109家(53.7%)实施了人工智能,而94家(46.3%)没有。亚组分析基于放射科医生的类型(专科医生与住院医生)、首次检查还是随访检查以及解剖区域(腰椎与非腰椎)来评估差异。将人工智能辅助脊柱标记算法集成到PACS中显著减少了住院医生的阅读时间(p < 0.05),但对专科医生没有影响。人工智能实施的病例显示出很高的准确性,只有2.8%的不一致性。尽管实施了人工智能,但总体阅读时间没有显著差异(p = 0.0858)。结论人工智能通过为脊柱解剖提供一致的参考,具有提高效率的潜力,特别是对受训者有益。未来的研究应探讨人工智能对临床结果和患者护理的影响。
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引用次数: 0
Automation bias and overconfidence in artificial intelligence and associated legal implications 自动化偏见和对人工智能的过度自信及其相关的法律影响
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-06 DOI: 10.1016/j.clinimag.2026.110745
Jonathan L. Mezrich
As use of artificial intelligence algorithms in clinical practice becomes more commonplace, radiologists may become overconfident in the abilities of these applications or succumb to automation bias. However misplaced confidence in artificial intelligence may have legal implications. This article makes a number of recommendations for radiologists to help temper biases and limit liability as algorithms become more prevalent in practice.
随着人工智能算法在临床实践中的应用变得越来越普遍,放射科医生可能会对这些应用程序的能力过于自信,或者屈服于自动化偏见。然而,对人工智能的错误信任可能会产生法律影响。本文为放射科医生提出了一些建议,以帮助缓和偏见和限制责任,因为算法在实践中变得越来越普遍。
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引用次数: 0
Pooled diagnostic accuracy of 68Ga-pentixafor PET/CT for aldosterone-producing lesions in primary aldosteronism. 68ga - pentxapet /CT对原发性醛固酮增多症中醛固酮生成病变的综合诊断准确性。
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-03 DOI: 10.1016/j.clinimag.2026.110743
Victor Arthur Ohannesian, Diego Rajchenberg, Isabelle R Menezes, Mariana Lee Han, Karina L A Pereira, Wilson C N Castro, Ariana F Fagundes, Ricardo F O Suruagy Motta, Miguel José Francisco Neto, Cesar Augusto P Braga, Marcelo R C Silva, Marcos Roberto G Queiroz, Solange Amorim Nogueira

Background: Primary aldosteronism is a leading cause of secondary hypertension and is associated with increased cardiovascular risk. Accurate localization of aldosterone-producing lesions is essential to guide curative treatment. Although adrenal venous sampling (AVS) remains the gold standard for subtyping, it is invasive and not widely available. Recent advances in molecular imaging, including 68Ga-Pentixafor PET/CT targeting CXCR4, have shown potential for non-invasive localization of functional adrenal lesions.

Purpose: To assess the pooled diagnostic accuracy of 68Ga-Pentixafor PET/CT for detecting aldosterone-producing lesions.

Methods: A systematic review and meta-analysis were conducted following PRISMA-DTA guidelines. Databases including PubMed, Embase, Scopus, Web of Science, and CENTRAL were searched through January 2025. Eligible studies included adult patients with primary aldosteronism who underwent 68Ga-Pentixafor PET/CT, with reference standards including AVS, histopathology, or immunohistochemistry. Diagnostic accuracy outcomes were pooled using a bivariate random-effects model.

Results: Eight studies comprising 564 patients were included. Agreement between reviewers during full-text assessment was almost perfect (Cohen's κ = 0.93). Pooled sensitivity was 83% (95% CI: 75-89), specificity 94% (95% CI: 83-98), AUC 0.91 (95% CI: 0.88-0.93), LR+ 14.6 (95% CI: 5.3-40.2), and LR- 0.18 (95% CI: 0.12-0.27). Diagnostic performance remained stable across subgroups, with no significant variation according to tracer dose, SUVmax, acquisition time, study design, or CXCR4/CYP11B2 expression. No evidence of publication bias was detected (Deeks' test, p = 0.93).

Conclusions: 68Ga-Pentixafor PET/CT demonstrates high diagnostic accuracy for identifying aldosterone-producing lesions and may serve as a reliable, non-invasive alternative to AVS in selected patients.

背景:原发性醛固酮增多症是继发性高血压的主要原因,并与心血管风险增加有关。准确定位产生醛固酮的病变对指导治疗至关重要。虽然肾上腺静脉取样(AVS)仍然是分型的金标准,但它是侵入性的,并没有广泛使用。分子成像的最新进展,包括针对CXCR4的68Ga-Pentixafor PET/CT,已经显示出对功能性肾上腺病变进行无创定位的潜力。目的:评价68ga - pentxapet /CT检测醛固酮生成病变的综合诊断准确性。方法:根据PRISMA-DTA指南进行系统评价和荟萃分析。截至2025年1月,检索了PubMed、Embase、Scopus、Web of Science和CENTRAL等数据库。符合条件的研究包括接受68ga - pentixapet /CT检查的原发性醛固酮增多症成年患者,参考标准包括AVS、组织病理学或免疫组织化学。诊断准确性结果采用双变量随机效应模型进行汇总。结果:纳入8项研究,564例患者。在全文评估中,审稿人之间的一致性几乎是完美的(Cohen’s κ = 0.93)。合并敏感性为83% (95% CI: 75-89),特异性为94% (95% CI: 83-98), AUC为0.91 (95% CI: 0.88-0.93), LR+ 14.6 (95% CI: 5.3-40.2), LR- 0.18 (95% CI: 0.12-0.27)。各亚组的诊断性能保持稳定,根据示踪剂剂量、SUVmax、获取时间、研究设计或CXCR4/CYP11B2表达没有显著变化。未发现发表偏倚的证据(Deeks检验,p = 0.93)。结论:68Ga-Pentixafor PET/CT在识别醛固酮生成病变方面具有较高的诊断准确性,在特定患者中可作为可靠、无创的AVS替代方案。
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引用次数: 0
Follow-up of prior CT scans as part of patient care and continuous learning: A call to action 作为患者护理和持续学习的一部分,对先前CT扫描的随访:行动呼吁
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-29 DOI: 10.1016/j.clinimag.2026.110739
Elliot K. Fishman , Connor W. Smith , Linda C. Chu , Ralph H. Hruban
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引用次数: 0
Two-dimensional venogram following portal venous embolization as a predictor for future liver remnant hypertrophy. 门静脉栓塞后二维静脉造影作为未来肝残余肥厚的预测指标。
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-28 DOI: 10.1016/j.clinimag.2026.110737
Aaron T Luong, Dominic Bolinas, Allan John R Barcena, Marites P Melancon, Edward Castillo, Gouthami Chintalapani, Bruno C Odisio, Hop S Tran Cao, Yun Shin Chun, Timothy E Newhook, Ching-Wei D Tzeng, Sanjay Gupta, Jean-Nicolas Vauthey, Steven Y Huang

Purpose: To determine whether wash-in (WI) and wash-out (WO) rates of contrast involving the future liver remnant (FLR) based on 2-dimensional venograms following portal vein embolization (PVE) can predict liver hypertrophy.

Methods: This is a single-center, retrospective, observational, cohort study of consecutive patients who underwent PVE from August 2019 to March 2024 during which the post-PVE venogram was obtained for more than 15 s. Enhancement of the FLR on post-PVE venograms was plotted as a function of time. Piecewise linear fits were applied to the datasets to derive WI and WO rates. Rates were compared to degree of hypertrophy (DH) and kinetic growth rate (KGR).

Results: 16 patients who underwent PVE were included in the analysis (RPVE, n = 10; RPVE+4, n = 6). Median standardized FLR (sFLR) prior to PVE increased from 23% (median, range 15-49%) to 34% (median, range 24-54%), P = 0.0008. DH was 11.9% (median, range 2.0-19.9%) and KGR was 2.5% (median, range 0.5-4.7%). WI rates measured 0.0878 (median, range 0.0669-0.1760). WO rates measured 0.0315 (median, range 0.0039-0.0473). WO:WI ratios measured 0.2886 (median, range 0.0538-0.5760). Spearman's rank order correlations were calculated between WO:WI and DH (ρ = 0.6265) as well as WO:WI and KGR (ρ = 0.6529). Multivariate linear regression analysis of WO:WI with DH and KGR yielded P-values of 0.0470 and 0.0980, respectively.

Conclusions: WO:WI ratios of the FLR calculated from 2-dimensional venograms following PVE may correlate with DH, providing immediate post-PVE assessment of the regenerative capacity of the FLR.

目的:探讨基于门静脉栓塞(PVE)后二维静脉曲张造影的洗入(WI)和洗出(WO)率是否能预测肝肥厚。方法:这是一项单中心、回顾性、观察性、队列研究,研究对象为2019年8月至2024年3月连续接受PVE治疗的患者,在此期间,PVE后静脉造影超过15 s。pve后血管图上FLR的增强作为时间的函数绘制。分段线性拟合应用于数据集,以获得WI和WO率。将速率与肥厚度(DH)和动能生长率(KGR)进行比较。结果:16例接受PVE治疗的患者被纳入分析(RPVE, n = 10; RPVE+4, n = 6)。PVE前标准化FLR (sFLR)中位数从23%(中位数,范围15-49%)增加到34%(中位数,范围24-54%),P = 0.0008。DH为11.9%(中位数,范围2.0-19.9%),KGR为2.5%(中位数,范围0.5-4.7%)。WI率测量为0.0878(中位数,范围0.0669-0.1760)。WO率测量为0.0315(中位数,范围0.0039-0.0473)。WO:WI比值测量为0.2886(中位数,范围0.0538-0.5760)。计算WO:WI与DH (ρ = 0.6265)以及WO:WI与KGR (ρ = 0.6529)之间的Spearman秩序相关性。WO:WI与DH和KGR的多元线性回归分析的p值分别为0.0470和0.0980。结论:从PVE后二维血管图计算的FLR的WO:WI比值可能与DH相关,提供了PVE后FLR再生能力的即时评估。
{"title":"Two-dimensional venogram following portal venous embolization as a predictor for future liver remnant hypertrophy.","authors":"Aaron T Luong, Dominic Bolinas, Allan John R Barcena, Marites P Melancon, Edward Castillo, Gouthami Chintalapani, Bruno C Odisio, Hop S Tran Cao, Yun Shin Chun, Timothy E Newhook, Ching-Wei D Tzeng, Sanjay Gupta, Jean-Nicolas Vauthey, Steven Y Huang","doi":"10.1016/j.clinimag.2026.110737","DOIUrl":"https://doi.org/10.1016/j.clinimag.2026.110737","url":null,"abstract":"<p><strong>Purpose: </strong>To determine whether wash-in (WI) and wash-out (WO) rates of contrast involving the future liver remnant (FLR) based on 2-dimensional venograms following portal vein embolization (PVE) can predict liver hypertrophy.</p><p><strong>Methods: </strong>This is a single-center, retrospective, observational, cohort study of consecutive patients who underwent PVE from August 2019 to March 2024 during which the post-PVE venogram was obtained for more than 15 s. Enhancement of the FLR on post-PVE venograms was plotted as a function of time. Piecewise linear fits were applied to the datasets to derive WI and WO rates. Rates were compared to degree of hypertrophy (DH) and kinetic growth rate (KGR).</p><p><strong>Results: </strong>16 patients who underwent PVE were included in the analysis (RPVE, n = 10; RPVE+4, n = 6). Median standardized FLR (sFLR) prior to PVE increased from 23% (median, range 15-49%) to 34% (median, range 24-54%), P = 0.0008. DH was 11.9% (median, range 2.0-19.9%) and KGR was 2.5% (median, range 0.5-4.7%). WI rates measured 0.0878 (median, range 0.0669-0.1760). WO rates measured 0.0315 (median, range 0.0039-0.0473). WO:WI ratios measured 0.2886 (median, range 0.0538-0.5760). Spearman's rank order correlations were calculated between WO:WI and DH (ρ = 0.6265) as well as WO:WI and KGR (ρ = 0.6529). Multivariate linear regression analysis of WO:WI with DH and KGR yielded P-values of 0.0470 and 0.0980, respectively.</p><p><strong>Conclusions: </strong>WO:WI ratios of the FLR calculated from 2-dimensional venograms following PVE may correlate with DH, providing immediate post-PVE assessment of the regenerative capacity of the FLR.</p>","PeriodicalId":50680,"journal":{"name":"Clinical Imaging","volume":"131 ","pages":"110737"},"PeriodicalIF":1.5,"publicationDate":"2026-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146133596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Women at the fifth International Congress of Radiology: A historical account 第五届国际放射学大会上的妇女:历史记录
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-28 DOI: 10.1016/j.clinimag.2026.110738
Maria Camas , Geraldine McGinty
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引用次数: 0
Peritumoral edema on preoperative breast MRI is associated with reduced disease-free survival in young women with breast cancer 术前乳腺MRI显示的肿瘤周围水肿与年轻乳腺癌患者无病生存率降低有关
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-27 DOI: 10.1016/j.clinimag.2026.110735
Murat Tabar , Seyma Yildiz , Huseyin Toprak , Fatma Celik Yabul , Fazilhan Altintas , Abdusselim Adil Peker , Lamia Seker Can , Alpay Alkan

Purpose

Breast cancer in young women is frequently associated with more aggressive biological behavior. Certain MRI features may provide prognostic information in this population. This study aimed to assess the association between preoperative breast MRI characteristics, histopathological features, and disease-free survival (DFS) in young women with breast cancer.

Methods

In this single-center retrospective study, pathology reports from 2012 to 2023 were reviewed using the institutional archive system. Preoperative MRI scans of 149 women under the age of 40 with breast cancer were evaluated. Univariate and multivariate Cox proportional hazards regression analyses were performed to identify factors associated with DFS. Variables with a p-value <0.10 in the univariate analysis were included in the multivariate model. Kaplan–Meier survival curves were generated, and statistical significance was assessed using the log-rank test.

Results

The median follow-up duration was 63 months (range: 10–142 months), and the median DFS was 55 months (range: 5–139 months). Peritumoral edema (p < 0.001; HR = 3.654; 95% CI: 1.767–7.556) and axillary lymph node positivity (p < 0.001; HR = 5.552; 95% CI: 2.204–13.988) were associated with reduced DFS.

Conclusion

In young women with breast cancer, peritumoral edema on preoperative breast MRI is associated with reduced DFS.
目的年轻女性的乳腺癌通常与更具攻击性的生物学行为有关。某些MRI特征可为该人群提供预后信息。本研究旨在评估年轻乳腺癌女性术前乳房MRI特征、组织病理学特征和无病生存(DFS)之间的关系。方法在本单中心回顾性研究中,通过机构档案系统回顾2012 - 2023年的病理报告。对149名40岁以下乳腺癌患者的术前MRI扫描进行了评估。进行单因素和多因素Cox比例风险回归分析,以确定与DFS相关的因素。单变量分析中p值为<;0.10的变量被纳入多变量模型。生成Kaplan-Meier生存曲线,采用log-rank检验评估统计学显著性。结果中位随访时间为63个月(范围:10-142个月),中位生存期为55个月(范围:5-139个月)。肿瘤周围水肿(p < 0.001; HR = 3.654; 95% CI: 1.767-7.556)和腋窝淋巴结阳性(p < 0.001; HR = 5.552; 95% CI: 2.204-13.988)与DFS降低相关。结论年轻乳腺癌患者术前乳腺MRI显示肿瘤周围水肿与DFS降低有关。
{"title":"Peritumoral edema on preoperative breast MRI is associated with reduced disease-free survival in young women with breast cancer","authors":"Murat Tabar ,&nbsp;Seyma Yildiz ,&nbsp;Huseyin Toprak ,&nbsp;Fatma Celik Yabul ,&nbsp;Fazilhan Altintas ,&nbsp;Abdusselim Adil Peker ,&nbsp;Lamia Seker Can ,&nbsp;Alpay Alkan","doi":"10.1016/j.clinimag.2026.110735","DOIUrl":"10.1016/j.clinimag.2026.110735","url":null,"abstract":"<div><h3>Purpose</h3><div>Breast cancer in young women is frequently associated with more aggressive biological behavior. Certain MRI features may provide prognostic information in this population. This study aimed to assess the association between preoperative breast MRI characteristics, histopathological features, and disease-free survival (DFS) in young women with breast cancer.</div></div><div><h3>Methods</h3><div>In this single-center retrospective study, pathology reports from 2012 to 2023 were reviewed using the institutional archive system. Preoperative MRI scans of 149 women under the age of 40 with breast cancer were evaluated. Univariate and multivariate Cox proportional hazards regression analyses were performed to identify factors associated with DFS. Variables with a <em>p</em>-value &lt;0.10 in the univariate analysis were included in the multivariate model. Kaplan–Meier survival curves were generated, and statistical significance was assessed using the log-rank test.</div></div><div><h3>Results</h3><div>The median follow-up duration was 63 months (range: 10–142 months), and the median DFS was 55 months (range: 5–139 months). Peritumoral edema (<em>p</em> &lt; 0.001; HR = 3.654; 95% CI: 1.767–7.556) and axillary lymph node positivity (p &lt; 0.001; HR = 5.552; 95% CI: 2.204–13.988) were associated with reduced DFS.</div></div><div><h3>Conclusion</h3><div>In young women with breast cancer, peritumoral edema on preoperative breast MRI is associated with reduced DFS.</div></div>","PeriodicalId":50680,"journal":{"name":"Clinical Imaging","volume":"131 ","pages":"Article 110735"},"PeriodicalIF":1.5,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146078250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
I saw the floating lens sign 我看到了浮动镜头的标志
IF 1.5 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-27 DOI: 10.1016/j.clinimag.2026.110736
Kathleen M. Kilroe , Tushar Garg , Shahmir Kamalian
The floating lens sign describes the radiologic appearance of a completely dislocated crystalline (native) lens or intraocular lens (IOL) on computed tomography imaging. It is visualized as a biconvex, hyperdense structure lying freely within the posterior vitreous cavity in the case of a native lens, and as a linear, hyperdense structure in the case of an IOL. This finding reflects complete zonular and/or capsular disruption, most commonly due to blunt ocular trauma, but it may also occur in patients with connective tissue disorders or advanced hypermature cataracts. Recognizing this sign is important for timely diagnosis of lens dislocation, particularly when physical examination is limited by trauma or preexisting ocular pathology. Prompt ophthalmologic evaluation is essential to prevent complications such as lens-induced glaucoma, uveitis, retinal detachment, and permanent visual loss.
浮动晶状体征象描述了计算机断层成像上晶体(天然)晶状体或人工晶状体(IOL)完全脱位的放射学表现。在自然晶状体的情况下,它被看作是一个双凸的、高密度的结构,自由地躺在玻璃体后腔内,而在人工晶体的情况下,它被看作是一个线性的、高密度的结构。这一发现反映了完全的带状和/或包膜破裂,最常见的原因是钝性眼外伤,但也可能发生在结缔组织疾病或晚期高成熟白内障患者中。识别这一征象对于及时诊断晶状体脱位非常重要,特别是当体检受到外伤或既往眼部病理的限制时。及时的眼科检查对于预防诸如晶状体性青光眼、葡萄膜炎、视网膜脱离和永久性视力丧失等并发症至关重要。
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引用次数: 0
期刊
Clinical Imaging
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