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Dark-Blood Computed Tomography Angiography Combined With Deep Learning Reconstruction for Cervical Artery Wall Imaging in Takayasu Arteritis. 暗血计算机断层扫描血管成像与深度学习重建相结合用于高安动脉炎的颈动脉壁成像
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-04-01 DOI: 10.3348/kjr.2023.1078
Tong Su, Zhe Zhang, Yu Chen, Yun Wang, Yumei Li, Min Xu, Jian Wang, Jing Li, Xinping Tian, Zhengyu Jin

Objective: To evaluate the image quality of novel dark-blood computed tomography angiography (CTA) imaging combined with deep learning reconstruction (DLR) compared to delayed-phase CTA images with hybrid iterative reconstruction (HIR), to visualize the cervical artery wall in patients with Takayasu arteritis (TAK).

Materials and methods: This prospective study continuously recruited 53 patients with TAK (mean age: 33.8 ± 10.2 years; 49 females) between January and July 2022 who underwent head-neck CTA scans. The arterial- and delayed-phase images were reconstructed using HIR and DLR. Subtracted images of the arterial-phase from the delayed-phase were then added to the original delayed-phase using a denoising filter to generate the final-dark-blood images. Qualitative image quality scores and quantitative parameters were obtained and compared among the three groups of images: Delayed-HIR, Dark-blood-HIR, and Dark-blood-DLR.

Results: Compared to Delayed-HIR, Dark-blood-HIR images demonstrated higher qualitative scores in terms of vascular wall visualization and diagnostic confidence index (all P < 0.001). These qualitative scores further improved after applying DLR (Dark-blood-DLR compared to Dark-blood-HIR, all P < 0.001). Dark-blood DLR also showed higher scores for overall image noise than Dark-blood-HIR (P < 0.001). In the quantitative analysis, the contrast-to-noise ratio (CNR) values between the vessel wall and lumen for the bilateral common carotid arteries and brachiocephalic trunk were significantly higher on Dark-blood-HIR images than on Delayed-HIR images (all P < 0.05). The CNR values were significantly higher for Dark-blood-DLR than for Dark-blood-HIR in all cervical arteries (all P < 0.001).

Conclusion: Compared with Delayed-HIR CTA, the dark-blood method combined with DLR improved CTA image quality and enhanced visualization of the cervical artery wall in patients with TAK.

目的评估结合深度学习重建(DLR)的新型暗血计算机断层扫描(CTA)成像与混合迭代重建(HIR)的延迟相CTA成像相比,在观察高安动脉炎(TAK)患者颈动脉壁时的图像质量:这项前瞻性研究在 2022 年 1 月至 7 月间连续招募了 53 名接受头颈部 CTA 扫描的 TAK 患者(平均年龄:33.8 ± 10.2 岁;49 名女性)。使用 HIR 和 DLR 重建动脉相和延迟相图像。然后使用去噪滤波器将从延迟相减去的动脉相图像添加到原始延迟相图像中,生成最终的暗血图像。获得定性图像质量评分和定量参数,并对三组图像进行比较:结果:与延迟-HIR 相比,暗血-HIR 图像在血管壁可视化和诊断信心指数方面的质量得分更高(均 P < 0.001)。应用 DLR 后,这些定性评分进一步提高(暗-血-DLR 与暗-血-HIR 相比,所有 P <0.001)。暗血 DLR 在整体图像噪声方面的得分也高于暗血-HIR(P < 0.001)。在定量分析中,双侧颈总动脉和肱动脉主干血管壁与管腔之间的对比噪声比(CNR)值在暗血-HIR 图像上明显高于延迟-HIR 图像(均 P < 0.05)。在所有颈动脉中,暗血-DLR 的 CNR 值明显高于暗血-HIR(所有 P <0.001):结论:与延迟-HIR CTA相比,暗血法结合DLR可改善TAK患者的CTA图像质量,增强颈动脉壁的可视性。
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引用次数: 0
Uncover This Tech Term: Uncertainty Quantification for Deep Learning. 揭秘这个技术术语:深度学习的不确定性量化
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-04-01 DOI: 10.3348/kjr.2024.0108
Shahriar Faghani, Cooper Gamble, Bradley J Erickson
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引用次数: 0
Interpretation of Complete Tumor Response on MRI Following Chemoradiotherapy of Rectal Cancer: Inter-Reader Agreement and Associated Factors in Multi-Center Clinical Practice. 直肠癌化疗后 MRI 对肿瘤完全反应的解读:多中心临床实践中读片者之间的一致性及相关因素
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-04-01 DOI: 10.3348/kjr.2023.1213
Hae Young Kim, Seung Hyun Cho, Jong Keon Jang, Bohyun Kim, Chul-Min Lee, Joon Seok Lim, Sung Kyoung Moon, Soon Nam Oh, Nieun Seo, Seong Ho Park

Objective: To measure inter-reader agreement and identify associated factors in interpreting complete response (CR) on magnetic resonance imaging (MRI) following chemoradiotherapy (CRT) for rectal cancer.

Materials and methods: This retrospective study involved 10 readers from seven hospitals with experience of 80-10210 cases, and 149 patients who underwent surgery after CRT for rectal cancer. Using MRI-based tumor regression grading (mrTRG) and methods employed in daily practice, the readers independently assessed mrTRG, CR on T2-weighted images (T2WI) denoted as mrCRT2W, and CR on all images including diffusion-weighted images (DWI) denoted as mrCRoverall. The readers described their interpretation patterns and how they utilized DWI. Inter-reader agreement was measured using multi-rater kappa, and associated factors were analyzed using multivariable regression. Correlation between sensitivity and specificity of each reader was analyzed using Spearman coefficient.

Results: The mrCRT2W and mrCRoverall rates varied widely among the readers, ranging 18.8%-40.3% and 18.1%-34.9%, respectively. Nine readers used DWI as a supplement sequence, which modified interpretations on T2WI in 2.7% of cases (36/1341 [149 patients × 9 readers]) and mostly (33/36) changed mrCRT2W to non-mrCRoverall. The kappa values for mrTRG, mrCRT2W, and mrCRoverall were 0.56 (95% confidence interval: 0.49, 0.62), 0.55 (0.52, 0.57), and 0.54 (0.51, 0.57), respectively. No use of rectal gel, larger initial tumor size, and higher initial cT stage exhibited significant association with a higher inter-reader agreement for assessing mrCRoverall (P ≤ 0.042). Strong negative correlations were observed between the sensitivity and specificity of individual readers (coefficient, -0.718 to -0.963; P ≤ 0.019).

Conclusion: Inter-reader agreement was moderate for assessing CR on post-CRT MRI. Readers' varying standards on MRI interpretation (i.e., threshold effect), along with the use of rectal gel, initial tumor size, and initial cT stage, were significant factors associated with inter-reader agreement.

摘要测量解读直肠癌化放疗(CRT)后磁共振成像(MRI)完全反应(CR)的读片者之间的一致性并确定相关因素:这项回顾性研究涉及来自 7 家医院的 10 位阅读者,他们拥有 80-10210 例病例的经验,以及 149 名直肠癌 CRT 后接受手术的患者。阅读者使用基于 MRI 的肿瘤回归分级(mrTRG)和日常实践中使用的方法,独立评估了 mrTRG、T2 加权图像(T2WI)上的 CR(表示为 mrCRT2W)和所有图像(包括弥散加权图像(DWI))上的 CR(表示为 mrCRoverall)。阅读者描述了他们的判读模式以及如何利用 DWI。读片者之间的一致性采用多评分者卡帕(multi-rater kappa)进行测量,相关因素采用多变量回归进行分析。使用斯皮尔曼系数分析了每位读者的敏感性和特异性之间的相关性:不同读者的 mrCRT2W 和 mrCRoverall 率差异很大,分别为 18.8%-40.3% 和 18.1%-34.9% 。九位读者使用 DWI 作为补充序列,这改变了 2.7% 的病例(36/1341 [149 名患者 × 9 位读者])对 T2WI 的解释,大部分病例(33/36)将 mrCRT2W 改为非 mrCRoverall。mrTRG、mrCRT2W 和 mrCRoverall 的 kappa 值分别为 0.56(95% 置信区间:0.49,0.62)、0.55(0.52,0.57)和 0.54(0.51,0.57)。未使用直肠凝胶、初始肿瘤尺寸较大和初始 cT 分期较高与评估 mrCRoverall 的读片者间一致性较高有显著相关性(P ≤ 0.042)。各个读者的灵敏度和特异性之间呈强负相关(系数,-0.718 至 -0.963;P ≤ 0.019):结论:在评估CRT后磁共振成像的CR时,读者之间的一致性为中等。读者对 MRI 解读的不同标准(即阈值效应)以及直肠凝胶的使用、初始肿瘤大小和初始 cT 分期是影响读者间一致性的重要因素。
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引用次数: 0
Clinical and Imaging Characteristics of SARS-CoV-2 Breakthrough Infection in Hospitalized Immunocompromised Patients. 住院免疫力低下患者 SARS-CoV-2 突破性感染的临床和影像学特征。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-20 DOI: 10.3348/kjr.2023.0992
Jong Eun Lee, Jinwoo Kim, Minhee Hwang, Yun-Hyeon Kim, Myung Jin Chung, Won Gi Jeong, Yeon Joo Jeong
To evaluate the clinical and imaging characteristics of SARS-CoV-2 breakthrough infection in hospitalized immunocompromised patients in comparison with immunocompetent patients.
评估住院的免疫功能低下患者与免疫功能正常患者相比,SARS-CoV-2 突破性感染的临床和影像学特征。
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引用次数: 0
Survey on Value Elements Provided by Artificial Intelligence and Their Eligibility for Insurance Coverage With an Emphasis on Patient-Centered Outcomes. 关于人工智能提供的价值要素及其保险承保资格的调查,重点是以患者为中心的结果。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-20 DOI: 10.3348/kjr.2023.1281
Hoyol Jhang, So Jin Park, Ah-Ram Sul, Hye Young Jang, Seong Ho Park
This study aims to explore the opinions on the insurance coverage of artificial intelligence (AI), as categorized based on the distinct value elements offered by AI, with a specific focus on patient-centered outcomes (PCOs). PCOs are distinguished from traditional clinical outcomes and focus on patient-reported experiences and values such as quality of life, functionality, well-being, physical or emotional status, and convenience.
本研究旨在探讨人们对人工智能(AI)保险范围的看法,根据人工智能提供的不同价值要素进行分类,并特别关注以患者为中心的结果(PCOs)。以患者为中心的结果有别于传统的临床结果,侧重于患者报告的体验和价值,如生活质量、功能、幸福感、身体或情绪状态以及便利性。
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引用次数: 0
Performing a Research Study Using Open-Source Deep Learning Models. 利用开源深度学习模型开展研究。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-01 Epub Date: 2024-01-10 DOI: 10.3348/kjr.2023.0869
Hyungjin Kim
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引用次数: 0
Cerebellar, Hippocampal, and Basal Nuclei Transient Edema With Restricted Diffusion (CHANTER) Syndrome: Radiologic Features and Findings. 小脑、海马和基底核短暂水肿伴弥散受限(CHANTER)综合征:放射学特征和发现。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-01 DOI: 10.3348/kjr.2023.1142
Renu Pandit, Omar Hamki, Siddhartha Gaddamanugu
{"title":"Cerebellar, Hippocampal, and Basal Nuclei Transient Edema With Restricted Diffusion (CHANTER) Syndrome: Radiologic Features and Findings.","authors":"Renu Pandit, Omar Hamki, Siddhartha Gaddamanugu","doi":"10.3348/kjr.2023.1142","DOIUrl":"10.3348/kjr.2023.1142","url":null,"abstract":"","PeriodicalId":17881,"journal":{"name":"Korean Journal of Radiology","volume":null,"pages":null},"PeriodicalIF":4.8,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10912496/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139983227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Announcement of New Breast Section Editor. 宣布新任乳腺科编辑。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-01 DOI: 10.3348/kjr.2024.0077
Seong Ho Park
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引用次数: 0
Response to: Letter to the Editor Regarding "Validation of CT-Based Risk Stratification System for Lymph Node Metastasis in Patients With Thyroid Cancer". 回复致编辑的信,内容涉及 "基于 CT 的甲状腺癌患者淋巴结转移风险分层系统的验证"。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-01 DOI: 10.3348/kjr.2023.1159
Yun Hwa Roh, Sae Rom Chung
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引用次数: 0
Safety of Administering Intravenous CT Contrast Agents Repeatedly or Using Both CT and MRI Contrast Agents on the Same Day: An Animal Study. 重复静脉注射 CT 造影剂或在同一天同时使用 CT 和 MRI 造影剂的安全性:一项动物研究。
IF 4.8 2区 医学 Q1 Medicine Pub Date : 2024-03-01 DOI: 10.3348/kjr.2023.0712
Heejin Bae, Hyewon Oh, Ga Bin Park, Yong Eun Chung

Objective: To investigate molecular and functional consequences of additional exposures to iodine- or gadolinium-based contrast agents within 24 hours from the initial intravenous administration of iodine-based contrast agents through an animal study.

Materials and methods: Fifty-six Sprague-Dawley male rats were equally divided into eight groups: negative control, positive control (PC) with single-dose administration of CT contrast agent, and additional administration of either CT or MR contrast agents 2, 4, or 24 hours from initial CT contrast agent injection. A 12 µL/g of iodinated contrast agent or a 0.47 µL/g of gadolinium-based contrast agent were injected into the tail vein. Serum levels of blood urea nitrogen, creatinine, cystatin C (Cys C), and malondialdehyde (MDA) were measured. mRNA and protein levels of kidney injury molecule-1 (KIM-1) and neutrophil gelatinase-associated lipocalin (NGAL) were evaluated.

Results: Levels of serum creatinine (SCr) were significantly higher in repeated CT contrast agent injection groups than in PC (0.21 ± 0.02 mg/dL for PC; 0.40 ± 0.02, 0.34 ± 0.03, and 0.41 ± 0.10 mg/dL for 2-, 4-, and 24-hour interval groups, respectively; P < 0.001). There was no significant difference in the average Cys C and MDA levels between PC and repeated CT contrast agent injection groups (Cys C, P = 0.256-0.362; MDA, P > 0.99). Additional doses of MR contrast agent did not make significant changes compared to PC in SCr (P > 0.99), Cys C (P = 0.262), and MDA (P = 0.139-0.771) levels. mRNA and protein levels of KIM-1 and NGAL were not significantly different among additional CT or MR contrast agent groups (P > 0.05).

Conclusion: A sufficient time interval, probably more than 24 hours, between repeated contrast-enhanced CT examinations may be necessary to avoid deterioration in renal function. However, conducting contrast-enhanced MRI on the same day as contrast-enhanced CT may not induce clinically significant kidney injury.

目的通过动物实验研究在首次静脉注射碘基造影剂后 24 小时内再次接触碘基或钆基造影剂的分子和功能后果:将 56 只 Sprague-Dawley 雄性大鼠平均分为 8 组:阴性对照组、单剂量注射 CT 造影剂的阳性对照组(PC)以及在首次注射 CT 造影剂后 2、4 或 24 小时内额外注射 CT 或 MR 造影剂的对照组。将 12 µL/g 的碘化造影剂或 0.47 µL/g 的钆基造影剂注入尾静脉。对血清尿素氮、肌酐、胱抑素 C (Cys C) 和丙二醛 (MDA) 的水平进行了测定,并评估了肾损伤分子-1 (KIM-1) 和中性粒细胞明胶酶相关脂联素 (NGAL) 的 mRNA 和蛋白质水平:结果:重复 CT 造影剂注射组的血清肌酐 (SCr) 水平明显高于 PC 组(PC 组为 0.21 ± 0.02 mg/dL;2、4 和 24 小时间隔组分别为 0.40 ± 0.02、0.34 ± 0.03 和 0.41 ± 0.10 mg/dL;P <0.001)。PC 组和重复注射 CT 造影剂组的 Cys C 和 MDA 平均水平无明显差异(Cys C,P = 0.256-0.362;MDA,P > 0.99)。额外剂量的 MR 造影剂与 PC 相比,在 SCr(P > 0.99)、Cys C(P = 0.262)和 MDA(P = 0.139-0.771)水平上没有显著变化。KIM-1 和 NGAL 的 mRNA 和蛋白水平在额外 CT 或 MR 造影剂组之间没有显著差异(P > 0.05):结论:为避免肾功能恶化,重复造影剂增强 CT 检查之间可能需要足够长的时间间隔(可能超过 24 小时)。然而,在造影剂增强 CT 检查的同一天进行造影剂增强 MRI 检查可能不会引起临床上明显的肾损伤。
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引用次数: 0
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Korean Journal of Radiology
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