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Efficacy and safety of HAIC-FOLFOX plus tyrosine kinase inhibitors and immune checkpoint inhibitors as first-line treatment for unresectable advanced hepatocellular carcinoma: A systematic review and meta-analysis. HAIC-FOLFOX 加酪氨酸激酶抑制剂和免疫检查点抑制剂作为不可切除的晚期肝细胞癌一线治疗的有效性和安全性:系统综述和荟萃分析。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-08 DOI: 10.1016/j.acra.2024.09.061
Peng Jiang, Chao Chen, Jing Tian, Fan Yang, Zhen-Yu Jiang, An-Xiang Hu, Bin Liu
<p><strong>Background: </strong>Advanced hepatocellular carcinoma (HCC) has been treated with targeted therapy, immunotherapy, or a combination of both, however, the overall clinical efficacy is still unsatisfactory. Hepatic arterial infusion chemotherapy (HAIC), as a localized treatment modality, has demonstrated favorable therapeutic efficacy in patients with advanced HCC accompanied by portal vein tumor thrombus and extensive intrahepatic metastasis. In recent years, the combination of HAIC with immune and targeted therapy has gradually gained acceptance in East Asian countries. However, further investigation is necessary to assess the efficacy and safety of this triple therapy.</p><p><strong>Method: </strong>PubMed, Embase, the Cochrane Library, and Web of Science databases were systematically searched for studies conducted within the past 5 years on HAIC combined with immunotherapy and targeted therapy as first-line treatment for advanced HCC. According to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, we conducted this meta-analysis. Additionally, the quality of included studies was assessed using the Joanna Briggs Institute (JBI) scale. Outcomes such as overall response rate (ORR), disease control rate (DCR), progression-free survival (PFS), overall survival (OS), and adverse events (AEs)were extracted and pooled from eligible studies.</p><p><strong>Result: </strong>Twelve studies involving 1072 patients were enrolled in this meta-analysis. In terms of tumor response, the pooled ORR and DCR were 65.7% (95% CI, 58.7%-72.7%) (I<sup>2</sup> = 83%, P = 0.000) and 89.2% (95% CI, 83.9%-93.6%) (I<sup>2</sup> = 83%, P = 0.000), respectively. When analyzing PFS, the upper limit of 95% confidence interval of PFS in one study was not reached, which could potentially impact the statistical analysis. Therefore, we analyzed the remaining 11 studies a total of 1019 patients to pool mPFS, ultimately the pooled mPFS was 9.77months (95% CI, 7.73-11.80) (I<sup>2</sup> = 93.9%, P = 0.000). Follow-up time in some studies was insufficient, only eight studies reported OS, we systematically analyzed these eight studies and extracted the pooled mOS was 16.65 months (95% CI, 14.17-19.14) (I<sup>2</sup> = 76.9%, P = 0.000). In terms of safety, the incidence rates of any grade AEs, ranked from high to low, were as follows: aminotransferase increased (61.3%), nausea and vomiting (40.5%), hypertension (37.8%), thrombocytopenia (37.4%), hyperbilirubinemia (36.7%), abdominal pain (35.6%), leukopenia (34.6%), hypothyroidism (19.0%), rash (14.4%). Grade 3-4 AEs ranked from high to low were as follows: aminotransferase increased (10.8%), thrombocytopenia (7.9%), hypertension (7.4%), leukopenia (5.0%). No treatment-related deaths occurred, patients receiving this triple therapy demonstrated favorable tolerability.</p><p><strong>Conclusion: </strong>The combination of hepatic arterial infusion chemotherapy with tyrosine kinase inhi
背景:晚期肝细胞癌(HCC)一直采用靶向治疗、免疫治疗或两者联合治疗,但总体临床疗效仍不理想。肝动脉灌注化疗(HAIC)作为一种局部治疗方式,对伴有门静脉瘤栓和广泛肝内转移的晚期 HCC 患者具有良好的疗效。近年来,HAIC 与免疫疗法和靶向疗法的结合在东亚国家逐渐被接受。然而,评估这种三联疗法的疗效和安全性还需要进一步的研究:方法:在PubMed、Embase、Cochrane Library和Web of Science数据库中系统检索过去5年内进行的关于HAIC联合免疫疗法和靶向疗法作为晚期HCC一线治疗的研究。根据《系统综述和荟萃分析首选报告项目》(Preferred Reporting Items for Systematic Reviews and Meta-Analyses,PRISMA)指南,我们进行了这项荟萃分析。此外,我们还使用乔安娜-布里格斯研究所(Joanna Briggs Institute,JBI)量表对纳入研究的质量进行了评估。从符合条件的研究中提取并汇总了总反应率(ORR)、疾病控制率(DCR)、无进展生存期(PFS)、总生存期(OS)和不良事件(AEs)等结果:结果:本次荟萃分析共纳入了12项研究,涉及1072名患者。在肿瘤反应方面,汇总的 ORR 和 DCR 分别为 65.7% (95% CI, 58.7%-72.7%) (I2 = 83%, P = 0.000) 和 89.2% (95% CI, 83.9%-93.6%) (I2 = 83%, P = 0.000)。在分析 PFS 时,有一项研究的 PFS 未达到 95% 置信区间的上限,这可能会影响统计分析。因此,我们对其余11项研究共1019例患者的mPFS进行了汇总分析,最终汇总的mPFS为9.77个月(95% CI,7.73-11.80)(I2 = 93.9%,P = 0.000)。部分研究的随访时间不足,仅有8项研究报告了OS,我们对这8项研究进行了系统分析,提取的汇总mOS为16.65个月(95% CI,14.17-19.14)(I2=76.9%,P=0.000)。在安全性方面,任何级别AEs的发生率从高到低排列如下:转氨酶升高(61.3%)、恶心呕吐(40.5%)、高血压(37.8%)、血小板减少(37.4%)、高胆红素血症(36.7%)、腹痛(35.6%)、白细胞减少(34.6%)、甲状腺功能减退(19.0%)、皮疹(14.4%)。3-4 级 AE 由高到低排列如下:转氨酶升高(10.8%)、血小板减少(7.9%)、高血压(7.4%)、白细胞减少(5.0%)。没有发生与治疗相关的死亡病例,接受这种三联疗法的患者表现出良好的耐受性:结论:肝动脉灌注化疗联合酪氨酸激酶抑制剂和免疫检查点抑制剂作为不可切除的晚期HCC的一线疗法具有良好的疗效和安全性。
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引用次数: 0
Enhancing AI Education for Radiology Residents: A Call for Practical Integration and Tailored Content 加强放射科住院医生的人工智能教育:呼吁实际整合和定制内容。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-08 DOI: 10.1016/j.acra.2024.09.060
Mohamed M. Abuzaid (P.hD) (Assistant Professor)
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引用次数: 0
Optimal timing for TIPS and PSE combination treatment in patients with cirrhosis-related variceal bleeding and hypersplenism. 肝硬化相关静脉曲张出血和脾功能亢进患者接受 TIPS 和 PSE 联合治疗的最佳时机。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-08 DOI: 10.1016/j.acra.2024.09.003
Jiacheng Liu, Wei Yao, Yaowei Bai, Pengfei Chen, Jiankang Qin, Songlin Song, Xiaoming Liu, Yanqiao Ren, Feng Yuan, Chuansheng Zheng, Bin Liang

Rationale and objectives: A consensus has not yet been reached regarding the optimal timing for the combination of transjugular intrahepatic portosystemic shunt (TIPS) and partial splenic embolization (PSE) in patients with cirrhosis-related variceal bleeding and hypersplenism. This study aimed to compare the clinical outcomes of patients who underwent either an early or late combination of TIPS and PSE.

Methods: A total of 84 consecutive patients with cirrhosis-related variceal bleeding and hypersplenism who underwent TIPS and PSE between September 2016 and April 2023 were included in this retrospective multicenter study. These patients were subsequently divided into early combination (n = 36) and late combination (n = 48) groups based on the timing of the combination therapy.

Results: Kaplan-Meier curves revealed a significant increase in cumulative survival in the late combination group, compared with that in the early combination group (log-rank P = 0.018). Additionally, the late combination group exhibited a lower cumulative incidence of overt hepatic encephalopathy (OHE), compared with the early combination group (log-rank P = 0.002). In Cox regression models, noninfarcted splenic volume (hazard ratio [HR] = 0.995, 95% confidence interval [CI] = 0.991-0.999, P = 0.044) and grouping (HR = 0.101, 95% CI = 0.011-0.921, P = 0.034) were identified as independent risk factors for mortality. Furthermore, the independent risk factors for OHE were serum albumin (ALB) level (P = 0.032) and grouping (P = 0.028).

Conclusion: The early combination of TIPS and PSE was associated with higher risks of death and OHE than the late combination.

理由和目标:关于肝硬化相关静脉曲张出血和脾功能亢进患者联合使用经颈静脉肝内门体分流术(TIPS)和部分脾栓塞术(PSE)的最佳时机,目前尚未达成共识。本研究旨在比较早期或晚期接受 TIPS 和 PSE 联合治疗的患者的临床疗效:这项回顾性多中心研究共纳入了2016年9月至2023年4月期间接受TIPS和PSE治疗的84例连续性肝硬化相关静脉曲张出血和脾功能亢进患者。随后,根据联合治疗的时间将这些患者分为早期联合组(36 人)和晚期联合组(48 人):Kaplan-Meier曲线显示,与早期联合治疗组相比,晚期联合治疗组的累积生存期显著延长(log-rank P = 0.018)。此外,与早期联合治疗组相比,晚期联合治疗组的显性肝性脑病(OHE)累积发生率较低(log-rank P = 0.002)。在 Cox 回归模型中,非梗死脾脏体积(危险比 [HR] = 0.995,95% 置信区间 [CI] = 0.991-0.999,P = 0.044)和分组(HR = 0.101,95% CI = 0.011-0.921,P = 0.034)被确定为死亡率的独立危险因素。此外,血清白蛋白(ALB)水平(P = 0.032)和分组(P = 0.028)也是OHE的独立危险因素:结论:TIPS和PSE的早期组合比晚期组合具有更高的死亡和OHE风险。
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引用次数: 0
Fully Automated and Explainable Measurement of Liver Surface Nodularity in CT: Utility for Staging Hepatic Fibrosis. CT 中肝脏表面结节性的全自动可解释测量:肝纤维化分期的实用性
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-07 DOI: 10.1016/j.acra.2024.09.050
Tejas Sudharshan Mathai, Meghan G Lubner, Perry J Pickhardt, Ronald M Summers

Rationale and objectives: In the United States, cirrhosis was the 12th leading cause of death in 2016. Despite end-stage cirrhosis being irreversible, earlier stages of hepatic fibrosis can be reversed via early diagnosis and intervention. The objective is to investigate the utility of a fully automated technique to measure liver surface nodularity (LSN) for staging hepatic fibrosis (stages F0-F4).

Materials and methods: In this retrospective study, a dataset consisting of patients with multiple etiologies of liver disease collected at Institution-A (METAVIR F0-F4, 2000-2016) was used. The LSN was automatically measured in contrast-enhanced CT volumes and compared against scores from a manual tool. Area under the receiver operating characteristics curve (AUC) was used to distinguish between clinically significant fibrosis (≥ F2), advanced fibrosis (≥F3), and end-stage cirrhosis (F4).

Results: The study sample had 480 patients (304 men, 176 women, mean age, 49±9). Automatically derived LSN scores progressively increased with the fibrosis stage: F0 (1.64 [mean]±1.13 [standard deviation]), F1 (2.16±2.39), F2 (2.17±2.55), F3 (2.23±2.52), and F4 (4.21±2.94). For discriminating significant fibrosis (≥F2), advanced fibrosis (≥F3), and cirrhosis (F4), the automated tool achieved ROC AUCs of 73.9%, 82.5%, and 87.8% respectively. The sensitivity and specificity for significant fibrosis (nodularity threshold 1.51) was 85.2% and 73.3%, advanced fibrosis (nodularity threshold 1.73) was 84.2% and 79.5%, and cirrhosis (nodularity threshold 2.18) was 86.5% and 79.5%. Statistical tests revealed that the automated LSN scores distinguished patients with advanced fibrosis (p<.001) and cirrhosis (p<.001).

Conclusion: The fully automated LSN measurement retained its predictive power for distinguishing between advanced fibrosis and cirrhosis. The clinical impact is that the fully automated LSN measurement may be useful for early interventions and population-based studies. It can automatically predict the fibrosis stage in ∼45 s in comparison to the ∼2 min needed to manually measure the LSN in a CT volume.

理由和目标:在美国,肝硬化是 2016 年第 12 大死亡原因。尽管终末期肝硬化是不可逆的,但肝纤维化的早期阶段可以通过早期诊断和干预来逆转。本研究旨在探讨全自动肝表面结节度(LSN)测量技术在肝纤维化分期(F0-F4期)中的实用性:在这项回顾性研究中,使用了由 A 机构收集的多种病因肝病患者数据集(METAVIR F0-F4,2000-2016 年)。在对比增强 CT 图像中自动测量 LSN,并与手动工具的评分进行比较。接受者操作特征曲线下面积(AUC)用于区分临床意义上的纤维化(≥F2)、晚期纤维化(≥F3)和终末期肝硬化(F4):研究样本有 480 名患者(男性 304 人,女性 176 人,平均年龄 49±9 岁)。自动得出的 LSN 分数随着纤维化阶段的增加而逐渐增加:F0(1.64[平均值]±1.13[标准差])、F1(2.16±2.39)、F2(2.17±2.55)、F3(2.23±2.52)和F4(4.21±2.94)。在鉴别明显纤维化(≥F2)、晚期纤维化(≥F3)和肝硬化(F4)时,自动工具的 ROC AUC 分别为 73.9%、82.5% 和 87.8%。显著纤维化(结节阈值 1.51)的敏感性和特异性分别为 85.2% 和 73.3%,晚期纤维化(结节阈值 1.73)的敏感性和特异性分别为 84.2% 和 79.5%,肝硬化(结节阈值 2.18)的敏感性和特异性分别为 86.5% 和 79.5%。统计测试表明,自动 LSN 评分可以区分晚期纤维化患者(p 结论:全自动 LSN 测量方法保留了其在肝硬化患者中的应用价值:全自动 LSN 测量在区分晚期纤维化和肝硬化方面仍具有预测能力。其临床意义在于,全自动 LSN 测量可用于早期干预和人群研究。与手动测量 CT 容量中的 LSN 所需的 2 分钟相比,它能在 45 秒内自动预测纤维化阶段。
{"title":"Fully Automated and Explainable Measurement of Liver Surface Nodularity in CT: Utility for Staging Hepatic Fibrosis.","authors":"Tejas Sudharshan Mathai, Meghan G Lubner, Perry J Pickhardt, Ronald M Summers","doi":"10.1016/j.acra.2024.09.050","DOIUrl":"https://doi.org/10.1016/j.acra.2024.09.050","url":null,"abstract":"<p><strong>Rationale and objectives: </strong>In the United States, cirrhosis was the 12th leading cause of death in 2016. Despite end-stage cirrhosis being irreversible, earlier stages of hepatic fibrosis can be reversed via early diagnosis and intervention. The objective is to investigate the utility of a fully automated technique to measure liver surface nodularity (LSN) for staging hepatic fibrosis (stages F0-F4).</p><p><strong>Materials and methods: </strong>In this retrospective study, a dataset consisting of patients with multiple etiologies of liver disease collected at Institution-A (METAVIR F0-F4, 2000-2016) was used. The LSN was automatically measured in contrast-enhanced CT volumes and compared against scores from a manual tool. Area under the receiver operating characteristics curve (AUC) was used to distinguish between clinically significant fibrosis (≥ F2), advanced fibrosis (≥F3), and end-stage cirrhosis (F4).</p><p><strong>Results: </strong>The study sample had 480 patients (304 men, 176 women, mean age, 49±9). Automatically derived LSN scores progressively increased with the fibrosis stage: F0 (1.64 [mean]±1.13 [standard deviation]), F1 (2.16±2.39), F2 (2.17±2.55), F3 (2.23±2.52), and F4 (4.21±2.94). For discriminating significant fibrosis (≥F2), advanced fibrosis (≥F3), and cirrhosis (F4), the automated tool achieved ROC AUCs of 73.9%, 82.5%, and 87.8% respectively. The sensitivity and specificity for significant fibrosis (nodularity threshold 1.51) was 85.2% and 73.3%, advanced fibrosis (nodularity threshold 1.73) was 84.2% and 79.5%, and cirrhosis (nodularity threshold 2.18) was 86.5% and 79.5%. Statistical tests revealed that the automated LSN scores distinguished patients with advanced fibrosis (p<.001) and cirrhosis (p<.001).</p><p><strong>Conclusion: </strong>The fully automated LSN measurement retained its predictive power for distinguishing between advanced fibrosis and cirrhosis. The clinical impact is that the fully automated LSN measurement may be useful for early interventions and population-based studies. It can automatically predict the fibrosis stage in ∼45 s in comparison to the ∼2 min needed to manually measure the LSN in a CT volume.</p>","PeriodicalId":50928,"journal":{"name":"Academic Radiology","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142395010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Comparative analysis of amide proton transfer and diffusion-weighted imaging for assessing Ki-67, p53 and PD-L1 expression in bladder cancer. 评估膀胱癌 Ki-67、p53 和 PD-L1 表达的酰胺质子转移和扩散加权成像比较分析。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-05 DOI: 10.1016/j.acra.2024.09.043
Jing-Lu Li, Yun Xu, Yong-Sheng Xiang, Peng Wu, Ai-Jun Shen, Pei-Jun Wang, Fang Wang

Rationale and objectives: To evaluate amide proton transfer (APT) imaging for assessing Ki-67, p53 and PD-L1 status in bladder cancer (BC) and compare its diagnostic efficacy with that of diffusion-weighted imaging (DWI).

Materials and methods: Consecutive patients suspected of BC were recruited for preoperative multiparametric MRI. APT signal was quantified by asymmetric magnetization transfer ratio (MTRasym). MTRasym and apparent diffusion coefficient (ADC) were measured by two radiologists, with interobserver agreement assessed. Spearman's correlation analyzed MTRasym values and molecular markers. The Whitney U test evaluated MTRasym and ADC variation based on molecular marker status. Optimal cutoff points were determined using area under the curve (AUC) analysis.

Results: 88 patients (72 ± 10 years; 77 men) with BC were studied. MTRasym values were significantly correlated with Ki-67, p53 and PD-L1 levels (P < 0.05). Higher MTRasym values were found in high Ki-67 expression BCs (1.89% [0.73%] vs. 1.23% ± 0.26%; P < 0.001), high p53 expression BCs (1.63% [0.56%] vs. 1.24% [0.56%]; P < 0.001) and positive PD-L1 expression BCs (2.02% [0.81%] vs. 1.48% [0.38%]; P < 0.001). Lower ADCs were found in high Ki-67 expression BCs (1.06 ×10-3 mm2/s [0.32 ×10-3 mm2/s] vs. 1.38 ×10-3 mm2/s [0.39 ×10-3 mm2/s]; P < 0.001). For p53 status, an MTRasym threshold of 1.27% had 95% sensitivity, 60% specificity, and AUC of 0.781. For PD-L1 status, a 1.90% threshold had 88% sensitivity, 92% specificity, and AUC of 0.859.

Conclusion: APT may significantly enhance the preoperative assessment of BC aggressiveness and inform targeted immunotherapy decisions, with performance superior to DWI.

原理与目的评估用于评估膀胱癌(BC)Ki-67、p53和PD-L1状态的酰胺质子转移(APT)成像,并比较其与弥散加权成像(DWI)的诊断效果:招募疑似膀胱癌患者进行术前多参数 MRI 检查。通过非对称磁化传递比(MTRasym)对 APT 信号进行量化。MTRasym和表观扩散系数(ADC)由两名放射科医生测量,并评估观察者之间的一致性。斯皮尔曼相关性分析了 MTRasym 值和分子标记物。Whitney U 检验根据分子标记物状态评估了 MTRasym 和 ADC 的变化。使用曲线下面积(AUC)分析确定最佳截断点:研究了 88 名 BC 患者(72 ± 10 岁;77 名男性)。MTRasym值与Ki-67、p53和PD-L1水平明显相关(P asym值出现在Ki-67高表达的BC中(1.89% [0.73%] vs. 1.23% ± 0.26%;P -3 mm2/s [0.32 ×10-3 mm2/s] vs. 1.38 ×10-3 mm2/s [0.39 ×10-3 mm2/s];P asym阈值为1.27%,灵敏度为95%,特异性为60%,AUC为0.781。对于 PD-L1 状态,1.90% 临界值的敏感性为 88%,特异性为 92%,AUC 为 0.859:APT可显著增强对BC侵袭性的术前评估,并为靶向免疫疗法决策提供依据,其性能优于DWI。
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引用次数: 0
Enhancing Preoperative Diagnosis of Subscapular Muscle Injuries with Shoulder MRI-based Multimodal Radiomics. 利用基于肩部磁共振成像的多模态放射组学加强肩胛下肌肉损伤的术前诊断
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-05 DOI: 10.1016/j.acra.2024.09.049
Zexing He, Kaibin Fang, Xiaocong Lin, ChengHao Xiang, Yuanzhe Li, Nianlai Huang, XuJun Hu, Zekai Chen, Zhangsheng Dai
<p><strong>Rationale and objectives: </strong>Rotator cuff injury is a common ailment in the musculoskeletal system, with the subscapularis muscle being the largest and most robust muscle of the rotator cuff. The occurrence of subscapularis muscle tears is more frequent than previously reported. The main objective of this research is to harness the power of artificial intelligence to enhance the precision in diagnosing subscapularis muscle injuries via magnetic resonance imaging of the shoulder joint, prior to surgical intervention. This study seeks to integrate advanced artificial intelligence algorithms to analyze magnetic resonance imaging data, aiming to provide more accurate preoperative assessments, which can potentially lead to better surgical outcomes and patient care and promote technological progress in the field of medical imaging analysis.</p><p><strong>Method: </strong>This is a multicenter study that involves 324 patients from a major medical center serving as both the training and testing groups, with an additional 60 patients from two other medical centers comprising the verifying group. The imaging protocol for all these subjects included a series of shoulder magnetic resonance imaging scans: T1-weighted coronal sequences, T2-weighted coronal, axial, and sagittal images. These comprehensive imaging modalities were utilized to thoroughly examine the shoulder joint's anatomical details and to detect any signs of subscapularis muscle damage. To enhance the diagnostic accuracy before surgical procedures, radiomic analysis was employed. This technique involves the extraction of a multitude of quantitative features from the magnetic resonance imaging, which can provide a more nuanced and data-driven approach to identifying subscapularis muscle injuries. The integration of radiomics in this study aims to offer a more precise preoperative assessment, potentially leading to improved surgical planning and patient outcomes.</p><p><strong>Result: </strong>In the course of this study, a comprehensive extraction of 1197 radiomic features was performed for each imaging modality of every patient. The coronal T1-weighted modality, when assessed within the internal verifying cohort, delivered a diagnostic accuracy of 0.766, coupled with an AUC of 0.803. In the case of the T2-weighted modality, the coronal planes exhibited a diagnostic accuracy of 0.781 and an AUC of 0.844. The axial T2-weighted images recorded an accuracy of 0.719 and an AUC of 0.761, while the sagittal T2-weighted images scored an accuracy of 0.766 and an AUC of 0.821. The amalgamation of these imaging techniques through a multimodal strategy markedly enhanced the accuracy to 0.828, with an AUC of 0.916 for the internal verifying group. The diagnostic performance of the coronal T1-weighted modality in the external verifying cohort yielded an accuracy of 0.833, with an area under the curve (AUC) of 0.819. For the T2-weighted modality, the coronal imaging demonstrated an accuracy o
理由和目标:肩袖损伤是肌肉骨骼系统中常见的一种疾病,肩胛下肌是肩袖中最大、最强壮的肌肉。肩胛下肌撕裂的发生率高于以往的报道。这项研究的主要目的是利用人工智能的力量,在手术干预前通过肩关节磁共振成像提高肩胛下肌损伤诊断的精确度。本研究试图整合先进的人工智能算法来分析磁共振成像数据,旨在提供更准确的术前评估,从而有可能带来更好的手术效果和患者护理,并促进医学影像分析领域的技术进步:这是一项多中心研究,由一家大型医疗中心的 324 名患者组成培训组和测试组,另外 60 名来自另外两家医疗中心的患者组成验证组。所有受试者的成像方案包括一系列肩部磁共振成像扫描:T1 加权冠状位序列、T2 加权冠状位、轴位和矢状位图像。利用这些全面的成像模式来彻底检查肩关节的解剖细节,并检测肩胛下肌损伤的任何迹象。为了提高手术前诊断的准确性,我们采用了放射线组学分析。这项技术包括从磁共振成像中提取大量定量特征,从而提供一种更加细致入微、以数据为导向的方法来识别肩胛下肌损伤。在这项研究中整合放射组学,旨在提供更精确的术前评估,从而改善手术规划和患者预后:结果:在这项研究过程中,针对每位患者的每种成像模式,全面提取了 1197 个放射线组学特征。在内部验证队列中评估冠状 T1 加权模式时,诊断准确率为 0.766,AUC 为 0.803。在 T2 加权模式中,冠状面的诊断准确率为 0.781,AUC 为 0.844。轴向 T2 加权图像的准确率为 0.719,AUC 为 0.761,而矢状 T2 加权图像的准确率为 0.766,AUC 为 0.821。通过多模态策略将这些成像技术相结合,内部验证组的准确率明显提高到 0.828,AUC 为 0.916。在外部验证组中,冠状 T1 加权模式的诊断准确率为 0.833,曲线下面积(AUC)为 0.819。对于 T2 加权模式,冠状成像的准确度为 0.767,AUC 为 0.794。轴向 T2 加权图像的准确度为 0.783,AUC 为 0.797,而矢状 T2 加权图像的准确度为 0.833,AUC 为 0.800。当结合各种模式时,多模式方法显著提高了准确率,达到 0.867,外部验证组的 AUC 为 0.803,显示出强大的诊断能力:我们的研究表明,将多模态放射成像技术应用于肩部磁共振成像可显著提高肩胛下肌损伤术前诊断的准确性。这种方法充分利用了各种磁共振成像模式提供的全面数据,可提供更详细、更准确的评估,这对手术规划和患者护理至关重要。
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引用次数: 0
Evaluating Micro-computed Tomography in Dental Implant Osseointegration: A Systematic Review and Meta-analysis. 评估牙科种植体骨结合中的微型计算机断层扫描:系统回顾与元分析》。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-04 DOI: 10.1016/j.acra.2024.09.011
Nader Nabil Fouad Rezallah, Alexander Maniangat Luke

Rationale and objectives: The success of dental implants is heavily dependent on the implant's efficient integration with the surrounding bone, a process known as osseointegration. This integration is influenced by a range of individual characteristics of each patient, as well as the accuracy of diagnostic imaging techniques. Micro-computed tomography (micro-CT) is capable of capturing detailed three-dimensional images with high resolution. It may offer superior capabilities for assessing the connections between bones and implants compared to older techniques such as cone-beam computed tomography (CBCT) and intraoral radiography. This systematic review will discuss the uses of micro-CT in dental implant osseointegration, compare it to other radiography methods, and discuss it's effect on patients, especially those with previous history of periodontal disease.

Materials and methods: This research performed an extensive search across multiple databases, choosing papers based on specific criteria for inclusion and exclusion. The study focus was on using micro-CT to evaluate bone osseointegration. Meta-analyses were conducted to measure the impact of micro-CT on bone loss and the success rates of implants, while comparing various surgical procedures and depths of implantation. This systematic review is registered in PROSPERO with the registration number CRD42023482747.

Results: The result of this study comprised 28 papers, incorporating a meta-analysis of 8. It emphasized the exceptional spatial resolution of micro-CT, which enables accurate assessments of bone volume and density, crucial factors for implant success. Micro-CT, when compared to CBCT and intraoral radiography, provides more comprehensive information, but it faces limitations due to its elevated expenses and radiation exposure. The analysis also indicated that micro-CT could be particularly advantageous in tailored therapy planning, particularly for patients with impaired conditions. Systemic factors like diabetes or periodontal disease can cause bone conditions.

Conclusion: Micro-CT is a highly advanced imaging technique that offers extensive information about dental implants, which is essential for evaluating osseointegration. Although micro-CT has several limitations, it has the capacity to improve clinical outcomes by providing more accurate diagnoses and tailored implant techniques. Subsequent investigations should focus on assessing its cost-effectiveness and establishing protocols to mitigate radiation exposure.

理由和目标:种植牙的成功在很大程度上取决于种植体与周围骨质的有效结合,这一过程被称为骨结合。这种结合受到每个患者的一系列个体特征以及诊断成像技术准确性的影响。微型计算机断层扫描(micro-CT)能够以高分辨率捕捉详细的三维图像。与锥形束计算机断层扫描(CBCT)和口内放射摄影等老式技术相比,它在评估骨骼和种植体之间的连接方面具有更强的能力。本系统综述将讨论显微 CT 在牙科种植体骨结合中的应用,将其与其他放射摄影方法进行比较,并讨论其对患者的影响,尤其是那些曾有牙周病史的患者:本研究在多个数据库中进行了广泛搜索,根据特定的纳入和排除标准选择论文。研究重点是使用显微 CT 评估骨骨结合情况。在比较各种手术方法和植入深度的同时,还进行了元分析,以衡量显微 CT 对骨丢失和植入成功率的影响。本系统综述已在 PROSPERO 注册,注册号为 CRD42023482747:研究结果包括 28 篇论文,其中 8 篇论文进行了荟萃分析。 研究强调了显微 CT 卓越的空间分辨率,它能准确评估骨量和骨密度,而这正是种植成功的关键因素。与 CBCT 和口腔内放射摄影相比,显微计算机断层扫描能提供更全面的信息,但由于其费用高昂和辐射暴露,它也面临着局限性。分析还表明,显微计算机断层扫描在制定有针对性的治疗计划方面具有特别的优势,尤其是对于病情受损的患者。糖尿病或牙周病等全身性因素会导致骨质状况不佳:微计算机断层扫描是一种非常先进的成像技术,可提供有关牙科种植体的广泛信息,这对于评估骨整合至关重要。虽然显微 CT 存在一些局限性,但它能提供更准确的诊断和量身定制的种植技术,从而改善临床效果。后续研究应重点评估其成本效益,并制定减少辐射暴露的方案。
{"title":"Evaluating Micro-computed Tomography in Dental Implant Osseointegration: A Systematic Review and Meta-analysis.","authors":"Nader Nabil Fouad Rezallah, Alexander Maniangat Luke","doi":"10.1016/j.acra.2024.09.011","DOIUrl":"10.1016/j.acra.2024.09.011","url":null,"abstract":"<p><strong>Rationale and objectives: </strong>The success of dental implants is heavily dependent on the implant's efficient integration with the surrounding bone, a process known as osseointegration. This integration is influenced by a range of individual characteristics of each patient, as well as the accuracy of diagnostic imaging techniques. Micro-computed tomography (micro-CT) is capable of capturing detailed three-dimensional images with high resolution. It may offer superior capabilities for assessing the connections between bones and implants compared to older techniques such as cone-beam computed tomography (CBCT) and intraoral radiography. This systematic review will discuss the uses of micro-CT in dental implant osseointegration, compare it to other radiography methods, and discuss it's effect on patients, especially those with previous history of periodontal disease.</p><p><strong>Materials and methods: </strong>This research performed an extensive search across multiple databases, choosing papers based on specific criteria for inclusion and exclusion. The study focus was on using micro-CT to evaluate bone osseointegration. Meta-analyses were conducted to measure the impact of micro-CT on bone loss and the success rates of implants, while comparing various surgical procedures and depths of implantation. This systematic review is registered in PROSPERO with the registration number CRD42023482747.</p><p><strong>Results: </strong>The result of this study comprised 28 papers, incorporating a meta-analysis of 8. It emphasized the exceptional spatial resolution of micro-CT, which enables accurate assessments of bone volume and density, crucial factors for implant success. Micro-CT, when compared to CBCT and intraoral radiography, provides more comprehensive information, but it faces limitations due to its elevated expenses and radiation exposure. The analysis also indicated that micro-CT could be particularly advantageous in tailored therapy planning, particularly for patients with impaired conditions. Systemic factors like diabetes or periodontal disease can cause bone conditions.</p><p><strong>Conclusion: </strong>Micro-CT is a highly advanced imaging technique that offers extensive information about dental implants, which is essential for evaluating osseointegration. Although micro-CT has several limitations, it has the capacity to improve clinical outcomes by providing more accurate diagnoses and tailored implant techniques. Subsequent investigations should focus on assessing its cost-effectiveness and establishing protocols to mitigate radiation exposure.</p>","PeriodicalId":50928,"journal":{"name":"Academic Radiology","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Intratumoral and peritumoral habitat imaging based on multiparametric MRI to predict cervical stromal invasion in early-stage endometrial carcinoma. 基于多参数磁共振成像的瘤内和瘤周生境成像预测早期子宫内膜癌的宫颈基质浸润。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-04 DOI: 10.1016/j.acra.2024.09.039
Xianhong Wang, Cheng Deng, Ruize Kong, Zhimei Gong, Hongying Dai, Yang Song, Yunzhu Wu, Guoli Bi, Conghui Ai, Qiu Bi

Rationale and objectives: To evaluate the validity of multiparametric MRI-based intratumoral and peritumoral habitat imaging for predicting cervical stromal invasion (CSI) in patients with early-stage endometrial carcinoma (EC) and to compare the performance of structural and functional habitats.

Materials and methods: The preoperative MRI and clinical data of 680 patients with early-stage EC from three centers were retrospectively analyzed. Based on cohort-level, gaussian mixture model (GMM) algorithm was used for habitat clustering of MRI images. Structural habitats were clustered using T2-weighted imaging (T2WI) and contrast-enhanced T1-weighted imaging (CE-T1WI), and functional habitats were clustered using apparent diffusion coefficient (ADC) mapping and CE-T1WI. Habitat parameters were extracted from four volumes of interest (VOIs): intratumoral regions (ROI), peritumoral loops of 3 mm dilation (L3), intratumoral regions + peritumoral loops of 3 mm dilation (R3), and peritumoral loops of 3 mm dilation + peritumoral loops of 3 mm erosion (DE3). Clinical-habitat models were constructed by combining clinical independent predictors and optimal habitat models. The model performance was evaluated by the area under the curve (AUC).

Results: Deep myometrial invasion (DMI) was an independent predictor. L3 models showed the best performance for both structural and functional habitats, and the L3 functional habitat model had the highest average AUC (0.807) in external test groups, and the average AUC increased to 0.815 when combing with the clinical independent predictor.

Conclusion: Multiparametric MRI-based intratumoral and peritumoral habitat imaging provides a noninvasive approach to predict CSI in EC patients. The combination of the clinical predictor with the L3 functional habitat model improved predictive performance.

原理和目的评估基于多参数磁共振成像的瘤内和瘤周生境成像预测早期子宫内膜癌(EC)患者宫颈间质浸润(CSI)的有效性,并比较结构性和功能性生境的表现:回顾性分析了来自三个中心的680例早期子宫内膜癌患者的术前磁共振成像和临床数据。基于队列水平,采用高斯混合模型(GMM)算法对 MRI 图像进行生境聚类。利用T2加权成像(T2WI)和对比增强T1加权成像(CE-T1WI)对结构性生境进行聚类,利用表观弥散系数(ADC)映射和CE-T1WI对功能性生境进行聚类。栖息地参数从四个感兴趣体(VOI)中提取:瘤内区域(ROI)、瘤周3毫米扩张环(L3)、瘤内区域+瘤周3毫米扩张环(R3)和瘤周3毫米扩张环+瘤周3毫米侵蚀环(DE3)。通过结合临床独立预测因子和最佳生境模型,构建了临床-生境模型。模型的性能通过曲线下面积(AUC)进行评估:结果:深部子宫肌层侵袭(DMI)是一个独立的预测因子。L3模型在结构和功能栖息地方面均表现最佳,L3功能栖息地模型在外部测试组中的平均AUC(0.807)最高,当与临床独立预测因子相结合时,平均AUC增至0.815:结论:基于多参数磁共振成像的瘤内和瘤周生境成像为预测EC患者的CSI提供了一种无创方法。临床预测因子与 L3 功能性生境模型的结合提高了预测性能。
{"title":"Intratumoral and peritumoral habitat imaging based on multiparametric MRI to predict cervical stromal invasion in early-stage endometrial carcinoma.","authors":"Xianhong Wang, Cheng Deng, Ruize Kong, Zhimei Gong, Hongying Dai, Yang Song, Yunzhu Wu, Guoli Bi, Conghui Ai, Qiu Bi","doi":"10.1016/j.acra.2024.09.039","DOIUrl":"https://doi.org/10.1016/j.acra.2024.09.039","url":null,"abstract":"<p><strong>Rationale and objectives: </strong>To evaluate the validity of multiparametric MRI-based intratumoral and peritumoral habitat imaging for predicting cervical stromal invasion (CSI) in patients with early-stage endometrial carcinoma (EC) and to compare the performance of structural and functional habitats.</p><p><strong>Materials and methods: </strong>The preoperative MRI and clinical data of 680 patients with early-stage EC from three centers were retrospectively analyzed. Based on cohort-level, gaussian mixture model (GMM) algorithm was used for habitat clustering of MRI images. Structural habitats were clustered using T2-weighted imaging (T2WI) and contrast-enhanced T1-weighted imaging (CE-T1WI), and functional habitats were clustered using apparent diffusion coefficient (ADC) mapping and CE-T1WI. Habitat parameters were extracted from four volumes of interest (VOIs): intratumoral regions (ROI), peritumoral loops of 3 mm dilation (L3), intratumoral regions + peritumoral loops of 3 mm dilation (R3), and peritumoral loops of 3 mm dilation + peritumoral loops of 3 mm erosion (DE3). Clinical-habitat models were constructed by combining clinical independent predictors and optimal habitat models. The model performance was evaluated by the area under the curve (AUC).</p><p><strong>Results: </strong>Deep myometrial invasion (DMI) was an independent predictor. L3 models showed the best performance for both structural and functional habitats, and the L3 functional habitat model had the highest average AUC (0.807) in external test groups, and the average AUC increased to 0.815 when combing with the clinical independent predictor.</p><p><strong>Conclusion: </strong>Multiparametric MRI-based intratumoral and peritumoral habitat imaging provides a noninvasive approach to predict CSI in EC patients. The combination of the clinical predictor with the L3 functional habitat model improved predictive performance.</p>","PeriodicalId":50928,"journal":{"name":"Academic Radiology","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Large Language Models in Health Systems: Governance, Challenges, and Solutions. 卫生系统中的大型语言模型:治理、挑战和解决方案。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-04 DOI: 10.1016/j.acra.2024.09.047
Satvik Tripathi, Kyle Mongeau, Dana Alkhulaifat, Ameena Elahi, Tessa S Cook
{"title":"Large Language Models in Health Systems: Governance, Challenges, and Solutions.","authors":"Satvik Tripathi, Kyle Mongeau, Dana Alkhulaifat, Ameena Elahi, Tessa S Cook","doi":"10.1016/j.acra.2024.09.047","DOIUrl":"https://doi.org/10.1016/j.acra.2024.09.047","url":null,"abstract":"","PeriodicalId":50928,"journal":{"name":"Academic Radiology","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378553","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
The association between FLAIR vascular hyperintensities and outcomes in patients with border zone infarcts treated with medical therapy may vary with the infarct subtype. 在接受药物治疗的边界区梗死患者中,FLAIR血管高密度与预后之间的关系可能因梗死亚型而异。
IF 3.8 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2024-10-03 DOI: 10.1016/j.acra.2024.09.019
Ying Chai, Xiao-Hu Xie, Dan Wang, Li-Ling Jiang, Peng Zeng, Dan Luo, Huan Zhang, Yu-Ling Peng, Chao Jiang, Ya-Yun Xiang, Bang Zeng, Yong-Mei Li

Rationale and objectives: Fluid-attenuated inversion recovery vessel hyperintensities (FVHs) reflect the haemodynamic state and may aid in predicting the prognosis of border zone (BZ) infarct patients. This study was to explore the relationship between FVHs and functional outcomes for different BZ infarct subtypes following medical therapy administration.

Materials and methods: Consecutive patients with ischemic stroke were retrospectively enrolled and classified into internal BZ (IBZ) infarct, cortical BZ (CBZ) infarct and mixed-type infarct patients. FVHs were quantified using the FVH-Alberta Stroke Program Early CT Score (ASPECTS) system, and the scores were used to divide the patients into low-FVH (0-3) and high-FVH (4-7) groups. The FVH location and the cerebrovascular stenotic degree were recorded. Logistic regression was performed to identify risk factors for poor outcomes (modified Rankin scale score ≥3).

Results: A total of 207 BZ infarct patients (IBZ, n = 130; CBZ, n = 52; mixed-type, n = 25) were included. The FVH score was positively correlated with cerebrovascular stenosis (r = 0.332, P < 0.001) in all patients. A high FVH score was associated with poor outcomes in all (OR 2.568, 95% CI (1.147 to 5.753), P = 0.022) and in CBZ infarct patients (OR 9.258, 95% CI 1.113 to 77.035), P = 0.040). FVH-diffusion-weighted imaging (DWI) mismatch was not significantly associated with outcomes in the entire patient group or in any subgroup.

Conclusions: A high FVH score is associated with poor long-term outcomes in patients with CBZ infarcts but not in those with IBZ or mixed-type infarcts.

原理和目的:液体减弱反转恢复血管高密度(FVHs)反映血流动力学状态,有助于预测边界区(BZ)梗死患者的预后。本研究旨在探讨药物治疗后不同 BZ 梗死亚型的 FVHs 与功能预后之间的关系:回顾性纳入缺血性脑卒中连续患者,并将其分为内部 BZ(IBZ)梗死、皮质 BZ(CBZ)梗死和混合型梗死患者。使用FVH-阿尔伯塔卒中计划早期CT评分(ASPECTS)系统对FVH进行量化,并根据评分将患者分为低FVH组(0-3)和高FVH组(4-7)。记录 FVH 位置和脑血管狭窄程度。进行逻辑回归以确定不良预后(改良Rankin量表评分≥3分)的风险因素:共纳入207例BZ脑梗死患者(IBZ,n = 130;CBZ,n = 52;混合型,n = 25)。FVH 评分与脑血管狭窄呈正相关(r = 0.332,P 结论:FVH 评分越高,脑血管狭窄越严重:FVH评分高与CBZ脑梗死患者的长期预后差有关,但与IBZ或混合型脑梗死患者的长期预后无关。
{"title":"The association between FLAIR vascular hyperintensities and outcomes in patients with border zone infarcts treated with medical therapy may vary with the infarct subtype.","authors":"Ying Chai, Xiao-Hu Xie, Dan Wang, Li-Ling Jiang, Peng Zeng, Dan Luo, Huan Zhang, Yu-Ling Peng, Chao Jiang, Ya-Yun Xiang, Bang Zeng, Yong-Mei Li","doi":"10.1016/j.acra.2024.09.019","DOIUrl":"10.1016/j.acra.2024.09.019","url":null,"abstract":"<p><strong>Rationale and objectives: </strong>Fluid-attenuated inversion recovery vessel hyperintensities (FVHs) reflect the haemodynamic state and may aid in predicting the prognosis of border zone (BZ) infarct patients. This study was to explore the relationship between FVHs and functional outcomes for different BZ infarct subtypes following medical therapy administration.</p><p><strong>Materials and methods: </strong>Consecutive patients with ischemic stroke were retrospectively enrolled and classified into internal BZ (IBZ) infarct, cortical BZ (CBZ) infarct and mixed-type infarct patients. FVHs were quantified using the FVH-Alberta Stroke Program Early CT Score (ASPECTS) system, and the scores were used to divide the patients into low-FVH (0-3) and high-FVH (4-7) groups. The FVH location and the cerebrovascular stenotic degree were recorded. Logistic regression was performed to identify risk factors for poor outcomes (modified Rankin scale score ≥3).</p><p><strong>Results: </strong>A total of 207 BZ infarct patients (IBZ, n = 130; CBZ, n = 52; mixed-type, n = 25) were included. The FVH score was positively correlated with cerebrovascular stenosis (r = 0.332, P < 0.001) in all patients. A high FVH score was associated with poor outcomes in all (OR 2.568, 95% CI (1.147 to 5.753), P = 0.022) and in CBZ infarct patients (OR 9.258, 95% CI 1.113 to 77.035), P = 0.040). FVH-diffusion-weighted imaging (DWI) mismatch was not significantly associated with outcomes in the entire patient group or in any subgroup.</p><p><strong>Conclusions: </strong>A high FVH score is associated with poor long-term outcomes in patients with CBZ infarcts but not in those with IBZ or mixed-type infarcts.</p>","PeriodicalId":50928,"journal":{"name":"Academic Radiology","volume":" ","pages":""},"PeriodicalIF":3.8,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142376286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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Academic Radiology
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