European Radiology Experimental最新文献

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High-resolution and highly accelerated MRI T2 mapping as a tool to characterise renal tumour subtypes and grades. 高分辨率和高度加速的磁共振成像 T2 图是描述肾脏肿瘤亚型和分级的工具。
IF 3.7
European Radiology Experimental Pub Date : 2024-07-10 DOI: 10.1186/s41747-024-00476-8
Ines Horvat-Menih, Hao Li, Andrew N Priest, Shaohang Li, Andrew B Gill, Iosif A Mendichovszky, Susan T Francis, Anne Y Warren, Brent O'Carrigan, Sarah J Welsh, James O Jones, Antony C P Riddick, James N Armitage, Thomas J Mitchell, Grant D Stewart, Ferdia A Gallagher
{"title":"High-resolution and highly accelerated MRI T2 mapping as a tool to characterise renal tumour subtypes and grades.","authors":"Ines Horvat-Menih, Hao Li, Andrew N Priest, Shaohang Li, Andrew B Gill, Iosif A Mendichovszky, Susan T Francis, Anne Y Warren, Brent O'Carrigan, Sarah J Welsh, James O Jones, Antony C P Riddick, James N Armitage, Thomas J Mitchell, Grant D Stewart, Ferdia A Gallagher","doi":"10.1186/s41747-024-00476-8","DOIUrl":"10.1186/s41747-024-00476-8","url":null,"abstract":"<p><strong>Background: </strong>Clinical imaging tools to probe aggressiveness of renal masses are lacking, and T2-weighted imaging as an integral part of magnetic resonance imaging protocol only provides qualitative information. We developed high-resolution and accelerated T2 mapping methods based on echo merging and using k-t undersampling and reduced flip angles (TEMPURA) and tested their potential to quantify differences between renal tumour subtypes and grades.</p><p><strong>Methods: </strong>Twenty-four patients with treatment-naïve renal tumours were imaged: seven renal oncocytomas (RO); one eosinophilic/oncocytic renal cell carcinoma; two chromophobe RCCs (chRCC); three papillary RCCs (pRCC); and twelve clear cell RCCs (ccRCC). Median, kurtosis, and skewness of T2 were quantified in tumours and in the normal-adjacent kidney cortex and were compared across renal tumour subtypes and between ccRCC grades.</p><p><strong>Results: </strong>High-resolution TEMPURA depicted the tumour structure at improved resolution compared to conventional T2-weighted imaging. The lowest median T2 values were present in pRCC (high-resolution, 51 ms; accelerated, 45 ms), which was significantly lower than RO (high-resolution; accelerated, p = 0.012) and ccRCC (high-resolution, p = 0.019; accelerated, p = 0.008). ROs showed the lowest kurtosis (high-resolution, 3.4; accelerated, 4.0), suggestive of low intratumoural heterogeneity. Lower T2 values were observed in higher compared to lower grade ccRCCs (grades 2, 3 and 4 on high-resolution, 209 ms, 151 ms, and 106 ms; on accelerated, 172 ms, 160 ms, and 102 ms, respectively), with accelerated TEMPURA showing statistical significance in comparison (p = 0.037).</p><p><strong>Conclusions: </strong>Both high-resolution and accelerated TEMPURA showed marked potential to quantify differences across renal tumour subtypes and between ccRCC grades.</p><p><strong>Trial registration: </strong>ClinicalTrials.gov, NCT03741426 . Registered on 13 November 2018.</p><p><strong>Relevance statement: </strong>The newly developed T<sub>2</sub> mapping methods have improved resolution, shorter acquisition times, and promising quantifiable readouts to characterise incidental renal masses.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"76"},"PeriodicalIF":3.7,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11233479/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141564725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sample size calculation for data reliability and diagnostic performance: a go-to review. 有关数据可靠性和诊断性能的样本量计算:一篇最新综述。
IF 3.7
European Radiology Experimental Pub Date : 2024-07-05 DOI: 10.1186/s41747-024-00474-w
Caterina Beatrice Monti, Federico Ambrogi, Francesco Sardanelli
{"title":"Sample size calculation for data reliability and diagnostic performance: a go-to review.","authors":"Caterina Beatrice Monti, Federico Ambrogi, Francesco Sardanelli","doi":"10.1186/s41747-024-00474-w","DOIUrl":"10.1186/s41747-024-00474-w","url":null,"abstract":"<p><p>Sample size, namely the number of subjects that should be included in a study to reach the desired endpoint and statistical power, is a fundamental concept of scientific research. Indeed, sample size must be planned a priori, and tailored to the main endpoint of the study, to avoid including too many subjects, thus possibly exposing them to additional risks while also wasting time and resources, or too few subjects, failing to reach the desired purpose. We offer a simple, go-to review of methods for sample size calculation for studies concerning data reliability (repeatability/reproducibility) and diagnostic performance. For studies concerning data reliability, we considered Cohen's κ or intraclass correlation coefficient (ICC) for hypothesis testing, estimation of Cohen's κ or ICC, and Bland-Altman analyses. With regards to diagnostic performance, we considered accuracy or sensitivity/specificity versus reference standards, the comparison of diagnostic performances, and the comparisons of areas under the receiver operating characteristics curve. Finally, we considered the special cases of dropouts or retrospective case exclusions, multiple endpoints, lack of prior data estimates, and the selection of unusual thresholds for α and β errors. For the most frequent cases, we provide example of software freely available on the Internet.Relevance statement Sample size calculation is a fundamental factor influencing the quality of studies on repeatability/reproducibility and diagnostic performance in radiology.Key points• Sample size is a concept related to precision and statistical power.• It has ethical implications, especially when patients are exposed to risks.• Sample size should always be calculated before starting a study.• This review offers simple, go-to methods for sample size calculations.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"79"},"PeriodicalIF":3.7,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11224179/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141535589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detectability of intracranial vessel wall atherosclerosis using black-blood spectral CT: a phantom and clinical study. 利用黑血流频谱 CT 检测颅内血管壁动脉粥样硬化:一项模型和临床研究。
IF 3.7
European Radiology Experimental Pub Date : 2024-07-03 DOI: 10.1186/s41747-024-00473-x
Fan Zhang, Hui Yao, Eran Langzam, Qinglin Meng, Xiao Meng, Rob J van der Geest, Chuncai Luo, Tengyuan Zhang, Jianyong Li, Jianmei Xiong, Weiwei Deng, Ke Chen, Yangrui Zheng, Jingping Wu, Fang Cui, Li Yang
{"title":"Detectability of intracranial vessel wall atherosclerosis using black-blood spectral CT: a phantom and clinical study.","authors":"Fan Zhang, Hui Yao, Eran Langzam, Qinglin Meng, Xiao Meng, Rob J van der Geest, Chuncai Luo, Tengyuan Zhang, Jianyong Li, Jianmei Xiong, Weiwei Deng, Ke Chen, Yangrui Zheng, Jingping Wu, Fang Cui, Li Yang","doi":"10.1186/s41747-024-00473-x","DOIUrl":"10.1186/s41747-024-00473-x","url":null,"abstract":"<p><strong>Background: </strong>Computed tomography (CT) is the usual modality for diagnosing stroke, but conventional CT angiography reconstructions have limitations.</p><p><strong>Methods: </strong>A phantom with tubes of known diameters and wall thickness was scanned for wall detectability, wall thickness, and contrast-to-noise ratio (CNR) on conventional and spectral black-blood (SBB) images. The clinical study included 34 stroke patients. Diagnostic certainty and conspicuity of normal/abnormal intracranial vessels using SBB were compared to conventional. Sensitivity/specificity/accuracy of SBB and conventional were compared for plaque detectability. CNR of the wall/lumen and quantitative comparison of remodeling index, plaque burden, and eccentricity were obtained for SBB imaging and high-resolution magnetic resonance imaging (hrMRI).</p><p><strong>Results: </strong>The phantom study showed improved detectability of tube walls using SBB (108/108, 100% versus conventional 81/108, 75%, p < 0.001). CNRs were 75.9 ± 62.6 (mean ± standard deviation) for wall/lumen and 22.0 ± 17.1 for wall/water using SBB and 26.4 ± 15.3 and 101.6 ± 62.5 using conventional. Clinical study demonstrated (i) improved certainty and conspicuity of the vessels using SBB versus conventional (certainty, median score 3 versus 0; conspicuity, median score 3 versus 1 (p < 0.001)), (ii) improved sensitivity/specificity/accuracy of plaque (≥ 1.0 mm) detectability (0.944/0.981/0.962 versus 0.239/0.743/0.495) (p < 0.001), (iii) higher wall/lumen CNR of SBB of (78.3 ± 50.4/79.3 ± 96.7) versus hrMRI (18.9 ± 8.4/24.1 ± 14.1) (p < 0.001), and (iv) excellent reproducibility of remodeling index, plaque burden, and eccentricity using SBB versus hrMRI (intraclass correlation coefficient 0.85-0.94).</p><p><strong>Conclusions: </strong>SBB can enhance the detectability of intracranial plaques with an accuracy similar to that of hrMRI.</p><p><strong>Relevance statement: </strong>This new spectral black-blood technique for the detection and characterization of intracranial vessel atherosclerotic disease could be a time-saving and cost-effective diagnostic step for clinical stroke patients. It may also facilitate prevention strategies for atherosclerosis.</p><p><strong>Key points: </strong>• Blooming artifacts can blur vessel wall morphology on conventional CT angiography. • Spectral black-blood (SBB) images are generated from material decomposition from spectral CT. • SBB images reduce blooming artifacts and noise and accurately detect small plaques.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"78"},"PeriodicalIF":3.7,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11219652/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141493753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
7 T and beyond: toward a synergy between fMRI-based presurgical mapping at ultrahigh magnetic fields, AI, and robotic neurosurgery. 7 T 及以上:实现超高磁场下基于 fMRI 的术前绘图、人工智能和机器人神经外科手术之间的协同作用。
IF 3.7
European Radiology Experimental Pub Date : 2024-07-01 DOI: 10.1186/s41747-024-00472-y
Mohamed L Seghier
{"title":"7 T and beyond: toward a synergy between fMRI-based presurgical mapping at ultrahigh magnetic fields, AI, and robotic neurosurgery.","authors":"Mohamed L Seghier","doi":"10.1186/s41747-024-00472-y","DOIUrl":"10.1186/s41747-024-00472-y","url":null,"abstract":"<p><p>Presurgical evaluation with functional magnetic resonance imaging (fMRI) can reduce postsurgical morbidity. Here, we discuss presurgical fMRI mapping at ultra-high magnetic fields (UHF), i.e., ≥ 7 T, in the light of the current growing interest in artificial intelligence (AI) and robot-assisted neurosurgery. The potential of submillimetre fMRI mapping can help better appreciate uncertainty on resection margins, though geometric distortions at UHF might lessen the accuracy of fMRI maps. A useful trade-off for UHF fMRI is to collect data with 1-mm isotropic resolution to ensure high sensitivity and subsequently a low risk of false negatives. Scanning at UHF might yield a revival interest in slow event-related fMRI, thereby offering a richer depiction of the dynamics of fMRI responses. The potential applications of AI concern denoising and artefact removal, generation of super-resolution fMRI maps, and accurate fusion or coregistration between anatomical and fMRI maps. The latter can benefit from the use of T1-weighted echo-planar imaging for better visualization of brain activations. Such AI-augmented fMRI maps would provide high-quality input data to robotic surgery systems, thereby improving the accuracy and reliability of robot-assisted neurosurgery. Ultimately, the advancement in fMRI at UHF would promote clinically useful synergies between fMRI, AI, and robotic neurosurgery.Relevance statement This review highlights the potential synergies between fMRI at UHF, AI, and robotic neurosurgery in improving the accuracy and reliability of fMRI-based presurgical mapping.Key points• Presurgical fMRI mapping at UHF improves spatial resolution and sensitivity.• Slow event-related designs offer a richer depiction of fMRI responses dynamics.• AI can support denoising, artefact removal, and generation of super-resolution fMRI maps.• AI-augmented fMRI maps can provide high-quality input data to robotic surgery systems.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"73"},"PeriodicalIF":3.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11214939/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141471302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning reconstruction for lumbar spine MRI acceleration: a prospective study. 用于腰椎磁共振成像加速的深度学习重建:一项前瞻性研究。
IF 3.7
European Radiology Experimental Pub Date : 2024-06-21 DOI: 10.1186/s41747-024-00470-0
Hui Tang, Ming Hong, Lu Yu, Yang Song, Mengqiu Cao, Lei Xiang, Yan Zhou, Shiteng Suo
{"title":"Deep learning reconstruction for lumbar spine MRI acceleration: a prospective study.","authors":"Hui Tang, Ming Hong, Lu Yu, Yang Song, Mengqiu Cao, Lei Xiang, Yan Zhou, Shiteng Suo","doi":"10.1186/s41747-024-00470-0","DOIUrl":"10.1186/s41747-024-00470-0","url":null,"abstract":"<p><strong>Background: </strong>We compared magnetic resonance imaging (MRI) turbo spin-echo images reconstructed using a deep learning technique (TSE-DL) with standard turbo spin-echo (TSE-SD) images of the lumbar spine regarding image quality and detection performance of common degenerative pathologies.</p><p><strong>Methods: </strong>This prospective, single-center study included 31 patients (15 males and 16 females; aged 51 ± 16 years (mean ± standard deviation)) who underwent lumbar spine exams with both TSE-SD and TSE-DL acquisitions for degenerative spine diseases. Images were analyzed by two radiologists and assessed for qualitative image quality using a 4-point Likert scale, quantitative signal-to-noise ratio (SNR) of anatomic landmarks, and detection of common pathologies. Paired-sample t, Wilcoxon, and McNemar tests, unweighted/linearly weighted Cohen κ statistics, and intraclass correlation coefficients were used.</p><p><strong>Results: </strong>Scan time for TSE-DL and TSE-SD protocols was 2:55 and 5:17 min:s, respectively. The overall image quality was either significantly higher for TSE-DL or not significantly different between TSE-SD and TSE-DL. TSE-DL demonstrated higher SNR and subject noise scores than TSE-SD. For pathology detection, the interreader agreement was substantial to almost perfect for TSE-DL, with κ values ranging from 0.61 to 1.00; the interprotocol agreement was almost perfect for both readers, with κ values ranging from 0.84 to 1.00. There was no significant difference in the diagnostic confidence or detection rate of common pathologies between the two sequences (p ≥ 0.081).</p><p><strong>Conclusions: </strong>TSE-DL allowed for a 45% reduction in scan time over TSE-SD in lumbar spine MRI without compromising the overall image quality and showed comparable detection performance of common pathologies in the evaluation of degenerative lumbar spine changes.</p><p><strong>Relevance statement: </strong>Deep learning-reconstructed lumbar spine MRI protocol enabled a 45% reduction in scan time compared with conventional reconstruction, with comparable image quality and detection performance of common degenerative pathologies.</p><p><strong>Key points: </strong>• Lumbar spine MRI with deep learning reconstruction has broad application prospects. • Deep learning reconstruction of lumbar spine MRI saved 45% scan time without compromising overall image quality. • When compared with standard sequences, deep learning reconstruction showed similar detection performance of common degenerative lumbar spine pathologies.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"67"},"PeriodicalIF":3.7,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11189847/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141433050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Impact of reconstruction parameters on the accuracy of myocardial extracellular volume quantification on a first-generation, photon-counting detector CT. 重建参数对第一代光子计数探测器 CT 心肌细胞外容积量化准确性的影响。
IF 3.7
European Radiology Experimental Pub Date : 2024-06-19 DOI: 10.1186/s41747-024-00469-7
Chiara Gnasso, Daniel Pinos, U Joseph Schoepf, Milan Vecsey-Nagy, Gilberto J Aquino, Nicola Fink, Emese Zsarnoczay, Robert J Holtackers, Jonathan Stock, Pal Suranyi, Akos Varga-Szemes, Tilman Emrich
{"title":"Impact of reconstruction parameters on the accuracy of myocardial extracellular volume quantification on a first-generation, photon-counting detector CT.","authors":"Chiara Gnasso, Daniel Pinos, U Joseph Schoepf, Milan Vecsey-Nagy, Gilberto J Aquino, Nicola Fink, Emese Zsarnoczay, Robert J Holtackers, Jonathan Stock, Pal Suranyi, Akos Varga-Szemes, Tilman Emrich","doi":"10.1186/s41747-024-00469-7","DOIUrl":"10.1186/s41747-024-00469-7","url":null,"abstract":"<p><strong>Background: </strong>The potential role of cardiac computed tomography (CT) has increasingly been demonstrated for the assessment of diffuse myocardial fibrosis through the quantification of extracellular volume (ECV). Photon-counting detector (PCD)-CT technology may deliver more accurate ECV quantification compared to energy-integrating detector CT. We evaluated the impact of reconstruction settings on the accuracy of ECV quantification using PCD-CT, with magnetic resonance imaging (MRI)-based ECV as reference.</p><p><strong>Methods: </strong>In this post hoc analysis, 27 patients (aged 53.1 ± 17.2 years (mean ± standard deviation); 14 women) underwent same-day cardiac PCD-CT and MRI. Late iodine CT scans were reconstructed with different quantum iterative reconstruction levels (QIR 1-4), slice thicknesses (0.4-8 mm), and virtual monoenergetic imaging levels (VMI, 40-90 keV); ECV was quantified for each reconstruction setting. Repeated measures ANOVA and t-test for pairwise comparisons, Bland-Altman plots, and Lin's concordance correlation coefficient (CCC) were used.</p><p><strong>Results: </strong>ECV values did not differ significantly among QIR levels (p = 1.000). A significant difference was observed throughout different slice thicknesses, with 0.4 mm yielding the highest agreement with MRI-based ECV (CCC = 0.944); 45-keV VMI reconstructions showed the lowest mean bias (0.6, 95% confidence interval 0.1-1.4) compared to MRI. Using the most optimal reconstruction settings (QIR4. slice thickness 0.4 mm, VMI 45 keV), a 63% reduction in mean bias and a 6% increase in concordance with MRI-based ECV were achieved compared to standard settings (QIR3, slice thickness 1.5 mm; VMI 65 keV).</p><p><strong>Conclusions: </strong>The selection of appropriate reconstruction parameters improved the agreement between PCD-CT and MRI-based ECV.</p><p><strong>Relevance statement: </strong>Tailoring PCD-CT reconstruction parameters optimizes ECV quantification compared to MRI, potentially improving its clinical utility.</p><p><strong>Key points: </strong>• CT is increasingly promising for myocardial tissue characterization, assessing focal and diffuse fibrosis via late iodine enhancement and ECV quantification, respectively. • PCD-CT offers superior performance over conventional CT, potentially improving ECV quantification and its agreement with MRI-based ECV. • Tailoring PCD-CT reconstruction parameters optimizes ECV quantification compared to MRI, potentially improving its clinical utility.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"70"},"PeriodicalIF":3.7,"publicationDate":"2024-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11189359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141421282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CT and MRI radiomic features of lung cancer (NSCLC): comparison and software consistency. 肺癌(NSCLC)的 CT 和 MRI 放射特征:比较与软件一致性。
IF 3.8
European Radiology Experimental Pub Date : 2024-06-17 DOI: 10.1186/s41747-024-00468-8
Chandra Bortolotto, Alessandra Pinto, Francesca Brero, Gaia Messana, Raffaella Fiamma Cabini, Ian Postuma, Agnese Robustelli Test, Giulia Maria Stella, Giulia Galli, Manuel Mariani, Silvia Figini, Alessandro Lascialfari, Andrea Riccardo Filippi, Olivia Maria Bottinelli, Lorenzo Preda
{"title":"CT and MRI radiomic features of lung cancer (NSCLC): comparison and software consistency.","authors":"Chandra Bortolotto, Alessandra Pinto, Francesca Brero, Gaia Messana, Raffaella Fiamma Cabini, Ian Postuma, Agnese Robustelli Test, Giulia Maria Stella, Giulia Galli, Manuel Mariani, Silvia Figini, Alessandro Lascialfari, Andrea Riccardo Filippi, Olivia Maria Bottinelli, Lorenzo Preda","doi":"10.1186/s41747-024-00468-8","DOIUrl":"10.1186/s41747-024-00468-8","url":null,"abstract":"<p><strong>Background: </strong>Radiomics is a quantitative approach that allows the extraction of mineable data from medical images. Despite the growing clinical interest, radiomics studies are affected by variability stemming from analysis choices. We aimed to investigate the agreement between two open-source radiomics software for both contrast-enhanced computed tomography (CT) and contrast-enhanced magnetic resonance imaging (MRI) of lung cancers and to preliminarily evaluate the existence of radiomic features stable for both techniques.</p><p><strong>Methods: </strong>Contrast-enhanced CT and MRI images of 35 patients affected with non-small cell lung cancer (NSCLC) were manually segmented and preprocessed using three different methods. Sixty-six Image Biomarker Standardisation Initiative-compliant features common to the considered platforms, PyRadiomics and LIFEx, were extracted. The correlation among features with the same mathematical definition was analyzed by comparing PyRadiomics and LIFEx (at fixed imaging technique), and MRI with CT results (for the same software).</p><p><strong>Results: </strong>When assessing the agreement between LIFEx and PyRadiomics across the considered resampling, the maximum statistically significant correlations were observed to be 94% for CT features and 95% for MRI ones. When examining the correlation between features extracted from contrast-enhanced CT and MRI using the same software, higher significant correspondences were identified in 11% of features for both software.</p><p><strong>Conclusions: </strong>Considering NSCLC, (i) for both imaging techniques, LIFEx and PyRadiomics agreed on average for 90% of features, with MRI being more affected by resampling and (ii) CT and MRI contained mostly non-redundant information, but there are shape features and, more importantly, texture features that can be singled out by both techniques.</p><p><strong>Relevance statement: </strong>Identifying and selecting features that are stable cross-modalities may be one of the strategies to pave the way for radiomics clinical translation.</p><p><strong>Key points: </strong>• More than 90% of LIFEx and PyRadiomics features contain the same information. • Ten percent of features (shape, texture) are stable among contrast-enhanced CT and MRI. • Software compliance and cross-modalities stability features are impacted by the resampling method.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"71"},"PeriodicalIF":3.8,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11180643/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141332031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reproducibility and repeatability of quantitative T2 and T2* mapping of osteosarcomas in a mouse model. 小鼠模型骨肉瘤定量 T2 和 T2* 映像的再现性和可重复性。
IF 3.8
European Radiology Experimental Pub Date : 2024-06-14 DOI: 10.1186/s41747-024-00467-9
Raheleh Roudi, Laura J Pisani, Fabrizio Pisani, Tie Liang, Heike E Daldrup-Link
{"title":"Reproducibility and repeatability of quantitative T2 and T2* mapping of osteosarcomas in a mouse model.","authors":"Raheleh Roudi, Laura J Pisani, Fabrizio Pisani, Tie Liang, Heike E Daldrup-Link","doi":"10.1186/s41747-024-00467-9","DOIUrl":"10.1186/s41747-024-00467-9","url":null,"abstract":"<p><strong>Background: </strong>New immunotherapies activate tumor-associated macrophages (TAMs) in the osteosarcoma microenvironment. Iron oxide nanoparticles (IONPs) are phagocytosed by TAMs and, therefore, enable TAM detection on T2*- and T2-weighted magnetic resonance images. We assessed the repeatability and reproducibility of T2*- and T2-mapping of osteosarcomas in a mouse model.</p><p><strong>Methods: </strong>Fifteen BALB/c mice bearing-murine osteosarcomas underwent magnetic resonance imaging (MRI) on 3-T and 7-T scanners before and after intravenous IONP infusion, using T2*-weighted multi-gradient-echo, T2-weighted fast spin-echo, and T2-weighted multi-echo sequences. Each sequence was repeated twice. Tumor T2 and T2* relaxation times were measured twice by two independent investigators. Repeatability and reproducibility of measurements were assessed.</p><p><strong>Results: </strong>We found excellent agreement between duplicate acquisitions for both T2* and T2 measurements at either magnetic field strength, by the same individual (repeatability), and between individuals (reproducibility). The repeatability concordance correlation coefficient (CCC) for T2* values were 0.99 (coefficients of variation (CoV) 4.43%) for reader 1 and 0.98 (CoV 5.82%) for reader 2. The reproducibility of T2* values between the two readers was 0.99 (CoV 3.32%) for the first acquisitions and 0.99 (CoV 6.30%) for the second acquisitions. Regarding T2 values, the repeatability of CCC was similar for both readers, 0.98 (CoV 3.64% for reader 1 and 4.45% for reader 2). The CCC of the reproducibility of T2 was 0.99 (CoV 3.1%) for the first acquisition and 0.98 (CoV 4.38%) for the second acquisition.</p><p><strong>Conclusions: </strong>Our results demonstrated high repeatability and reproducibility of quantitative T2* and T2 mapping for monitoring the presence of TAMs in osteosarcomas.</p><p><strong>Relevance statement: </strong>T2* and T2 measurements of osteosarcomas on IONP-enhanced MRI could allow identifying patients who may benefit from TAM-modulating immunotherapies and for monitoring treatment response. The technique described here could be also applied across a wide range of other solid tumors.</p><p><strong>Key points: </strong>• Optimal integration of TAM-modulating immunotherapies with conventional chemotherapy remains poorly elucidated. • We found high repeatability of T2* and T2 measurements of osteosarcomas in a mouse model, both with and without IONPs contrast, at 3-T and 7-T MRI field strengths. • T2 and T2* mapping may be used to determine response to macrophage-modulating cancer immunotherapies.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"74"},"PeriodicalIF":3.8,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11176138/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141318480","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Virtual noncontrast images reveal gouty tophi in contrast-enhanced dual-energy CT: a phantom study. 虚拟非对比图像在对比增强双能 CT 中显示痛风性骨赘:一项模型研究。
IF 3.8
European Radiology Experimental Pub Date : 2024-06-12 DOI: 10.1186/s41747-024-00466-w
Karim Khayata, Torsten Diekhoff, Jürgen Mews, Sydney Schmolke, Maximilian Kotlyarov
{"title":"Virtual noncontrast images reveal gouty tophi in contrast-enhanced dual-energy CT: a phantom study.","authors":"Karim Khayata, Torsten Diekhoff, Jürgen Mews, Sydney Schmolke, Maximilian Kotlyarov","doi":"10.1186/s41747-024-00466-w","DOIUrl":"10.1186/s41747-024-00466-w","url":null,"abstract":"<p><strong>Background: </strong>Dual-energy computed tomography (DECT) is useful for detecting gouty tophi. While iodinated contrast media (ICM) might enhance the detection of monosodium urate crystals (MSU), higher iodine concentrations hamper their detection. Calculating virtual noncontrast (VNC) images might improve the detection of enhancing tophi. The aim of this study was to evaluate MSU detection with VNC images from DECT acquisitions in phantoms, compared against the results with standard DECT reconstructions.</p><p><strong>Methods: </strong>A grid-like and a biophantom with 25 suspensions containing different concentrations of ICM (0 to 2%) and MSU (0 to 50%) were scanned with sequential single-source DECT using an ascending order of tube current time product at 80 kVp (16.5-220 mAs) and 135 kVp (2.75-19.25 mAs). VNC images were equivalently reconstructed at 80 and 135 kVp. Two-material decomposition analysis for MSU detection was applied for the VNC and conventional CT images. MSU detection and attenuation values were compared in both modalities.</p><p><strong>Results: </strong>For 0, 0.25, 0.5, 1, and 2% ICM, the average detection indices (DIs) for all MSU concentrations (35-50%) with VNC postprocessing were respectively 25.2, 36.6, 30.9, 38.9, and 45.8% for the grid phantom scans and 11.7, 9.4, 5.5, 24.0, and 25.0% for the porcine phantom scans. In the conventional CT image group, the average DIs were respectively 35.4, 54.3, 45.4, 1.0, and 0.0% for the grid phantom and 19.4, 17.9, 3.0, 0.0, and 0.0% for the porcine phantom scans.</p><p><strong>Conclusions: </strong>VNC effectively reduces the suppression of information caused by high concentrations of ICM, thereby improving the detection of MSU.</p><p><strong>Relevance statement: </strong>Contrast-enhanced DECT alone may suffice for diagnosing gout without a native acquisition.</p><p><strong>Key points: </strong>• Highly concentrated contrast media hinders monosodium urate crystal detection in CT imaging • Virtual noncontrast imaging redetects monosodium urate crystals in high-iodinated contrast media concentrations. • Contrast-enhanced DECT alone may suffice for diagnosing gout without a native acquisition.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"69"},"PeriodicalIF":3.8,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11166610/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141307028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
23Na MRI: inter-reader reproducibility of normal fibroglandular sodium concentration measurements at 3 T. 23Na 磁共振成像:在 3 T 下测量正常纤维腺体钠浓度的读数间再现性。
IF 3.8
European Radiology Experimental Pub Date : 2024-06-10 DOI: 10.1186/s41747-024-00465-x
Otso Arponen, Mary A McLean, Muzna Nanaa, Roido Manavaki, Gabrielle C Baxter, Andrew B Gill, Frank Riemer, Aneurin J Kennerley, Ramona Woitek, Joshua D Kaggie, William J Brackenbury, Fiona J Gilbert
{"title":"<sup>23</sup>Na MRI: inter-reader reproducibility of normal fibroglandular sodium concentration measurements at 3 T.","authors":"Otso Arponen, Mary A McLean, Muzna Nanaa, Roido Manavaki, Gabrielle C Baxter, Andrew B Gill, Frank Riemer, Aneurin J Kennerley, Ramona Woitek, Joshua D Kaggie, William J Brackenbury, Fiona J Gilbert","doi":"10.1186/s41747-024-00465-x","DOIUrl":"10.1186/s41747-024-00465-x","url":null,"abstract":"<p><strong>Background: </strong>To study the reproducibility of <sup>23</sup>Na magnetic resonance imaging (MRI) measurements from breast tissue in healthy volunteers.</p><p><strong>Methods: </strong>Using a dual-tuned bilateral <sup>23</sup>Na/<sup>1</sup>H breast coil at 3-T MRI, high-resolution <sup>23</sup>Na MRI three-dimensional cones sequences were used to quantify total sodium concentration (TSC) and fluid-attenuated sodium concentration (FASC). B<sub>1</sub>-corrected TSC and FASC maps were created. Two readers manually measured mean, minimum and maximum TSC and mean FASC values using two sampling methods: large regions of interest (LROIs) and small regions of interest (SROIs) encompassing fibroglandular tissue (FGT) and the highest signal area at the level of the nipple, respectively. The reproducibility of the measurements and correlations between density, age and FGT apparent diffusion coefficient (ADC) values were evaluatedss.</p><p><strong>Results: </strong>Nine healthy volunteers were included. The inter-reader reproducibility of TSC and FASC using SROIs and LROIs was excellent (intraclass coefficient range 0.945-0.979, p < 0.001), except for the minimum TSC LROI measurements (p = 0.369). The mean/minimum LROI TSC and mean LROI FASC values were lower than the respective SROI values (p < 0.001); the maximum LROI TSC values were higher than the SROI TSC values (p = 0.009). TSC correlated inversely with age but not with FGT ADCs. The mean and maximum FGT TSC and FASC values were higher in dense breasts in comparison to non-dense breasts (p < 0.020).</p><p><strong>Conclusions: </strong>The chosen sampling method and the selected descriptive value affect the measured TSC and FASC values, although the inter-reader reproducibility of the measurements is in general excellent.</p><p><strong>Relevance statement: </strong><sup>23</sup>Na MRI at 3 T allows the quantification of TSC and FASC sodium concentrations. The sodium measurements should be obtained consistently in a uniform manner.</p><p><strong>Key points: </strong>• <sup>23</sup>Na MRI allows the quantification of total and fluid-attenuated sodium concentrations (TSC/FASC). • Sampling method (large/small region of interest) affects the TSC and FASC values. • Dense breasts have higher TSC and FASC values than non-dense breasts. • The inter-reader reproducibility of TSC and FASC measurements was, in general, excellent. • The results suggest the importance of stratifying the sodium measurements protocol.</p>","PeriodicalId":36926,"journal":{"name":"European Radiology Experimental","volume":"8 1","pages":"75"},"PeriodicalIF":3.8,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11162986/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141296855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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