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Letter to the editor: perinodal signal in breast magnetic resonance imaging: flare sign and extracapsular spread. 致编辑:乳腺磁共振成像中的乳周信号:耀斑征和囊外扩散。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-29 DOI: 10.4274/dir.2025.253578
Deniz Esin Tekcan Şanlı, Ahmet Necati Şanlı
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引用次数: 0
Efficacy and safety of ultrasound-guided bedside percutaneous cholecystostomy using the transhepatic approach and trocar technique in patients with acute cholecystitis. 超声引导下经肝入路和套管针技术在急性胆囊炎患者床边经皮胆囊造瘘术中的疗效和安全性。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-29 DOI: 10.4274/dir.2025.253478
Ahmet Cem Demirşah, Berat Acu, Çiğdem Öztunalı

Purpose: Despite the large number of patients requiring percutaneous cholecystostomy (PC) for acute cholecystitis (AC), no definitive results exist on the optimal imaging guidance modality, technique (Seldinger vs. trocar), or approach [transhepatic (TH) vs. transperitoneal]. This study evaluates the outcomes of ultrasound (US)-guided bedside PC using solely the TH approach and trocar technique in patients with AC.

Methods: A single-center retrospective study was conducted at a tertiary university hospital between 2018 and September 2023. The study included 81 patients with AC treated with US-guided bedside PC using the TH approach and trocar technique alone. Patients were diagnosed through clinical, laboratory, and radiological examinations, and an experienced interventional radiologist performed the procedures. Outcomes and complication rates were then evaluated.

Results: Technical and clinical success rates were 100% and 93%, respectively. No procedure-related complications occurred. Catheter dislodgement occurred in 4.9% (4/81). The catheter sizes used were 6 F (12.3%), 7 F (40.7%), 8 F (37%), and 10 F (9.9%). The median catheter dwell time was 42 days. Catheters were successfully removed in the majority of surviving patients following resolution of cholecystitis. At the end of the follow-up, 10 patients (12.3%) underwent elective cholecystectomy, and 12 patients (14.8%) died due to comorbidities with the catheter in place.

Conclusion: US-guided bedside PC using the TH approach and trocar technique is safe and effective for managing AC in high-risk patients. The study found no significant complications, highlighting the importance of thorough preprocedural evaluation and technique optimization. Further studies with larger, homogeneous patient groups are needed to compare outcomes across different PC techniques and approaches.

Clinical significance: Despite the growing adoption of PC in the management of AC, the definitive optimal access route and procedural technique remain unresolved. The current body of literature is limited by considerable heterogeneity across studies, including variability in technical approach, operator experience, patient coagulation profiles, and outcome definitions. This study exclusively employed bedside US-guided PC using the TH approach and trocar technique, and observed no procedure-related complications, including hemorrhage, bile leakage, infection, or abscess formation.

目的:尽管大量患者需要经皮胆囊造口术(PC)治疗急性胆囊炎(AC),但在最佳成像引导方式、技术(Seldinger vs.套管针)或入路(经肝(TH) vs.经腹膜)方面尚无明确的结果。本研究评估超声(US)引导下仅使用TH入路和套管针技术的床边PC在ac患者中的效果。方法:2018年至2023年9月在某三级大学医院进行单中心回顾性研究。该研究纳入了81例AC患者,采用us引导的床边PC,仅使用TH入路和套管针技术。患者通过临床、实验室和放射学检查进行诊断,并由经验丰富的介入放射科医生执行这些程序。然后评估结果和并发症发生率。结果:技术成功率100%,临床成功率93%。无手术相关并发症发生。4.9%(4/81)发生导管脱位。使用的导管尺寸分别为6f(12.3%)、7f(40.7%)、8f(37%)和10f(9.9%)。中位置管时间为42天。胆囊炎消退后,大多数存活的患者都成功摘除了导管。随访结束时,10例患者(12.3%)行择期胆囊切除术,12例患者(14.8%)死于导管置入后的合并症。结论:us引导下采用TH入路和套管针技术的床边PC是治疗高危AC的安全有效的方法。该研究没有发现明显的并发症,强调了彻底的术前评估和技术优化的重要性。需要对更大的同质患者群体进行进一步的研究,以比较不同PC技术和方法的结果。临床意义:尽管在AC的治疗中越来越多地采用PC,但最终的最佳通路和手术技术仍未解决。目前的文献受限于研究之间的相当大的异质性,包括技术方法、操作员经验、患者凝血概况和结果定义的可变性。本研究仅采用床边us引导PC,采用TH入路和套管针技术,未观察到手术相关并发症,包括出血、胆漏、感染或脓肿形成。
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引用次数: 0
Photon-counting detector computed tomography in thoracic oncology: revolutionizing tumor imaging through precision and detail. 胸部肿瘤学中的光子计数检测器计算机断层扫描:通过精度和细节革新肿瘤成像。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-24 DOI: 10.4274/dir.2025.253550
Masahiro Yanagawa, Midori Ueno, Rintaro Ito, Daiju Ueda, Tsukasa Saida, Ryo Kurokawa, Koji Takumi, Kentaro Nishioka, Shunsuke Sugawara, Satoru Ide, Maya Honda, Mami Iima, Mariko Kawamura, Akihiko Sakata, Keitaro Sofue, Seitaro Oda, Tadashi Watabe, Kenji Hirata, Shinji Naganawa

Photon-counting detector computed tomography (PCD-CT) is an emerging imaging technology that promises to overcome the limitations of conventional energy-integrating detector (EID)-CT, particularly in thoracic oncology. This narrative review summarizes technical advances and clinical applications of PCD-CT in the thorax with emphasis on spatial resolution, dose-image-quality balance, and intrinsic spectral imaging, and it outlines practical implications relevant to thoracic oncology. A literature review of PubMed through May 31, 2025, was conducted using combinations of "photon counting," "computed tomography," "thoracic oncology," and "artificial intelligence." We screened the retrieved records and included studies with direct relevance to lung and mediastinal tumors, image quality, radiation dose, spectral/iodine imaging, or artificial intelligence-based reconstruction; case reports, editorials, and animal-only or purely methodological reports were excluded. PCD-CT demonstrated superior spatial resolution compared with EID-CT, enabling clearer visualization of fine pulmonary structures, such as bronchioles and subsolid nodules; slice thicknesses of approximately 0.4 mm and ex vivo resolvable structures approaching 0.11 mm have been reported. Across intraindividual clinical comparisons, radiation-dose reductions of 16%-43% have been achieved while maintaining or improving diagnostic image quality. Intrinsic spectral imaging enables accurate iodine mapping and low-keV virtual monoenergetic images and has shown quantitative advantages versus dual-energy CT in phantoms and early clinical work. Artificial intelligence-based deep-learning reconstruction and super-resolution can complement detector capabilities to reduce noise and stabilize fine-structure depiction without increasing dose. Potential reductions in contrast volume are biologically plausible given improved low-keV contrast-to-noise ratio, although clinical dose-finding data remain limited, and routine K-edge imaging has not yet translated to clinical thoracic practice. In conclusion, PCD-CT provides higher spatial and spectral fidelity at lower or comparable doses, supporting earlier and more precise tumor detection and characterization; future work should prioritize outcome-oriented trials, protocol harmonization, and implementation studies aligned with "Green Radiology".

光子计数检测器计算机断层扫描(PCD-CT)是一种新兴的成像技术,有望克服传统能量积分检测器(EID)-CT的局限性,特别是在胸部肿瘤学领域。本文综述了PCD-CT在胸部的技术进展和临床应用,重点介绍了空间分辨率、剂量-图像质量平衡和本征光谱成像,并概述了与胸部肿瘤学相关的实际意义。通过结合“光子计数”、“计算机断层扫描”、“胸部肿瘤学”和“人工智能”,对PubMed截至2025年5月31日的文献进行了综述。我们筛选了检索到的记录,并纳入了与肺和纵隔肿瘤、图像质量、辐射剂量、光谱/碘成像或基于人工智能的重建直接相关的研究;病例报告、社论、纯动物或纯方法学报告均被排除在外。与EID-CT相比,PCD-CT具有更高的空间分辨率,能够更清晰地显示细支气管和实下结节等肺部细结构;薄片厚度约为0.4 mm,离体可分解结构接近0.11 mm。在个体间临床比较中,在保持或提高诊断图像质量的同时,辐射剂量减少了16%-43%。本征光谱成像能够实现准确的碘定位和低键虚拟单能成像,在幻影和早期临床工作中显示出与双能CT相比的定量优势。基于人工智能的深度学习重建和超分辨率可以补充探测器的能力,在不增加剂量的情况下降低噪声并稳定精细结构描述。尽管临床剂量发现数据仍然有限,而且常规的k边缘成像尚未转化为临床胸部实践,但由于提高了低kev对比噪声比,潜在的造影剂体积降低在生物学上是合理的。总之,PCD-CT在较低或相当剂量下提供更高的空间和光谱保真度,支持更早、更精确的肿瘤检测和表征;未来的工作应优先考虑以结果为导向的试验、方案协调和与“绿色放射学”相一致的实施研究。
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引用次数: 0
Diagnostic accuracy and consistency of ChatGPT-4o in radiology: influence of image, clinical data, and answer options on performance. chatgpt - 40在放射学中的诊断准确性和一致性:图像、临床数据和答案选项对性能的影响
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-22 DOI: 10.4274/dir.2025.253460
Kadir Atakır, Kaan Işın, Abdullah Taş, Hakan Önder
<p><strong>Purpose: </strong>This study aimed to evaluate the diagnostic accuracy of Chat Generative Pre-trained Transformer (ChatGPT) version 4 Omni (ChatGPT-4o) in radiology across seven information input combinations (image, clinical data, and multiple-choice options) to assess the consistency of its outputs across repeated trials and to compare its performance with that of human radiologists.</p><p><strong>Methods: </strong>We tested 129 distinct radiology cases under seven input conditions (varying presence of imaging, clinical context, and answer options). Each case was processed by ChatGPT-4o for seven different input combinations on three separate accounts. Diagnostic accuracy was determined by comparison with ground-truth diagnoses, and interobserver consistency was measured using Fleiss' kappa. Pairwise comparisons were performed with the Wilcoxon signed-rank test. Additionally, the same set of cases was evaluated by nine radiology residents to benchmark ChatGPT-4o's performance against human diagnostic accuracy.</p><p><strong>Results: </strong>ChatGPT-4o's diagnostic accuracy was lowest for "image only" (19.90%) and "options only" (20.67%) conditions. The highest accuracy was observed in "image + clinical information + options" (80.88%) and "clinical information + options" (75.45%) conditions. The highest interobserver agreement was observed in the "image + clinical information + options" condition (κ = 0.733) and the lowest was in the "options only" condition (κ = 0.023), suggesting that more information improves consistency. However, there was no effective benefit of adding imaging data over already provided clinical data and options, as seen in post-hoc analysis. In human comparison, ChatGPT-4o outperformed radiology residents in text-based configurations (75.45% vs. 42.89%), whereas residents showed slightly better performance in image-based tasks (64.13% vs. 61.24%). Notably, when residents were allowed to use ChatGPT-4o as a support tool, their image-based diagnostic accuracy increased from 63.04% to 74.16%.</p><p><strong>Conclusion: </strong>ChatGPT-4o performs well when provided with rich textual input but remains limited in purely image- based diagnoses. Its accuracy and consistency increase with multimodal input, yet adding imaging does not significantly improve performance beyond clinical context and diagnostic options alone. The model's superior performance to residents in text-based tasks underscores its potential as a diagnostic aid in structured scenarios. Furthermore, its integration as a support tool may enhance human diagnostic accuracy, particularly in image-based interpretation.</p><p><strong>Clinical significance: </strong>Although ChatGPT-4o is not yet capable of reliably interpreting radiologic images on its own, it demonstrates strong performance in text-based diagnostic reasoning. Its integration into clinical workflows-particularly for triage, structured decision support, or educational purposes-may augment ra
目的:本研究旨在评估聊天生成预训练变压器(ChatGPT)版本4 Omni (ChatGPT- 40)在放射学中七种信息输入组合(图像、临床数据和多项选择选项)的诊断准确性,以评估其重复试验输出的一致性,并将其性能与人类放射科医生的性能进行比较。方法:我们在7个输入条件(不同的影像、临床背景和回答选项)下测试了129个不同的放射学病例。每个案例都由chatgpt - 40处理,在三个单独的账户上使用七种不同的输入组合。通过与真实诊断的比较来确定诊断准确性,并使用Fleiss' kappa测量观察者之间的一致性。两两比较采用Wilcoxon符号秩检验。此外,9名放射科住院医师对同一组病例进行了评估,以将chatgpt - 40的性能与人类诊断准确性进行比较。结果:chatgpt - 40在“仅图像”(19.90%)和“仅选项”(20.67%)条件下的诊断准确率最低。“图像+临床信息+选项”和“临床信息+选项”的准确率最高,分别为80.88%和75.45%。在“图像+临床信息+选项”条件下,观察者之间的一致性最高(κ = 0.733),而在“只有选项”条件下,观察者之间的一致性最低(κ = 0.023),表明更多的信息可以提高一致性。然而,正如事后分析所见,在已经提供的临床数据和选择的基础上增加影像学数据并没有有效的好处。在人类比较中,chatgpt - 40在基于文本的配置中表现优于放射科住院医生(75.45%对42.89%),而住院医生在基于图像的任务中表现稍好(64.13%对61.24%)。值得注意的是,当允许居民使用chatgpt - 40作为辅助工具时,他们基于图像的诊断准确率从63.04%提高到74.16%。结论:chatgpt - 40在提供丰富的文本输入时表现良好,但在纯基于图像的诊断中仍然有限。它的准确性和一致性随着多模式输入的增加而增加,但除了临床背景和诊断选项之外,增加成像并不能显著提高性能。该模型在基于文本的任务中表现优异,突显了它在结构化场景中作为诊断辅助工具的潜力。此外,它作为辅助工具的整合可以提高人类诊断的准确性,特别是在基于图像的解释中。临床意义:虽然chatgpt - 40本身还不能可靠地解释放射图像,但它在基于文本的诊断推理中表现出很强的性能。将其集成到临床工作流程中,特别是用于分诊、结构化决策支持或教育目的,可以增强放射科医生的诊断能力和一致性。
{"title":"Diagnostic accuracy and consistency of ChatGPT-4o in radiology: influence of image, clinical data, and answer options on performance.","authors":"Kadir Atakır, Kaan Işın, Abdullah Taş, Hakan Önder","doi":"10.4274/dir.2025.253460","DOIUrl":"https://doi.org/10.4274/dir.2025.253460","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Purpose: &lt;/strong&gt;This study aimed to evaluate the diagnostic accuracy of Chat Generative Pre-trained Transformer (ChatGPT) version 4 Omni (ChatGPT-4o) in radiology across seven information input combinations (image, clinical data, and multiple-choice options) to assess the consistency of its outputs across repeated trials and to compare its performance with that of human radiologists.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;We tested 129 distinct radiology cases under seven input conditions (varying presence of imaging, clinical context, and answer options). Each case was processed by ChatGPT-4o for seven different input combinations on three separate accounts. Diagnostic accuracy was determined by comparison with ground-truth diagnoses, and interobserver consistency was measured using Fleiss' kappa. Pairwise comparisons were performed with the Wilcoxon signed-rank test. Additionally, the same set of cases was evaluated by nine radiology residents to benchmark ChatGPT-4o's performance against human diagnostic accuracy.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;ChatGPT-4o's diagnostic accuracy was lowest for \"image only\" (19.90%) and \"options only\" (20.67%) conditions. The highest accuracy was observed in \"image + clinical information + options\" (80.88%) and \"clinical information + options\" (75.45%) conditions. The highest interobserver agreement was observed in the \"image + clinical information + options\" condition (κ = 0.733) and the lowest was in the \"options only\" condition (κ = 0.023), suggesting that more information improves consistency. However, there was no effective benefit of adding imaging data over already provided clinical data and options, as seen in post-hoc analysis. In human comparison, ChatGPT-4o outperformed radiology residents in text-based configurations (75.45% vs. 42.89%), whereas residents showed slightly better performance in image-based tasks (64.13% vs. 61.24%). Notably, when residents were allowed to use ChatGPT-4o as a support tool, their image-based diagnostic accuracy increased from 63.04% to 74.16%.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;ChatGPT-4o performs well when provided with rich textual input but remains limited in purely image- based diagnoses. Its accuracy and consistency increase with multimodal input, yet adding imaging does not significantly improve performance beyond clinical context and diagnostic options alone. The model's superior performance to residents in text-based tasks underscores its potential as a diagnostic aid in structured scenarios. Furthermore, its integration as a support tool may enhance human diagnostic accuracy, particularly in image-based interpretation.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Clinical significance: &lt;/strong&gt;Although ChatGPT-4o is not yet capable of reliably interpreting radiologic images on its own, it demonstrates strong performance in text-based diagnostic reasoning. Its integration into clinical workflows-particularly for triage, structured decision support, or educational purposes-may augment ra","PeriodicalId":11341,"journal":{"name":"Diagnostic and interventional radiology","volume":" ","pages":""},"PeriodicalIF":1.7,"publicationDate":"2025-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145112232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Abbreviated liver magnetic resonance imaging with a second-shot arterial phase image to assess the viability of treated hepatocellular carcinoma after non-radiation locoregional therapy. 缩短肝磁共振成像与第二次动脉期图像评估肝细胞癌治疗后的生存能力,非放射局部治疗。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-11 DOI: 10.4274/dir.2025.253482
Il Wan Son, Seung Baek Hong, Nam Kyung Lee, Suk Kim, Hyung Il Seo, Young Mok Park, Byeong Gwan Noh, Jong Hyun Lee

Purpose: To evaluate the feasibility of abbreviated liver magnetic resonance imaging (AMRI) with a second-shot arterial phase (SSAP) image for the viability of treated hepatocellular carcinoma (HCC) after non-radiation locoregional therapy (LRT).

Methods: We retrospectively enrolled patients with non-radiation LRT for HCC who underwent the modified gadoxetic acid-enhanced liver MRI protocol, which includes routine dynamic and SSAP imaging after the first and second injection of gadoxetic acid, respectively (6 mL and 4 mL, respectively), and an available reference standard for tumor viability in the treated HCC between March 2021 and February 2022. Two radiologists independently reviewed the full-protocol MRI (FP-MRI) and AMRI with SSAP. For the FP-MRI, observations were assigned using the Liver Imaging Reporting and Data System treatment response (LR-TR) algorithm v.2024. In the AMRI with SSAP, the observations were assigned using the abbreviated LR-TR category according to the arterial mass-like enhancement in SSAP. Ancillary features, such as diffusion restriction and T2-weighted mild-to-moderate hyperintensity, were also optionally used.

Results: Of the 95 patients (70 men and 25 women; mean age, 68.7 years), 42 (44.2%) had viable lesions and 53 (55.8%) had non-viable lesions. The scan time of the simulated AMRI was significantly shorter than the FP-MRI (7.6±0.49 and 23.6±0.50 min, respectively; p<0.001). For evaluating the viability of treated HCC, there were no significant differences in the sensitivity and specificity between the FP-MRI and AMRI with SSAP (sensitivity, 85.7% vs. 80.1%, P = 0.500; specificity, 96.2% vs. 96.2%, P = 1.000).

Conclusion: The abbreviated LR-TR score in AMRI with SSAP showed non-inferior diagnostic performance to FP-MRI in terms of evaluating the viability for the treated HCC, which may be helpful in clinical practice alongside a decreased scan time.

Clinical significance: Abbreviated liver MRI with SSAP may be helpful for evaluating the viability of treated HCC in practice, while also providing a decreased scan time.

目的:评价短段肝磁共振成像(AMRI)与二次动脉期(SSAP)图像在非放射局部治疗(LRT)后肝细胞癌(HCC)治疗的可行性。方法:我们回顾性地纳入了接受改良的gadoxetic酸增强肝脏MRI方案的HCC非放射性LRT患者,该方案包括分别在第一次和第二次注射gadoxetic酸(分别为6 mL和4 mL)后的常规动态和SSAP成像,以及2021年3月至2022年2月期间治疗的HCC肿瘤存活率的可用参考标准。两名放射科医生独立审查了全方案MRI (FP-MRI)和AMRI与SSAP。对于FP-MRI,观察结果使用肝脏成像报告和数据系统治疗反应(LR-TR)算法v.2024进行分配。在伴有SSAP的AMRI中,根据SSAP的动脉肿块样增强,使用简化的LR-TR分类来分配观察结果。辅助特征,如扩散限制和t2加权轻度至中度高强度,也可选择使用。结果:95例患者(男性70例,女性25例,平均年龄68.7岁)中,42例(44.2%)有活病灶,53例(55.8%)无活病灶。模拟AMRI的扫描时间明显短于FP-MRI(分别为7.6±0.49和23.6±0.50 min; pP = 0.500;特异性为96.2% vs. 96.2%, P = 1.000)。结论:在评估治疗HCC的生存能力方面,AMRI与SSAP的缩短LR-TR评分的诊断性能不逊于FP-MRI,这可能有助于临床实践,同时减少扫描时间。临床意义:SSAP简化肝脏MRI在实践中可能有助于评估HCC治疗后的生存能力,同时也减少了扫描时间。
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引用次数: 0
Evaluating artificial intelligence for a focal nodular hyperplasia diagnosis using magnetic resonance imaging: preliminary findings. 利用磁共振成像评估人工智能对局灶性结节增生的诊断:初步发现。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-08 Epub Date: 2025-03-26 DOI: 10.4274/dir.2025.243095
Mecit Kantarcı, Volkan Kızılgöz, Ramazan Terzi, Ahmet Enes Kılıç, Halime Kabalcı, Önder Durmaz, Nil Tokgöz, Mustafa Harman, Ayşegül Sağır Kahraman, Ali Avanaz, Sonay Aydın, Gülsüm Özlem Elpek, Merve Yazol, Bülent Aydınlı

Purpose: This study aimed to evaluate the effectiveness of artificial intelligence (AI) in diagnosing focal nodular hyperplasia (FNH) of the liver using magnetic resonance imaging (MRI) and compare its performance with that of radiologists.

Methods: In the first phase of the study, the MRIs of 60 patients (30 patients with FNH and 30 patients with no lesions or lesions other than FNH) were processed using a segmentation program and introduced to an AI model. After the learning process, the MRIs of 42 different patients that the AI model had no experience with were introduced to the system. In addition, a radiology resident and a radiology specialist evaluated patients with the same MR sequences. The sensitivity and specificity values were obtained from all three reviews.

Results: The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of the AI model were found to be 0.769, 0.966, 0.909, and 0.903, respectively. The sensitivity and specificity values were higher than those of the radiology resident and lower than those of the radiology specialist. The results of the specialist versus the AI model revealed a good agreement level, with a kappa (κ) value of 0.777.

Conclusion: For the diagnosis of FNH, the sensitivity, specificity, PPV, and NPV of the AI device were higher than those of the radiology resident and lower than those of the radiology specialist. With additional studies focused on different specific lesions of the liver, AI models are expected to be able to diagnose each liver lesion with high accuracy in the future.

Clinical significance: AI is studied to provide assisted or automated interpretation of radiological images with an accurate and reproducible imaging diagnosis.

目的:本研究旨在评价人工智能(AI)在磁共振成像(MRI)诊断肝脏局灶性结节性增生(FNH)中的有效性,并与放射科医生进行比较。方法:在第一阶段的研究中,使用分割程序对60例患者(30例FNH患者和30例无病变或非FNH病变患者)的mri进行处理,并引入AI模型。在学习过程之后,将人工智能模型没有经验的42名不同患者的核磁共振成像引入系统。此外,一名放射科住院医师和一名放射科专家评估了具有相同MR序列的患者。敏感性和特异性值均来自所有三篇综述。结果:AI模型的敏感性为0.769,特异性为0.966,阳性预测值为0.909,阴性预测值为0.903。敏感性和特异性值高于放射科住院医师,低于放射科专科医师。专家与人工智能模型的结果显示出良好的一致性水平,kappa (κ)值为0.777。结论:人工智能设备诊断FNH的敏感性、特异性、PPV、NPV均高于放射科住院医师,低于放射科专科医师。随着对肝脏不同特定病变的进一步研究,人工智能模型有望在未来能够高精度地诊断每种肝脏病变。临床意义:研究人工智能为放射图像提供辅助或自动解释,并提供准确和可重复的成像诊断。
{"title":"Evaluating artificial intelligence for a focal nodular hyperplasia diagnosis using magnetic resonance imaging: preliminary findings.","authors":"Mecit Kantarcı, Volkan Kızılgöz, Ramazan Terzi, Ahmet Enes Kılıç, Halime Kabalcı, Önder Durmaz, Nil Tokgöz, Mustafa Harman, Ayşegül Sağır Kahraman, Ali Avanaz, Sonay Aydın, Gülsüm Özlem Elpek, Merve Yazol, Bülent Aydınlı","doi":"10.4274/dir.2025.243095","DOIUrl":"10.4274/dir.2025.243095","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to evaluate the effectiveness of artificial intelligence (AI) in diagnosing focal nodular hyperplasia (FNH) of the liver using magnetic resonance imaging (MRI) and compare its performance with that of radiologists.</p><p><strong>Methods: </strong>In the first phase of the study, the MRIs of 60 patients (30 patients with FNH and 30 patients with no lesions or lesions other than FNH) were processed using a segmentation program and introduced to an AI model. After the learning process, the MRIs of 42 different patients that the AI model had no experience with were introduced to the system. In addition, a radiology resident and a radiology specialist evaluated patients with the same MR sequences. The sensitivity and specificity values were obtained from all three reviews.</p><p><strong>Results: </strong>The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of the AI model were found to be 0.769, 0.966, 0.909, and 0.903, respectively. The sensitivity and specificity values were higher than those of the radiology resident and lower than those of the radiology specialist. The results of the specialist versus the AI model revealed a good agreement level, with a kappa (κ) value of 0.777.</p><p><strong>Conclusion: </strong>For the diagnosis of FNH, the sensitivity, specificity, PPV, and NPV of the AI device were higher than those of the radiology resident and lower than those of the radiology specialist. With additional studies focused on different specific lesions of the liver, AI models are expected to be able to diagnose each liver lesion with high accuracy in the future.</p><p><strong>Clinical significance: </strong>AI is studied to provide assisted or automated interpretation of radiological images with an accurate and reproducible imaging diagnosis.</p>","PeriodicalId":11341,"journal":{"name":"Diagnostic and interventional radiology","volume":" ","pages":"405-415"},"PeriodicalIF":1.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417915/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143709181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Factors effecting the success of retrograde tibiopedal access and recanalization in infrapopliteal artery occlusions. 影响胫骨下动脉闭塞逆行入路和再通成功的因素。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-08 Epub Date: 2024-09-09 DOI: 10.4274/dir.2024.242833
Cemal Aydın Gündoğmuş, Hande Özen Atalay, Vugar Samadli, Levent Oğuzkurt

Purpose: Peripheral arterial disease (PAD) is increasingly prevalent, particularly among the aging population. Retrograde tibiopedal access (RTPA) has emerged as a useful endovascular treatment for PAD. However, there is limited research examining factors that influence the efficacy of RTPA. To investigate factors affecting the access, crossing, and recanalization success rates of RTPA for infrapopliteal PAD treatment.

Methods: A retrospective study was conducted on 720 patients who underwent endovascular treatment for PAD. Of these, 104 patients (mean age: 65.5 ± 16.2; 89 men) with 131 RTPA trials were included in the final evaluation. The disease and its duration, Rutherford score, smoking status, access site, and its occlusion status, access, crossing, and recanalization success were noted. Data were analyzed using Pearson's chi-square and Mann-Whitney U tests and multivariate logistic regression to evaluate the impact of various factors on success rates.

Results: The access success rate was 82.6%, the crossing success rate was 95.4%, and the recanalization success rate was 74%. Access success was significantly higher when the dorsal pedal artery (DPA) was the access artery compared with the posterior tibial artery (91.3% vs. 74.2%, P = 0.009). Access success was notably lower in patients with thromboangiitis obliterans compared with patients with diabetes mellitus (DM) and non-DM atherosclerosis (68.6% vs. 90.3% and 80.3%, P = 0.019). Recanalization success was higher when the puncture site was non-occluded (76.7% vs. 53.5%, P = 0.023).

Conclusion: The study suggests that RTPA is a generally effective and safe technique for infrapopliteal PAD treatment. The most favorable outcomes are observed in individuals with DM who have a non-occluded DPA at the puncture site. Recanalization success is only affected by the patency of the artery at the puncture site.

Clinical significance: These findings offer targeted guidance for clinicians and highlight areas requiring further investigation.

目的:外周动脉疾病(PAD)越来越普遍,尤其是在老龄人口中。胫骨后入路(RTPA)已成为治疗 PAD 的一种有效的血管内治疗方法。然而,目前对影响 RTPA 疗效因素的研究还很有限。目的:研究影响 RTPA 治疗胫骨下 PAD 的入路、交叉和再闭塞成功率的因素:方法:对 720 名接受血管内治疗的 PAD 患者进行了回顾性研究。其中,104 名患者(平均年龄:65.5 ± 16.2;89 名男性)接受了 131 次 RTPA 试验,并纳入最终评估。研究人员注意到了患者的疾病及其持续时间、卢瑟福评分、吸烟状况、通路部位及其闭塞状况、通路、交叉和再通路的成功率。采用皮尔逊卡方检验、曼-惠特尼U检验和多变量逻辑回归分析数据,以评估各种因素对成功率的影响:入路成功率为 82.6%,穿刺成功率为 95.4%,再狭窄成功率为 74%。与胫后动脉相比,以足背动脉(DPA)为入路动脉的入路成功率明显更高(91.3% 对 74.2%,P = 0.009)。与糖尿病(DM)和非糖尿病动脉粥样硬化患者相比,血栓闭塞性脉管炎患者的入路成功率明显较低(68.6% 对 90.3% 和 80.3%,P = 0.019)。穿刺部位未闭塞时,再通成功率更高(76.7% vs. 53.5%,P = 0.023):研究表明,RTPA 是治疗腘窝下 PAD 的一种普遍有效且安全的技术。研究结果表明,RTPA 是治疗腘下动脉供血不足的一种普遍有效且安全的技术。患有糖尿病且穿刺部位的 DPA 未闭塞者的疗效最佳。再通成功率仅受穿刺部位动脉是否通畅的影响:这些发现为临床医生提供了有针对性的指导,并强调了需要进一步研究的领域。
{"title":"Factors effecting the success of retrograde tibiopedal access and recanalization in infrapopliteal artery occlusions.","authors":"Cemal Aydın Gündoğmuş, Hande Özen Atalay, Vugar Samadli, Levent Oğuzkurt","doi":"10.4274/dir.2024.242833","DOIUrl":"10.4274/dir.2024.242833","url":null,"abstract":"<p><strong>Purpose: </strong>Peripheral arterial disease (PAD) is increasingly prevalent, particularly among the aging population. Retrograde tibiopedal access (RTPA) has emerged as a useful endovascular treatment for PAD. However, there is limited research examining factors that influence the efficacy of RTPA. To investigate factors affecting the access, crossing, and recanalization success rates of RTPA for infrapopliteal PAD treatment.</p><p><strong>Methods: </strong>A retrospective study was conducted on 720 patients who underwent endovascular treatment for PAD. Of these, 104 patients (mean age: 65.5 ± 16.2; 89 men) with 131 RTPA trials were included in the final evaluation. The disease and its duration, Rutherford score, smoking status, access site, and its occlusion status, access, crossing, and recanalization success were noted. Data were analyzed using Pearson's chi-square and Mann-Whitney U tests and multivariate logistic regression to evaluate the impact of various factors on success rates.</p><p><strong>Results: </strong>The access success rate was 82.6%, the crossing success rate was 95.4%, and the recanalization success rate was 74%. Access success was significantly higher when the dorsal pedal artery (DPA) was the access artery compared with the posterior tibial artery (91.3% vs. 74.2%, <i>P</i> = 0.009). Access success was notably lower in patients with thromboangiitis obliterans compared with patients with diabetes mellitus (DM) and non-DM atherosclerosis (68.6% vs. 90.3% and 80.3%, <i>P</i> = 0.019). Recanalization success was higher when the puncture site was non-occluded (76.7% vs. 53.5%, <i>P</i> = 0.023).</p><p><strong>Conclusion: </strong>The study suggests that RTPA is a generally effective and safe technique for infrapopliteal PAD treatment. The most favorable outcomes are observed in individuals with DM who have a non-occluded DPA at the puncture site. Recanalization success is only affected by the patency of the artery at the puncture site.</p><p><strong>Clinical significance: </strong>These findings offer targeted guidance for clinicians and highlight areas requiring further investigation.</p>","PeriodicalId":11341,"journal":{"name":"Diagnostic and interventional radiology","volume":" ","pages":"482-488"},"PeriodicalIF":1.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417898/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142153441","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Flow-diverting stents in the management of extracranial carotid artery aneurysms. 血流分流支架在颅内外颈动脉动脉瘤治疗中的应用。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-08 Epub Date: 2024-12-30 DOI: 10.4274/dir.2024.242946
Celal Cinar, Erol Akgul, Alperen Elek, Mahmut Kusbeci, Egemen Ozturk, Hasan Bilen Onan, Irem Islek, Mohammad Naim Forogh, Mohammad Nawas Nasiri, Ismail Oran

Purpose: This study aims to investigate the indications and therapeutic efficacy of flow-diverting stents (FDSs) in the management of extracranial carotid artery aneurysms (ECAAs) and dissections.

Methods: A retrospective analysis was conducted on 18 patients treated for ECAAs with an FDS between 2010 and 2024. Patient demographics, aneurysm characteristics, procedural details, and clinical and radiologic follow-up outcomes were extracted from medical records. Procedures were performed under general anesthesia using standard endovascular techniques. Patients received preoperative and postoperative antiplatelet therapy and were fully anticoagulated during the procedure. Follow- up assessments included digital subtraction angiography or computed tomography angiography at 6-12 months and clinical evaluations to monitor symptom resolution and complications.

Results: Eighteen patients, with an average age of 46.44 ± 17.54 years, underwent 19 endovascular interventions. Technical success was achieved in all cases. Single stent deployment was used in 15 aneurysms, and telescopic stent deployment in 7. Total occlusion of the aneurysm was achieved in 94.4% of cases. One patient required retreatment due to the separation of two overlapped telescopic stents. All patients were discharged within 2 days post-procedure, with symptomatic patients experiencing the complete resolution of symptoms. No complications or adverse events were reported during the follow-up period.

Conclusion: The endovascular treatment of ECAAs with FDSs appears to be a safe and effective alternative, achieving high technical success and positive clinical outcomes.

Clinical significance: The use of FDSs for treating ECAAs significantly improves patient outcomes with minimal complications.

目的:探讨血流分流支架(FDSs)治疗颈动脉颅外动脉瘤(ECAAs)及夹层的适应证及疗效。方法:回顾性分析2010 ~ 2024年18例经FDS治疗的ECAAs患者。从医疗记录中提取患者人口统计学、动脉瘤特征、手术细节以及临床和放射学随访结果。手术在全身麻醉下使用标准血管内技术进行。患者接受术前和术后抗血小板治疗,并在手术过程中进行充分的抗凝治疗。随访评估包括6-12个月的数字减影血管造影或计算机断层血管造影,以及监测症状缓解和并发症的临床评估。结果:18例患者接受19次血管内介入治疗,平均年龄46.44±17.54岁。在所有情况下都取得了技术上的成功。单支架置入术15例,套筒支架置入术7例。94.4%的病例实现了动脉瘤的完全闭塞。1例患者因两个重叠的伸缩支架分离而需要再次治疗。所有患者均在术后2天内出院,有症状的患者症状完全缓解。随访期间无并发症或不良事件发生。结论:血管内应用fds治疗ECAAs是一种安全有效的治疗方法,具有较高的技术成功率和良好的临床效果。临床意义:使用fds治疗ECAAs可显著改善患者预后,并发症最少。
{"title":"Flow-diverting stents in the management of extracranial carotid artery aneurysms.","authors":"Celal Cinar, Erol Akgul, Alperen Elek, Mahmut Kusbeci, Egemen Ozturk, Hasan Bilen Onan, Irem Islek, Mohammad Naim Forogh, Mohammad Nawas Nasiri, Ismail Oran","doi":"10.4274/dir.2024.242946","DOIUrl":"10.4274/dir.2024.242946","url":null,"abstract":"<p><strong>Purpose: </strong>This study aims to investigate the indications and therapeutic efficacy of flow-diverting stents (FDSs) in the management of extracranial carotid artery aneurysms (ECAAs) and dissections.</p><p><strong>Methods: </strong>A retrospective analysis was conducted on 18 patients treated for ECAAs with an FDS between 2010 and 2024. Patient demographics, aneurysm characteristics, procedural details, and clinical and radiologic follow-up outcomes were extracted from medical records. Procedures were performed under general anesthesia using standard endovascular techniques. Patients received preoperative and postoperative antiplatelet therapy and were fully anticoagulated during the procedure. Follow- up assessments included digital subtraction angiography or computed tomography angiography at 6-12 months and clinical evaluations to monitor symptom resolution and complications.</p><p><strong>Results: </strong>Eighteen patients, with an average age of 46.44 ± 17.54 years, underwent 19 endovascular interventions. Technical success was achieved in all cases. Single stent deployment was used in 15 aneurysms, and telescopic stent deployment in 7. Total occlusion of the aneurysm was achieved in 94.4% of cases. One patient required retreatment due to the separation of two overlapped telescopic stents. All patients were discharged within 2 days post-procedure, with symptomatic patients experiencing the complete resolution of symptoms. No complications or adverse events were reported during the follow-up period.</p><p><strong>Conclusion: </strong>The endovascular treatment of ECAAs with FDSs appears to be a safe and effective alternative, achieving high technical success and positive clinical outcomes.</p><p><strong>Clinical significance: </strong>The use of FDSs for treating ECAAs significantly improves patient outcomes with minimal complications.</p>","PeriodicalId":11341,"journal":{"name":"Diagnostic and interventional radiology","volume":" ","pages":"489-495"},"PeriodicalIF":1.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417920/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142902447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Diffusion kurtosis versus diffusion-weighted magnetic resonance imaging in differentiating clear cell renal cell carcinoma and renal angiomyolipoma with minimal fat: a comparative study. 弥散峰度与弥散加权磁共振成像鉴别透明细胞肾细胞癌和肾血管平滑肌脂肪瘤的比较研究。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-08 Epub Date: 2025-07-21 DOI: 10.4274/dir.2025.242880
Yarong Lin, Wenrong Zhu, Qingqiang Zhu

Purpose: To quantitatively compare the diagnostic values of conventional diffusion-weighted imaging and diffusion kurtosis imaging (DKI) in differentiating clear cell renal cell carcinoma (ccRCC) and renal angiomyolipoma with minimal fat (RAMF).

Methods: Sixty-eight patients with ccRCC and 18 patients with RAMF were retrospectively studied. For DKI and apparent diffusion coefficient (ADC), respiratory-triggered echo-planar imaging sequences were acquired in the axial plane (three b-values: 0, 1000, 2000 s/mm2; one b-value: 2000 s/mm2). Mean diffusivity (MD), fractional anisotropy (FA), mean kurtosis (MK), kurtosis anisotropy (KA), radial kurtosis (RK), and ADC were evaluated. The diagnostic efficacy of various diffusion parameters in predicting ccRCC and RAMF was compared.

Results: The ADC and MD values of ccRCCs were higher than those of RAMFs (P < 0.05), whereas comparable FA, MK, and KA values were observed between ccRCCs and RAMFs (P > 0.05). Moreover, the RK values of RAMFs were higher than those of ccRCCs (P < 0.05). Receiver operating characteristic (ROC) curve analyses showed that MD values had the highest diagnostic efficacy in differentiating ccRCCs from RAMFs. In pairwise comparisons of ROC curves and diagnostic efficacy, DKI parameters demonstrated better diagnostic accuracy than ADC in differentiating between ccRCCs and RAMFs (P < 0.05).

Conclusion: DKI analysis demonstrates superior performance than ADC analysis in differentiating ccRCC and RAMF.

Clinical significance: DKI technology may serve as an additional non-invasive biomarker for the differential diagnosis of renal tumor types.

目的:定量比较常规弥散加权成像(diffusion weighted imaging, DKI)与弥散峰度成像(diffusion kurtosis imaging, DKI)在鉴别透明细胞肾细胞癌(ccRCC)与肾血管平滑肌脂肪瘤(RAMF)中的诊断价值。方法:对68例ccRCC和18例RAMF患者进行回顾性分析。对于DKI和表观扩散系数(ADC),在轴向面获得呼吸触发回波平面成像序列(三个b值:0、1000、2000 s/mm2;一个b值:2000s /mm2)。评估平均扩散系数(MD)、分数各向异性(FA)、平均峰度(MK)、峰度各向异性(KA)、径向峰度(RK)和ADC。比较不同扩散参数对ccRCC和RAMF的诊断效果。结果:ccrcc的ADC、MD值高于RAMFs (P < 0.05), FA、MK、KA值与RAMFs相当(P < 0.05)。RAMFs的RK值高于ccrcc (P < 0.05)。受试者工作特征(ROC)曲线分析显示,MD值在鉴别ccrcc和RAMFs方面具有最高的诊断效能。在ROC曲线和诊断效能两两比较中,DKI参数对ccrcc和RAMFs的诊断准确性优于ADC (P < 0.05)。结论:DKI分析在鉴别ccRCC和RAMF方面优于ADC分析。临床意义:DKI技术可作为肾脏肿瘤类型鉴别诊断的另一种非侵入性生物标志物。
{"title":"Diffusion kurtosis versus diffusion-weighted magnetic resonance imaging in differentiating clear cell renal cell carcinoma and renal angiomyolipoma with minimal fat: a comparative study.","authors":"Yarong Lin, Wenrong Zhu, Qingqiang Zhu","doi":"10.4274/dir.2025.242880","DOIUrl":"10.4274/dir.2025.242880","url":null,"abstract":"<p><strong>Purpose: </strong>To quantitatively compare the diagnostic values of conventional diffusion-weighted imaging and diffusion kurtosis imaging (DKI) in differentiating clear cell renal cell carcinoma (ccRCC) and renal angiomyolipoma with minimal fat (RAMF).</p><p><strong>Methods: </strong>Sixty-eight patients with ccRCC and 18 patients with RAMF were retrospectively studied. For DKI and apparent diffusion coefficient (ADC), respiratory-triggered echo-planar imaging sequences were acquired in the axial plane (three <i>b</i>-values: 0, 1000, 2000 s/mm<sup>2</sup>; one <i>b</i>-value: 2000 s/mm<sup>2</sup>). Mean diffusivity (MD), fractional anisotropy (FA), mean kurtosis (MK), kurtosis anisotropy (KA), radial kurtosis (RK), and ADC were evaluated. The diagnostic efficacy of various diffusion parameters in predicting ccRCC and RAMF was compared.</p><p><strong>Results: </strong>The ADC and MD values of ccRCCs were higher than those of RAMFs (<i>P</i> < 0.05), whereas comparable FA, MK, and KA values were observed between ccRCCs and RAMFs (<i>P</i> > 0.05). Moreover, the RK values of RAMFs were higher than those of ccRCCs (<i>P</i> < 0.05). Receiver operating characteristic (ROC) curve analyses showed that MD values had the highest diagnostic efficacy in differentiating ccRCCs from RAMFs. In pairwise comparisons of ROC curves and diagnostic efficacy, DKI parameters demonstrated better diagnostic accuracy than ADC in differentiating between ccRCCs and RAMFs (<i>P</i> < 0.05).</p><p><strong>Conclusion: </strong>DKI analysis demonstrates superior performance than ADC analysis in differentiating ccRCC and RAMF.</p><p><strong>Clinical significance: </strong>DKI technology may serve as an additional non-invasive biomarker for the differential diagnosis of renal tumor types.</p>","PeriodicalId":11341,"journal":{"name":"Diagnostic and interventional radiology","volume":" ","pages":"416-422"},"PeriodicalIF":1.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417911/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144674146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
New imaging techniques and trends in radiology. 放射学的新成像技术和趋势。
IF 1.7 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-09-08 Epub Date: 2025-01-16 DOI: 10.4274/dir.2024.242926
Mecit Kantarcı, Sonay Aydın, Hayri Oğul, Volkan Kızılgöz

Radiography is a field of medicine inherently intertwined with technology. The dependency on technology is very high for obtaining images in ultrasound (US), computed tomography (CT), and magnetic resonance imaging (MRI). Although the reduction in radiation dose is not applicable in US and MRI, advancements in technology have made it possible in CT, with ongoing studies aimed at further optimization. The resolution and diagnostic quality of images obtained through advancements in each modality are steadily improving. Additionally, technological progress has significantly shortened acquisition times for CT and MRI. The use of artificial intelligence (AI), which is becoming increasingly widespread worldwide, has also been incorporated into radiography. This technology can produce more accurate and reproducible results in US examinations. Machine learning offers great potential for improving image quality, creating more distinct and useful images, and even developing new US imaging modalities. Furthermore, AI technologies are increasingly prevalent in CT and MRI for image evaluation, image generation, and enhanced image quality.

放射照相术是一个与技术密不可分的医学领域。在超声(US)、计算机断层扫描(CT)和磁共振成像(MRI)中获取图像对技术的依赖性非常高。虽然降低辐射剂量并不适用于US和MRI,但技术的进步使其在CT中成为可能,正在进行的研究旨在进一步优化。通过每种模式的进步所获得的图像的分辨率和诊断质量正在稳步提高。此外,技术进步大大缩短了CT和MRI的采集时间。人工智能(AI)的使用在世界范围内变得越来越普遍,也被纳入放射照相。该技术可以在超声检查中产生更准确和可重复的结果。机器学习为提高图像质量、创建更清晰、更有用的图像、甚至开发新的美国成像模式提供了巨大的潜力。此外,人工智能技术在CT和MRI中越来越普遍,用于图像评估、图像生成和增强图像质量。
{"title":"New imaging techniques and trends in radiology.","authors":"Mecit Kantarcı, Sonay Aydın, Hayri Oğul, Volkan Kızılgöz","doi":"10.4274/dir.2024.242926","DOIUrl":"10.4274/dir.2024.242926","url":null,"abstract":"<p><p>Radiography is a field of medicine inherently intertwined with technology. The dependency on technology is very high for obtaining images in ultrasound (US), computed tomography (CT), and magnetic resonance imaging (MRI). Although the reduction in radiation dose is not applicable in US and MRI, advancements in technology have made it possible in CT, with ongoing studies aimed at further optimization. The resolution and diagnostic quality of images obtained through advancements in each modality are steadily improving. Additionally, technological progress has significantly shortened acquisition times for CT and MRI. The use of artificial intelligence (AI), which is becoming increasingly widespread worldwide, has also been incorporated into radiography. This technology can produce more accurate and reproducible results in US examinations. Machine learning offers great potential for improving image quality, creating more distinct and useful images, and even developing new US imaging modalities. Furthermore, AI technologies are increasingly prevalent in CT and MRI for image evaluation, image generation, and enhanced image quality.</p>","PeriodicalId":11341,"journal":{"name":"Diagnostic and interventional radiology","volume":" ","pages":"505-517"},"PeriodicalIF":1.7,"publicationDate":"2025-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12417918/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143001886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
期刊
Diagnostic and interventional radiology
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