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2D-cranial T1-black-blood MRI in suspected giant cell arteritis-measurement of vessel wall thickness does not give a diagnostic advantage compared to visual scoring alone. 疑似巨细胞性动脉的2d -颅t1 -黑血MRI -测量血管壁厚度与单独的视觉评分相比并不能提供诊断优势。
Pub Date : 2025-07-01 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1597938
Pascal Seitz, Susana Bucher, Lukas Bütikofer, Britta Maurer, Harald Marcel Bonel, Fabian Lötscher, Luca Seitz

Objectives: To compare two established scoring schemes for the 2D-T1-weighted "black-blood" MRI sequence (T1-BB) for superficial cranial arteries (SCA) in the diagnosis of giant cell arteritis (GCA).

Methods: Ten arterial segments were evaluated in T1-BB images with two different methods: a visual semiquantitative scheme (T1-BB-VISUAL) and a composite scheme that included both the semiquantitative assessment and a quantitative wall thickness measurement (T1-BB-COMP). The expert clinical diagnosis after ≥6 months of follow-up was the diagnostic reference standard. Diagnostic accuracy and agreement on the segment and patient levels were evaluated for the two different rating schemes.

Results: Retrospectively, 151 consecutive patients with clinically suspected GCA were included. The study cohort consisted of 82 patients with and 69 without GCA. For the T1-BB-COMP and the T1-BB-VISUAL, the sensitivity was 81.7% vs. 87.8% (p = 0.025), the specificity was 91.3% vs. 88.4% (p = 0.16) and the proportion of correct diagnoses was 86.1% vs. 88.1% (p = 0.26), respectively. The overall agreement between the two methods for 1,201 rated arterial segments was very good at 91.6% with a kappa of 0.80. The agreement was higher for segments with a larger calibre than for smaller segments: common superficial temporal arteries 98.0%, occipital arteries 93.2%, frontal branches 89.8% and parietal branches 86.9%. The correlation of wall thickness measurements between readers was strong (Spearman's rho of 0.68). The time needed to apply the T1-BB-VISUAL was about half as long as for the T1-BB-COMP (4.5 vs. 8.95 minutes).

Conclusion: In suspected GCA, the additional measurement of the wall thickness of SCAs in 2D-T1-BB MRI does not lead to a better diagnostic performance compared to visual semiquantitative scoring alone. Visual scoring is preferred due to higher efficiency and reliability.

目的:比较两种已建立的脑浅动脉(SCA) 2d - t1加权“黑血”MRI序列(T1-BB)在巨细胞动脉炎(GCA)诊断中的评分方案。方法:采用视觉半定量方案(T1-BB- visual)和半定量评估和定量壁厚测量的复合方案(T1-BB- comp)两种不同的方法对T1-BB图像中的10条动脉段进行评估。随访≥6个月专家临床诊断为诊断参考标准。对两种不同的评分方案进行了诊断准确性和对节段和患者水平的一致性评估。结果:回顾性分析了151例临床怀疑为GCA的患者。研究队列包括82例GCA患者和69例非GCA患者。T1-BB-COMP和T1-BB-VISUAL的敏感性分别为81.7%和87.8% (p = 0.025),特异性分别为91.3%和88.4% (p = 0.16),正确诊断率分别为86.1%和88.1% (p = 0.26)。两种方法在1,201个额定动脉段的总体一致性非常好,为91.6%,kappa为0.80。口径较大的节段的一致性高于较小的节段:颞浅动脉共98.0%,枕动脉93.2%,额支89.8%,顶叶支86.9%。读者之间壁厚测量的相关性很强(Spearman’s rho为0.68)。施用T1-BB-VISUAL所需的时间约为T1-BB-COMP的一半(4.5分钟对8.95分钟)。结论:对于疑似GCA,在2D-T1-BB MRI中额外测量SCAs壁厚与单独的视觉半定量评分相比并不能带来更好的诊断效果。由于效率和可靠性较高,视觉评分是首选。
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引用次数: 0
Editorial: Women in radiology: neuroimaging and neurotechnology. 社论:放射学中的女性:神经成像和神经技术。
Pub Date : 2025-06-30 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1643898
Laura Elin Pigott, Katya Mileva, Laura Mancini
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引用次数: 0
Spinal lesions: a comprehensive radiologic overview. 脊柱病变:综合放射学综述。
Pub Date : 2025-06-27 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1577840
Zahin Alam, Mohammed Usman Syed, Tausif Ahmed Siddiqui, Aditya Gunturi, Brij Reddy, Zarah Alam, Akm A Rahman

Spinal lesions encompass a diverse range of pathologies, including primary and secondary tumors, infectious processes, vascular malformations, traumatic injuries, and degenerative conditions, each with distinct imaging characteristics crucial for accurate diagnosis and management. Imaging plays vital roles in assessing lesion morphology, anatomical localization, and neurological impact, guiding clinical decision-making and therapeutic planning. This review systematically explores spinal lesions based on their anatomical compartments, highlighting key radiological features and providing a comprehensive reference for radiologists.

脊柱病变包括多种病理,包括原发性和继发性肿瘤、感染性病变、血管畸形、创伤性损伤和退行性疾病,每一种病变都有不同的影像学特征,对准确诊断和治疗至关重要。影像学在评估病变形态、解剖定位和神经影响、指导临床决策和治疗计划方面发挥着重要作用。本综述系统地探讨了基于其解剖区室的脊柱病变,突出了关键的放射学特征,并为放射科医生提供了全面的参考。
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引用次数: 0
A comparative analysis of CT angiography and echocardiography in the evaluation of chest findings in patients with interrupted aortic arch. CT血管造影与超声心动图评价主动脉弓中断患者胸部表现的比较分析。
Pub Date : 2025-06-26 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1616112
Zhanar Moldakhanova, Raushan Rakhimzhanova, Tairkhan Dautov, Lazzat Bastarbekova, Bauyrzhan Kaliyev, Assel Almussina, Aizhan Zhankorazova, Nurmakhan Zholshybek

Interrupted aortic arch (IAA) is a rare congenital cardiovascular anomaly characterized by the absence of continuity between the ascending and descending aorta, often accompanied by congenital heart defects such as ventricular septal defects and patent ductus arteriosus. Accurate preoperative imaging is essential for surgical planning and patient management. This study aimed to compare the diagnostic accuracy of echocardiography and computed tomography angiography (CTA) in evaluating thoracic findings in patients with IAA. A retrospective analysis was conducted on 58 patients (median age: 18 days) diagnosed with IAA between September 2020 and January 2023 at the Heart Center, University Medical Center, Astana, Kazakhstan. Conventional echocardiography and multislice CTA were performed using standardized protocols. Sensitivity, specificity, and other diagnostic performance metrics were calculated. Statistical comparisons were made using McNemar's and Wilcoxon signed-rank tests, with p < 0.05 considered significant. Echocardiography correctly identified 91.4% of IAA cases, while CTA achieved 100% sensitivity and specificity. McNemar's test revealed a significant difference in diagnostic performance favoring CTA (p < 0.05). Measurements of the ascending aorta diameter showed no statistically significant difference between the two modalities (p = 0.09). IAA was predominantly type A (48.3%) and type B (46.6%), with hypoplastic ascending aorta identified in 34.5% of patients. Echocardiography remains a practical initial imaging modality for IAA, offering portability and cost-effectiveness. However, CTA demonstrated superior diagnostic accuracy and anatomical resolution, making it the preferred tool for detailed preoperative evaluation and surgical planning. Future studies with larger cohorts and additional modalities could further refine diagnostic strategies for IAA.

主动脉弓中断(IAA)是一种罕见的先天性心血管异常,其特征是升降主动脉之间缺乏连续性,通常伴有先天性心脏缺陷,如室间隔缺损和动脉导管未闭。准确的术前影像对手术计划和患者管理至关重要。本研究旨在比较超声心动图和计算机断层血管造影(CTA)在评估IAA患者胸部表现方面的诊断准确性。对2020年9月至2023年1月期间在哈萨克斯坦阿斯塔纳大学医学中心心脏中心诊断为IAA的58例患者(中位年龄:18天)进行了回顾性分析。常规超声心动图和多层CTA采用标准化方案。计算敏感性、特异性和其他诊断性能指标。采用McNemar和Wilcoxon有符号秩检验进行统计学比较,p p p = 0.09)。IAA主要为A型(48.3%)和B型(46.6%),34.5%的患者发现升主动脉发育不全。超声心动图仍然是IAA的一种实用的初始成像方式,具有便携性和成本效益。然而,CTA显示出优越的诊断准确性和解剖分辨率,使其成为详细的术前评估和手术计划的首选工具。未来有更大的队列和其他方式的研究可以进一步完善IAA的诊断策略。
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引用次数: 0
New technique for direct targeting of the ventral intermediate nucleus using magnetic resonance-guided focused ultrasound. 磁共振引导聚焦超声直接靶向腹侧中间核的新技术。
Pub Date : 2025-06-11 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1588379
Juan Ángel Aibar-Duran, Rodrigo Akira Watanabe, Nathan J McDannold, G Rees Cosgrove

Background: Accurate targeting and lesion placement are critical in treating movement disorders with magnetic resonance-guided focused ultrasound (MRgFUS). Indirect atlas-based targeting often lacks precision. Direct anatomical targeting with 3T MRI offers a promising alternative. This report aims to refine MRgFUS thalamotomy by integrating advanced imaging and lesion conformality strategies.

Material and methods: Preoperative and postoperative white matter null (WMn) MR-imaging was employed for direct Vim detection. Essential anatomical landmarks are identified. Dual-lesion conformality was used to adapt to the spatial distribution of the Vim.

Results: Lesions of the Vim were identifiable using the postoperative WMn MRI sequence. The direct visualization of the Vim usually avoids extension into the internal capsule and the sensory thalamic nucleus. Sagittal imaging confirmed the dual-lesion conformational strategy which conforms to the antero-superior orientation of the Vim.

Conclusions: Direct Vim targeting for MRgFUS is feasible for individual cases with the use of WMnMPRAGE MRI sequences. The use of lesion conformality adapts well to the anatomical and spatial distribution of Vim. Further studies will be needed to confirm the safety profile of this approach and correlate with clinical outcomes.

背景:在磁共振引导聚焦超声(MRgFUS)治疗运动障碍中,准确的定位和病灶放置是至关重要的。基于地图集的间接定位往往缺乏精确性。直接解剖定位与3T MRI提供了一个很有前途的选择。本报告旨在通过整合先进的成像和病变一致性策略来完善MRgFUS丘脑切开术。材料与方法:术前、术后采用白质无影(WMn)核磁共振成像直接检测Vim。基本解剖标志被确定。采用双病灶共形来适应Vim的空间分布。结果:使用术后WMn MRI序列可识别Vim病变。Vim的直接可视化通常避免延伸到内囊和感觉丘脑核。矢状位成像证实了双病变构象策略,符合Vim的前上位。结论:使用WMnMPRAGE MRI序列,直接Vim靶向MRgFUS在个别病例中是可行的。病灶一致性的使用很好地适应了Vim的解剖和空间分布。需要进一步的研究来证实这种方法的安全性及其与临床结果的相关性。
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引用次数: 0
Case Report: Anomalous drainage vein sampling for diagnosing aldosterone-producing lesions undetectable by segmental adrenal venous sampling in a two-case series. 病例报告:异常引流静脉取样诊断醛固酮产生的病变无法检测的节段性肾上腺静脉取样在两个病例系列。
Pub Date : 2025-06-10 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1567779
Hiromitsu Tannai, Sota Oguro, Hiroki Kamada, Yuta Tezuka, Yoshikiyo Ono, Kei Omata, Kei Takase

Adrenal vein sampling (AVS) is the gold standard for subtyping primary aldosteronism (PA). However, through conventional AVS, unilateral PA may be misdiagnosed as bilateral PA. Compared with conventional AVS, segmental AVS with additional sampling in adrenal tributaries can detect aldosterone-producing adenomas (APAs) with higher sensitivity. Herein, we describe two cases wherein high aldosterone levels were not detected through initial segmental AVS but were identified in anomalous drainage veins during the second AVS session. In Case 1, computed tomography (CT) during left adrenal arteriovenography revealed a fine renal capsular vein connecting an adrenal nodule to the third lumbar vein. Sampling in this vein during the second AVS revealed high aldosterone levels. The surgical specimen showed the presence of an 11 mm APA. Furthermore, Case 2 presented with bilateral small adrenal nodules; bilateral renal capsular vein sampling was performed during the second AVS session. The samples from the renal capsular vein connected to the renal vein revealed considerably high aldosterone levels. Left adrenalectomy revealed the presence of a 6 mm aldosterone-producing nodule. These cases highlight the importance of anomalous drainage vein sampling, the limitation of conventional and segmental AVS in diagnosing PA, and the utility of CT during adrenal arteriovenography for estimating the drainage route.

肾上腺静脉取样(AVS)是原发性醛固酮增多症(PA)分型的金标准。然而,通过常规AVS,单侧PA可能被误诊为双侧PA。与传统的AVS相比,在肾上腺支管内额外取样的节段AVS检测醛固酮生成腺瘤(APAs)的灵敏度更高。在此,我们描述了两个病例,其中高醛固酮水平未通过初始节段AVS检测到,但在第二次AVS期间在异常引流静脉中被发现。病例1,左肾上腺动静脉造影时的计算机断层扫描(CT)显示一条细肾包膜静脉连接肾上腺结节和第三腰椎静脉。在第二次AVS期间,静脉采样显示高醛固酮水平。手术标本显示有11mm的APA。此外,病例2表现为双侧小肾上腺结节;在第二次AVS期间进行双侧肾包膜静脉采样。连接肾静脉的肾包膜静脉的样本显示相当高的醛固酮水平。左肾上腺切除术显示一个6mm的醛固酮产生结节。这些病例强调了异常引流静脉取样的重要性,常规和分段AVS诊断PA的局限性,以及肾上腺动静脉造影中CT对估计引流路径的应用。
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引用次数: 0
Case Report: A comprehensive case study on aggressive high-grade urothelial carcinoma of bladder that transforms into enteric-type adenocarcinoma along with an integrated treatment approach. 病例报告:一个侵袭性高级别膀胱尿路上皮癌转化为肠型腺癌的综合病例研究以及综合治疗方法。
Pub Date : 2025-06-09 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1586440
Neha Rahul, Manishimwe Jules, Induni Nayodhara Weerarathna, Anurag Luharia, Prashik Dube

Bladder cancer is a malignant tumour with a high morbidity and mortality rate in the world. Moreover, it is the most prevalent as well as commonly diagnosed in older individuals, with a median age of 73 years, and it has been reported that the most frequently seen histological type of bladder cancer was urothelial carcinoma. We present a unique case of a 44-year-old female with enteric-type adenocarcinoma, a rare and aggressive bladder cancer. Her symptoms included frequent micturition (Urination) and hematuria (blood in urine), at which point she was diagnosed with High-grade urothelial carcinoma. The malignancy worsened despite cycles of treatment requiring extensive surgery. After further tests, it was found that she had urothelial carcinoma with features of intestinal tissue (tissue of the intestine) and that the disease had infiltrated into nearby blood vessels and nerves. Radiation therapy was recommended to decrease the risk of local recurrence after surgery. The challenges in treating such a patient and the positive aspects this approach can give are highlighted in a case report.

膀胱癌是世界上发病率和死亡率较高的恶性肿瘤。此外,它在老年人中最普遍,也最常被诊断出来,中位年龄为73岁,据报道,最常见的膀胱癌的组织学类型是尿路上皮癌。我们报告一例44岁女性肠型腺癌,一种罕见的侵袭性膀胱癌。她的症状包括尿频和血尿,此时她被诊断为高级别尿路上皮癌。恶性肿瘤恶化,尽管周期治疗需要广泛的手术。进一步检查后,发现她患有以肠组织(肠组织)为特征的尿路上皮癌,并已浸润到附近的血管和神经。建议放射治疗以降低手术后局部复发的风险。在治疗这样的病人的挑战和积极的方面,这种方法可以给一个病例报告强调。
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引用次数: 0
Editorial: Recent advances in pediatric neuroradiology. 社论:儿童神经放射学的最新进展。
Pub Date : 2025-06-03 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1632995
Sahar Ahmad, Yunzhi Huang, Ye Wu
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引用次数: 0
Role of Lipiodol® lymphangiography in the diagnosis and management of post-operative chylous ascites. Lipiodol®淋巴管造影在术后乳糜腹水诊断和治疗中的作用。
Pub Date : 2025-06-02 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1537744
Alexis Litchinko, E Monnard, C Tappero, B Egger

Introduction: Chylous ascites, defined as the pathological accumulation of lymphatic fluid in the peritoneal cavity, presents significant challenges due to the lack of standardized treatment protocols. This study evaluates the dual diagnostic and therapeutic role of Lipiodol® lymphangiography in managing post-operative chylous ascites, with a focus on its potential to inform modern interventional strategies.

Materials and methods: A retrospective review was conducted of four patients treated for post-operative chylous ascites at our institution between 2017 and 2023. These patients, who developed refractory chylous ascites following oncological surgeries involving radical lymphadenectomy, underwent Lipiodol® lymphangiography. Diagnostic findings, therapeutic outcomes, and procedural details were analyzed.

Results: Lipiodol® lymphangiography demonstrated a dual function, providing precise anatomical localization of lymphatic leaks while facilitating therapeutic embolization due to its viscosity. All four patients achieved resolution of chylous ascites following lymphangiography alone, with a 100% success rate after the first attempt. No complications were reported within 30 days post-procedure, underscoring the safety of this minimally invasive technique.

Conclusions: Lipiodol® lymphangiography represents an effective diagnostic and therapeutic modality for post-operative chylous ascites, offering a minimally invasive alternative to traditional surgical interventions. By elucidating the pathway for both diagnosis and treatment, this study highlights its potential role in establishing standardized protocols for managing this complex condition.

乳糜腹水是指淋巴液在腹膜腔内的病理性积聚,由于缺乏标准化的治疗方案,乳糜腹水的治疗面临重大挑战。本研究评估了lipodol®淋巴管造影在治疗术后乳糜腹水中的双重诊断和治疗作用,重点关注其为现代介入策略提供信息的潜力。材料与方法:回顾性分析我院2017 - 2023年收治的4例术后乳糜腹水患者。这些患者在包括根治性淋巴结切除术的肿瘤手术后出现难治性乳糜腹水,接受了lipodol®淋巴管造影。分析诊断结果、治疗结果和手术细节。结果:Lipiodol®淋巴管造影显示出双重功能,提供精确的淋巴泄漏解剖定位,同时由于其粘度促进治疗栓塞。所有4例患者均通过单独的淋巴管造影解决了乳糜腹水,第一次尝试后成功率为100%。手术后30天内无并发症报告,强调了这种微创技术的安全性。结论:Lipiodol®淋巴管造影是术后乳糜腹水的有效诊断和治疗方式,是传统手术干预的微创选择。通过阐明诊断和治疗的途径,本研究强调了其在建立管理这种复杂疾病的标准化方案方面的潜在作用。
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引用次数: 0
Use of artificial intelligence in the management of stroke: scoping review. 人工智能在中风管理中的应用:范围综述。
Pub Date : 2025-05-23 eCollection Date: 2025-01-01 DOI: 10.3389/fradi.2025.1593397
Nicolas Melo Sierra, Erwin Hernando Hernández Rincón, Gabriela Alejandra Osorio Betancourt, Paula Andrea Ramos Chaparro, Diana Marcela Diaz Quijano, Samuel David Barbosa, Michel Hernandez Restrepo, Gustavo Uriza Sinisterra
<p><strong>Introduction: </strong>Stroke is a condition that is more predominant in developed countries. However, it continues to be considered a high-cost health pathology worldwide, both in the medium and long term. Therefore, diagnosis, treatment, and rehabilitation are vital. Additionally, the assistance of artificial intelligence in these three principles has been increasing, given its effectiveness and efficiency in performance.</p><p><strong>Objective: </strong>This study analyzes the available evidence regarding the use of artificial intelligence in primary care for stroke patients.</p><p><strong>Methods: </strong>A scoping review was conducted on three indexed databases, Science Direct, Web of Science, and PubMed, resulting in the identification of 1,382 articles. Initially, these terms were filtered on the basis of the year of publication and language. A second distinction was subsequently made through the title and abstract of each publication.</p><p><strong>Results: </strong>A total of 33 articles summarizing 5 categories were selected: healthcare from a general point of view; stroke prediction; the diagnosis and treatment of both stroke and its sequelae; the risk of death in the poststroke period; and the assistance of AI in some specialties related to the disease.</p><p><strong>Conclusion: </strong>Artificial intelligence has the potential to improve stroke care, but more research is still needed to evaluate its performance in clinical practice.</p><p><strong>Introducción: </strong>El accidente cerebrovascular es una condición predominante en los países desarrollados. A pesar de esto, es una patología de salud de alto costo en todo el mundo, tanto a mediano como a largo plazo. Por lo tanto, el diagnóstico, el tratamiento y la rehabilitación son de vital importancia. Por lo anterior, la asistencia de la inteligencia artificial en estos tres principios ha ido en aumento, dada su eficacia y eficiencia en el desempeño.</p><p><strong>Objetivo: </strong>Este estudio analiza la evidencia disponible sobre el uso de la Inteligencia Artificial en la atención primaria para el accidente cerebrovascular.</p><p><strong>Métodos: </strong>Se realizó una revisión tipo Scoping Review en tres bases de datos indexadas: Science Direct, Web of Science y PubMed, lo que resultó en la identificación de 1,382 artículos. Inicialmente, estos se filtraron en función del año de publicación y el idioma. Posteriormente, se realizó una segunda distinción a través del título y el resumen de cada publicación.</p><p><strong>Resultados: </strong>Se seleccionaron un total de 33 artículos, que se seleccionaron en 5 categorías: atención médica desde un punto de vista general; predicción de accidente cerebrovascular; diagnóstico y tratamiento tanto del accidente cerebrovascular como de sus secuelas; riesgo de muerte en el período posterior al accidente cerebrovascular; y finalmente, la asistencia de la Inteligencia Artificial en algunas especialidades relacionadas con la e
中风是一种发达国家更为常见的疾病。然而,从中期和长期来看,它在世界范围内仍然被认为是一种高成本的健康病理。因此,诊断、治疗和康复至关重要。此外,鉴于人工智能在性能上的有效性和效率,人工智能在这三个原则中的辅助作用也在不断增加。目的:本研究分析了在脑卒中患者初级保健中使用人工智能的现有证据。方法:对Science Direct、Web of Science和PubMed三个索引数据库进行了范围综述,最终确定了1382篇文章。最初,这些术语是根据出版年份和语言进行筛选的。第二个区别随后通过每个出版物的标题和摘要进行。结果:共收录文献33篇,共分为5类:一般角度的医疗保健;中风的预测;脑卒中及其后遗症的诊断与治疗;中风后时期的死亡风险;以及人工智能在一些与疾病相关的专业领域的帮助。结论:人工智能具有改善脑卒中护理的潜力,但仍需要更多的研究来评估其在临床实践中的表现。Introducción: El accident cerebrovascular es una condición dominant en los países desarrollados。一个pesar de esto, es una patología de salud de alto costto en todo el mundo, tanto A mediano como A large plaza。可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的可怜的rehabilitación穷穷穷,穷穷穷,穷穷穷,穷穷穷,穷穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷,穷穷。目的:对人工智能技术在原发性意外脑血管病atención中的应用进行回顾性分析。m.m.: Se realizó una revisión tipo Scoping Review en tres bases de datos indexadas: Science Direct, Web of Science y PubMed, lo que resultó en la identificación de 1382 artículos。最初,estos发现过滤膜为función del año de publicación。之后,请参见realizó una secunda distinción和通过excel resumen de cada publicación获得的数据。结果:总选择次数为33次artículos,总选择次数为5次categorías: atención总选择次数为1次,总选择次数为1次;Predicción意外脑血管;Diagnóstico意外性脑血管并发症的治疗;小儿猝死症período后脑意外性脑血管;最后,“人工智能的辅助”(la assistencia de la intelligigencia artificialalgas,特别是关系的辅助)将被引入。Conclusión: La intelligigencia Artificial tiene el potential de mejorar La atención del accidental cerebrovascular, pero aún se necitan más investigaciones para evaluar su desempeño en La práctica clínica。
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引用次数: 0
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Frontiers in radiology
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