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Hermes. 爱马仕。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-19 DOI: 10.1007/s00247-025-06459-0
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引用次数: 0
Prenatal diagnosis of fetal left transverse venous sinus thrombosis with intracranial hemorrhage: imaging findings and short-term outcome. 胎儿左横静脉窦血栓形成合并颅内出血的产前诊断:影像学表现和近期预后。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-19 DOI: 10.1007/s00247-025-06475-0
Mehmet Can Keven, Emine Esin Yalınbaş, Zafer Bütün, Sermin Tok, Ersin Töret, Sevgi Yimenicioğlu

This report presents the prenatal imaging findings and short-term clinical outcome of a rare case of fetal cerebral sinovenous thrombosis, along with a brief review of the literature. A 31-year-old pregnant Afghan woman at 34 weeks of gestation (gravida 3, para 0, abortion 2) presented to the hospital with complaints of decreased fetal movement. Fetal cranial ultrasonography revealed a thick-walled, avascular, hypoechoic, mass-like lesion (17×18×18 mm) extending from the left foramen of Monro to the superior aspect of the thalamus and displacing the body of the left lateral ventricle. Fetal cranial magnetic resonance imaging (MRI) suggested subacute hemorrhage and demonstrated hyperintensity in the left transverse venous sinus, indicative of thrombosis. Serial follow-up revealed stability of the lesion; however, at 36 weeks, an emergency cesarean section was performed due to fetal distress. Postnatal cranial MRI and magnetic resonance venography (MRV) confirmed left transverse venous sinus thrombosis with subacute hemorrhage. The newborn received enoxaparin therapy for 3 months, remained clinically stable, and had no neurological deficits at the 4-month follow-up. Fetal intracranial hemorrhage has a broad differential diagnosis, and accurate identification of the underlying etiology is critical for prognosis and management. Fetal cerebral sinovenous thrombosis should be considered in the differential diagnosis when mass-like hemorrhagic lesions are detected on prenatal imaging. While short-term outcomes may be favorable in the absence of additional cranial pathology, the long-term prognosis remains uncertain.

本文报告了一例罕见的胎儿脑静脉血栓形成的产前影像学表现和短期临床结果,并简要回顾了相关文献。一名31岁的阿富汗孕妇在妊娠34周(妊娠3,第0段,流产2)到医院就诊,主诉胎儿胎动减少。胎儿颅超声显示一厚壁、无血管、低回声、肿块样病变(17×18×18 mm),从左Monro孔延伸至丘脑上侧,移位左侧侧脑室体。胎儿颅磁共振成像(MRI)提示亚急性出血,左横静脉窦高信号,提示血栓形成。连续随访显示病变稳定;然而,在36周时,由于胎儿窘迫,进行了紧急剖宫产手术。产后头颅MRI及磁共振静脉造影证实左横静脉窦血栓形成伴亚急性出血。新生儿接受依诺肝素治疗3个月,临床稳定,随访4个月无神经功能缺损。胎儿颅内出血具有广泛的鉴别诊断,准确识别潜在的病因对预后和治疗至关重要。产前影像学检查发现肿块样出血性病变时,应考虑胎儿脑静脉血栓形成的鉴别诊断。虽然在没有额外颅脑病理的情况下,短期结果可能是有利的,但长期预后仍不确定。
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引用次数: 0
Balancing radiation dose and image quality in infants on photon-counting CT for pediatric cardiac imaging: comparing 70 kV and 120 kV protocols. 平衡辐射剂量和图像质量在婴儿光子计数CT上用于儿童心脏成像:比较70千伏和120千伏方案。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-18 DOI: 10.1007/s00247-025-06467-0
Nolan H Dang, Wei Zhou, Gladys M Arguello Fletes, Jason P Weinman, LaDonna J Malone

Background: Photon-counting CT (PCCT) has the potential to improve diagnosis and reduce radiation exposure in pediatric congenital heart disease. Early data in pediatric patients has shown advantages of advanced post-processing techniques that are currently only available with high kilovolt (kV) protocols.

Objective: The purpose of our study was to compare image quality and radiation dose for low kV (70) and high kV (120) protocols in patients weighing under 10 kg.

Methods: In this IRB-approved retrospective review of ultra-high pitch cardiac CT scans in patients under 10 kg, we evaluated two protocols on a PCCT scanner: low kV (70) and high kV (120). Patient demographics, contrast-to-noise ratio in aorta and pulmonary artery, and subjective image quality scores using a 5-point Likert scale were evaluated by two readers in addition to radiation dose comparison.

Results: Fifty-eight scans were included, 28 in the 70 kV cohort and 30 in the 120 kV cohort. Median age was 0.17 years for 70 kV and 0.33 years for 120 kV and weight was 4.5 kg for 70 kV and 5.4 kg for 120 kV. Contrast-to-noise ratios (aorta 14.8 vs 17.8, P=0.6) and Likert scores for aorta (median 5 for both groups, P=0.2) were similar for both protocols. Radiation dose was significantly lower in the 70 kV group with CTDI of 0.13 mGy vs 0.25 mGy for 120 kV (P<0.001).

Conclusion: A 70 kV protocol shows promise for reducing radiation dose in infants with similar image quality compared to the 120 kV protocol, although advanced spectral reconstructions would not be available.

背景:光子计数CT (PCCT)有可能提高儿童先天性心脏病的诊断和减少辐射暴露。儿科患者的早期数据显示了先进的后处理技术的优势,这些技术目前仅适用于高千伏(kV)方案。目的:我们研究的目的是比较低kV(70)和高kV(120)方案对体重低于10 kg的患者的图像质量和辐射剂量。方法:在这项经irb批准的10公斤以下患者的超高频心脏CT扫描回顾性研究中,我们评估了两种PCCT扫描仪方案:低kV(70)和高kV(120)。除了辐射剂量比较外,还由两名读者评估患者人口统计学、主动脉和肺动脉的对比噪声比以及使用5分Likert量表的主观图像质量评分。结果:包括58次扫描,其中28次在70千伏队列中,30次在120千伏队列中。70千伏的平均年龄为0.17岁,120千伏的为0.33岁,70千伏的为4.5公斤,120千伏的为5.4公斤。两种方案的对比噪声比(主动脉14.8 vs 17.8, P=0.6)和主动脉Likert评分(两组中位数为5,P=0.2)相似。在CTDI为0.13 mGy的70 kV组中,辐射剂量明显低于120 kV组的0.25 mGy(结论:与120 kV方案相比,70 kV方案有望以相似的图像质量降低婴儿的辐射剂量,尽管无法获得先进的光谱重建。
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引用次数: 0
Clinical and neuroimaging features of familial hemophagocytic lymphohistiocytosis. 家族性噬血细胞淋巴组织细胞病的临床和神经影像学特征。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-18 DOI: 10.1007/s00247-025-06454-5
Mona Gamalludin Alkaphoury, Shaimaa AbdelSattar Mohammad, Noura Bahaa ElDien Farghal, Heba Gomaa Abdelraheem Ali, Iman Ahmed Ragab

Background: Hemophagocytic lymphohistiocytosis is a non-malignant immune regulation disorder, with activation of uncontrolled inflammatory processes and multiorgan damage; primary hemophagocytic lymphohistiocytosis is genetic.

Objectives: To analyze clinical and brain magnetic resonance imaging features in children with familial hemophagocytic lymphohistiocytosis.

Materials and methods: This retrospective study included 28 children with molecularly confirmed hemophagocytic lymphohistiocytosis. Clinical and laboratory manifestations at initial presentation and upon reactivation were recorded. Routine brain magnetic resonance imaging scans were reviewed and severity scores were calculated for different molecular types.

Results: Eleven (39.4%) children presented with neurological symptoms, 13 (46.4%) with developmental delays, and four with altered levels of consciousness. Lesions predominated in white matter (39.3% subcortical, 35.7% periventricular, and 7.1% central), although 25% had gray matter involvement; 78.6% of the cases presented with cerebral volume loss. Brain stem, cerebellar, and meningeal involvement were observed in 14.3%, 25%, and 7.1%, respectively. The most common mutations were in UNC13D (53.6%), PRF (21.4%), RAB27A (17.9%), and STBXP2 (7.1%); of the children with these mutations, neurological symptoms were observed in 20%, 50%, 80%, and 50%, respectively. Central nervous system reactivation was more prevalent in patients with RAB27A mutations (60%). White matter changes were noted in 16.7% of PRF cases, predominantly involving central regions, whereas 80% of RAB27A cases exhibited periventricular white matter abnormalities. RAB27A mutations were associated with higher white matter severity scores, whereas UNC13D mutations had higher cerebral atrophy scores.

Conclusion: Variable imaging manifestations were observed in familial hemophagocytic lymphohistiocytosis, with white matter involvement predominating. Patients with RAB27A mutations had more frequent clinical and imaging-based neurological involvement.

背景:噬血细胞性淋巴组织细胞增多症是一种非恶性免疫调节障碍,具有激活不受控制的炎症过程和多器官损伤;原发性噬血细胞性淋巴组织细胞病是遗传性的。目的:分析儿童家族性噬血细胞淋巴组织细胞病的临床和脑磁共振成像特点。材料和方法:本回顾性研究纳入28例经分子证实的噬血细胞性淋巴组织细胞病患儿。记录首发和再激活时的临床和实验室表现。回顾常规脑磁共振成像扫描并计算不同分子类型的严重程度评分。结果:11例(39.4%)患儿表现为神经系统症状,13例(46.4%)患儿表现为发育迟缓,4例患儿表现为意识水平改变。病变以白质为主(39.3%皮质下,35.7%脑室周围,7.1%中央),尽管有25%的灰质受累;78.6%的病例表现为脑容量减少。脑干、小脑和脑膜受累分别为14.3%、25%和7.1%。最常见的突变为UNC13D(53.6%)、PRF(21.4%)、RAB27A(17.9%)和STBXP2 (7.1%);在这些突变的儿童中,分别有20%、50%、80%和50%的人出现神经系统症状。中枢神经系统再激活在RAB27A突变患者中更为普遍(60%)。16.7%的PRF病例出现白质改变,主要累及中央区域,而80%的RAB27A病例表现为心室周围白质异常。RAB27A突变与较高的白质严重性评分相关,而UNC13D突变与较高的脑萎缩评分相关。结论:家族性噬血细胞淋巴组织细胞病的影像学表现多样,以累及白质为主。RAB27A突变的患者有更频繁的临床和影像学神经系统受累。
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引用次数: 0
The apparent diffusion coefficient as a potential radiological biomarker of malignant transformation in retinoblastoma: a case report. 视扩散系数作为视网膜母细胞瘤恶性转化的潜在放射学生物标志物:1例报告。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-18 DOI: 10.1007/s00247-025-06451-8
Sonia De Francesco, Paolo Galluzzi, Tommaso Padula, Giovanni Rubegni, Pierluigi De Marzo, Mario Fruschelli, Doris Hadjistilianou

We report a unique case of malignant transformation in a retinocytoma monitored using magnetic resonance imaging (MRI). This case is notable for a distinct drop in apparent diffusion coefficient (ADC) values that correlated with clinical transformation to retinoblastoma. This is the first report to highlight a change in ADC as a radiological marker of malignant conversion in retinocytoma. This finding suggests the potential role of ADC in prognostic assessment and risk stratification for patients with retinocytoma.

我们报告一个独特的情况下恶性转化的视网膜细胞瘤监测使用磁共振成像(MRI)。该病例的明显弥散系数(ADC)值的下降与临床向视网膜母细胞瘤的转变有关。这是第一个强调ADC变化作为视网膜细胞瘤恶性转化的放射学标志的报告。这一发现提示ADC在视网膜细胞瘤患者的预后评估和风险分层中的潜在作用。
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引用次数: 0
Multivendor comparison study of artificial intelligence software for automated fracture detection in paediatric patients. 儿童骨折自动检测人工智能软件的多厂商比较研究。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-18 DOI: 10.1007/s00247-025-06461-6
Irmhild Altmann-Schneider, Léa S Geiger, Christian J Kellenberger, Fraser Callaghan, Michelle Seiler

Background: Evidence for artificial intelligence (AI)-assisted paediatric fracture detection is limited. External validation and comparison of AI software are required before reliable use in clinical practice.

Objective: To evaluate and compare the performance of three commercially available AI software for detecting posttraumatic findings in paediatric patients.

Materials and methods: This retrospective study assessed three AI software using radiographs of children aged 2-17 years who presented to the emergency department after trauma. Radiographs of the lower leg, forearm, and elbow were included between January 2014 and January 2024 (lower leg), March 2022 and January 2024 (forearm), and July 2019 and January 2024 (elbow). Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated for fractures, effusions, and dislocations.

Results: A total of 3,013 patients with 3,414 radiographs were included: 1,074 lower leg (mean age 6.6 years), 1,142 forearm (7.4 years), and 1,198 elbow (7.5 years). All AI tools demonstrated high performance for lower leg and forearm radiographs, with sensitivity of 88.4-94.7%, specificity 93.6-99.2%, PPV 94.5-99.2%, and NPV 91.6-95.6%. In contrast, performance for elbow radiographs was reduced (sensitivity 72.8-91.6%, specificity 80.3-98.7%), with the lowest PPV of 86.1% and NPV of 79.5%. Sensitivity was notably reduced for specific paediatric fracture types, elbow effusions (posterior fat pad sign 40.6-82.3%), and dislocations (54.2-93.8%), with significant differences between AI software.

Conclusions: AI tools show promise for paediatric fracture detection, particularly in lower leg and forearm radiographs. Awareness of their limitations is essential for safe clinical use.

背景:人工智能(AI)辅助儿科骨折检测的证据有限。人工智能软件在临床实践中可靠使用之前,需要进行外部验证和比较。目的:评价和比较三种市售人工智能软件用于检测儿科患者创伤后症状的性能。材料和方法:本回顾性研究使用创伤后2-17岁儿童的x线片评估了三种人工智能软件。2014年1月至2024年1月(下肢)、2022年3月至2024年1月(前臂)、2019年7月至2024年1月(肘部)的下肢、前臂和肘部x线片被纳入研究。计算骨折、积液和脱位的敏感性、特异性、阳性预测值(PPV)和阴性预测值(NPV)。结果:共纳入3,013例患者的3,414张x线片:1,074例下肢(平均年龄6.6岁),1,142例前臂(7.4岁)和1,198例肘部(7.5岁)。所有人工智能工具在下肢和前臂x线片上表现优异,灵敏度为88.4-94.7%,特异性为93.6-99.2%,PPV为94.5-99.2%,NPV为91.6-95.6%。相比之下,肘部x线片的表现下降(敏感性72.8-91.6%,特异性80.3-98.7%),最低PPV为86.1%,NPV为79.5%。对于特定儿科骨折类型、肘关节积液(后脂肪垫征40.6-82.3%)和脱位(54.2-93.8%)的敏感性明显降低,不同AI软件之间存在显著差异。结论:人工智能工具有望用于儿科骨折检测,特别是在小腿和前臂x线片中。认识到它们的局限性对于安全临床使用至关重要。
{"title":"Multivendor comparison study of artificial intelligence software for automated fracture detection in paediatric patients.","authors":"Irmhild Altmann-Schneider, Léa S Geiger, Christian J Kellenberger, Fraser Callaghan, Michelle Seiler","doi":"10.1007/s00247-025-06461-6","DOIUrl":"https://doi.org/10.1007/s00247-025-06461-6","url":null,"abstract":"<p><strong>Background: </strong>Evidence for artificial intelligence (AI)-assisted paediatric fracture detection is limited. External validation and comparison of AI software are required before reliable use in clinical practice.</p><p><strong>Objective: </strong>To evaluate and compare the performance of three commercially available AI software for detecting posttraumatic findings in paediatric patients.</p><p><strong>Materials and methods: </strong>This retrospective study assessed three AI software using radiographs of children aged 2-17 years who presented to the emergency department after trauma. Radiographs of the lower leg, forearm, and elbow were included between January 2014 and January 2024 (lower leg), March 2022 and January 2024 (forearm), and July 2019 and January 2024 (elbow). Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated for fractures, effusions, and dislocations.</p><p><strong>Results: </strong>A total of 3,013 patients with 3,414 radiographs were included: 1,074 lower leg (mean age 6.6 years), 1,142 forearm (7.4 years), and 1,198 elbow (7.5 years). All AI tools demonstrated high performance for lower leg and forearm radiographs, with sensitivity of 88.4-94.7%, specificity 93.6-99.2%, PPV 94.5-99.2%, and NPV 91.6-95.6%. In contrast, performance for elbow radiographs was reduced (sensitivity 72.8-91.6%, specificity 80.3-98.7%), with the lowest PPV of 86.1% and NPV of 79.5%. Sensitivity was notably reduced for specific paediatric fracture types, elbow effusions (posterior fat pad sign 40.6-82.3%), and dislocations (54.2-93.8%), with significant differences between AI software.</p><p><strong>Conclusions: </strong>AI tools show promise for paediatric fracture detection, particularly in lower leg and forearm radiographs. Awareness of their limitations is essential for safe clinical use.</p>","PeriodicalId":19755,"journal":{"name":"Pediatric Radiology","volume":" ","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145541762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Ultrasound findings of abdominal compartment syndrome after omphalocele repair. 脐膨出修复术后腹膜间室综合征的超声表现。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-17 DOI: 10.1007/s00247-025-06468-z
Priscilla de Souza Pires, Roger Cortada Lluelles, Jesus Arenos

Abdominal compartment syndrome is a life-threatening condition caused by elevated intra-abdominal pressure, leading to impaired organ perfusion and dysfunction. In pediatric patients-especially neonates-diagnosis is challenging due to non-specific signs and limited clinical awareness. Pediatric abdominal compartment syndrome remains underrepresented in the literature, with few published cases and no standardized guidelines for diagnosis or management in this age group. We report the case of a premature newborn from a twin pregnancy who developed abdominal compartment syndrome following surgical repair of an omphalocele, emphasizing the value of ultrasound as an effective tool for the diagnosis and monitoring of abdominal compartment syndrome. This report contributes to the limited evidence available, highlighting the need for vigilance in similar high-risk scenarios, as early recognition and timely intervention are crucial to prevent irreversible damage.

腹膜间室综合征是一种危及生命的疾病,由腹内压升高引起,导致器官灌注受损和功能障碍。在儿科患者中,尤其是新生儿,由于非特异性体征和有限的临床意识,诊断是具有挑战性的。小儿腹膜间室综合征在文献中的代表性仍然不足,发表的病例很少,也没有标准化的诊断或治疗指南。我们报告一例双胎妊娠的早产儿,在脐膨出手术修复后出现腹膜间室综合征,强调超声作为诊断和监测腹膜间室综合征的有效工具的价值。本报告对现有的有限证据作出了贡献,强调了在类似的高风险情况下保持警惕的必要性,因为早期识别和及时干预对于防止不可逆转的损害至关重要。
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引用次数: 0
Charting normative reference values and Z-scores for MRI-derived in vivo placental growth. 绘制了体内胎盘生长的mri标准参考值和z分数。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-15 DOI: 10.1007/s00247-025-06469-y
Marin Jacobwitz, Julius Ngwa, Kushal Kapse, Catherine Limperopoulos, Nickie Andescavage

Background: In vivo placental volume derived from magnetic resonance imaging (MRI) is a novel imaging tool to evaluate the placenta during pregnancy, as the placenta is difficult to access throughout gestation. There is a paucity of established standardized normative raw values and Z-scores for in vivo placental volume based on MRI.

Objective: To establish normative references for in vivo placental MRI-based volumes derived from a large cohort of healthy pregnant women carrying healthy fetuses throughout gestation.

Materials and methods: Healthy pregnant women with healthy singleton pregnancies greater than 16 weeks gestation were enrolled in a longitudinal, prospective observational study. In total, 313 placental MRIs were analyzed from 209 pregnant women. In-vivo placentas were manually segmented to derive volumes and Z-scores. Means, standard deviations, and percentiles for normative reference raw values were calculated using weekly gestational age (GA) bins. Placental volume Z-scores were calculated based on 2-week GA bins using means and standard deviations.

Results: Normative reference placental volumes from 209 subjects (313 scans) with median GA 31.43 [8.86] weeks are presented in weekly and bi-weekly GA bins. Using 2-week GA intervals, 95% of placental volume Z-scores were within ±2 standard deviations of the population mean.

Conclusion: This data provides established normative in vivo raw and Z-score values derived from placental MRI. The value of accessing the placenta in vivo through MRI has become increasingly recognized, as the importance of the placenta in fetal and postnatal health is now more widely known. Establishing normative reference values for the in vivo placenta throughout gestation benefits both the clinical and scientific communities.

背景:由于胎盘在整个妊娠期难以接近,磁共振成像(MRI)获得的体内胎盘体积是一种评估妊娠期间胎盘的新型成像工具。目前还缺乏基于MRI的体内胎盘体积的标准化标准原始值和z评分。目的:为大量健康孕妇在整个妊娠期间携带健康胎儿的体内胎盘mri容积建立规范参考。材料和方法:健康的单胎妊娠大于16周的健康孕妇被纳入一项纵向、前瞻性观察研究。总共分析了209名孕妇的313张胎盘核磁共振成像。人工分割体内胎盘以获得体积和z分数。使用周胎龄(GA)箱计算标准参考原始值的平均值、标准差和百分位数。胎盘体积z评分基于2周的GA箱,采用均值和标准差计算。结果:209名受试者(313次扫描)的标准参考胎盘体积,中位GA为31.43[8.86]周,分为每周一次和两周一次的GA箱。使用2周的GA间隔,95%的胎盘体积z评分在总体平均值的±2个标准差范围内。结论:该数据提供了由胎盘MRI得出的标准体内原始值和z评分值。随着胎盘在胎儿和产后健康中的重要性现在被更广泛地了解,通过MRI进入体内胎盘的价值已经越来越得到认可。建立整个妊娠期体内胎盘的规范参考值对临床和科学界都有好处。
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引用次数: 0
Towards automated fetal brain biometry reporting for 3-dimensional T2-weighted 0.55-3T magnetic resonance imaging at 20-40 weeks gestational age range. 在20-40周胎龄范围内进行三维t2加权0.55-3T磁共振成像的自动胎儿脑生物测定报告。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-14 DOI: 10.1007/s00247-025-06403-2
Aysha Luis, Alena Uus, Jacqueline Matthew, Sophie Arulkumaran, Alexia Egloff Collado, Vanessa Kyriakopoulou, Sara Neves Silva, Jordina Aviles Verdera, Megan Hall, Simi Bansal, Sarah McElroy, Kathleen Colford, Jo Hajnal, Jana Hutter, Lisa Story, Mary Rutherford
<p><strong>Background: </strong>The detailed assessment of fetal brain maturation and development involves morphological evaluation, gyration analysis, and reliable biometric measurements. Manual measurements on conventional 2-D magnetic resonance imaging (MRI) are affected by fetal motion, and there is no clear consensus regarding definitions for brain biometric parameters and anatomical landmark placements, making consistent reference plane and slice selection challenging. Automated biometry with 3-D slice-to-volume reconstruction (SVR) has the potential to improve the reliability of derived measurements, allowing precise quantification of fetal brain development. Previous published works have primarily focused on the technical feasibility of automated fetal brain biometry methods for T2-weighted (T2W) MRI. However, none have proposed solutions for automating the reporting of biometry results, which could enhance clinical utility and support real-time integration into routine clinical workflows. Furthermore, there is no consensus on a universal fetal biometry protocol for 3-D fetal MRI.</p><p><strong>Objective: </strong>To implement and validate a fully automated biometry reporting pipeline for 3-D T2W fetal brain MRI, based on deep learning biometry measurements and computation of z-scores and centiles, by comparison to normative growth charts.</p><p><strong>Materials and methods: </strong>Automated extraction of 13 routinely reported linear fetal biometry measurements using deep learning localization of anatomical landmarks in 3-D reconstructed T2W brain images based on 3-D UNet and presentation of the results in an .html report with centile calculation. The automated biometry method was quantitatively evaluated on 90 retrospective cases against expert manual measurements. Additionally, the fully automated, end-to-end biometry reporting pipeline was prospectively evaluated on 111 cases across a wide range of gestational ages, field strengths, and scanning parameters. We also generated normal centile ranges for 19-40 weeks GA range from 406 normal control datasets.</p><p><strong>Results: </strong>The retrospective quantitative evaluation demonstrated good agreement with manual measurements, with the maximum absolute difference between automated vs. manual measurement within a 1-3-mm range. In the prospective evaluation, more than 98% of landmark placements were graded as acceptable for interpretation and measurements. The processing time of the pipeline was less than 5 min per case, with measurements and centiles available at the time of reporting. Inspection of the automated landmark placement and computed biometrics took 1-3 min per case. The generated normative growth charts demonstrate strong correlation with the trends in the previously reported works.</p><p><strong>Conclusion: </strong>Our approach is the first to develop a fully automated biometry reporting pipeline for 3-D T2-weighted fetal MRI which integrates deep learning-based meas
背景:胎儿大脑成熟和发育的详细评估包括形态学评估、旋转分析和可靠的生物测量。传统二维磁共振成像(MRI)的人工测量受到胎儿运动的影响,并且对于脑生物特征参数和解剖地标位置的定义没有明确的共识,使得一致的参考平面和切片选择具有挑战性。带有3-D切片-体积重建(SVR)的自动生物计量技术有可能提高衍生测量的可靠性,允许对胎儿大脑发育进行精确量化。先前发表的作品主要集中在用于t2加权(T2W) MRI的自动胎儿脑生物测量方法的技术可行性上。然而,没有人提出自动化报告生物测量结果的解决方案,这可以提高临床效用并支持实时集成到常规临床工作流程中。此外,对于3d胎儿MRI的通用胎儿生物测定方案还没有达成共识。目的:通过与标准生长图的比较,实现并验证基于深度学习生物测量和z分数和百分位数计算的3d T2W胎儿脑MRI全自动生物测量报告管道。材料和方法:利用基于3d UNet的三维重建T2W脑图像的解剖标志的深度学习定位,自动提取13例常规报告的线性胎儿生物测量数据,并将结果呈现在带有位数计算的.html报告中。在90例回顾性病例中对自动生物测量方法进行了定量评估,与专家手工测量结果进行了对比。此外,对111例患者进行了全自动化的端到端生物识别报告流程的前瞻性评估,这些患者的胎龄、场强度和扫描参数都很广。我们还从406个正常对照数据集中生成了19-40周GA范围的正常百分位范围。结果:回顾性定量评估显示与人工测量结果很好地吻合,在1-3毫米范围内,自动测量与人工测量之间的最大绝对差异。在前瞻性评估中,超过98%的地标放置被评为可接受的解释和测量。管道的处理时间在每个案例中不到5分钟,在报告时可以获得测量和百分位数。每个病例的自动地标放置和计算机生物识别检查耗时1-3分钟。生成的标准增长图表显示与先前报道的作品中的趋势有很强的相关性。结论:我们的方法是第一个为3-D t2加权胎儿MRI开发全自动生物计量报告管道,该管道集成了基于深度学习的测量,百分位和z分数计算与规范生长图表和报告生成。
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引用次数: 0
Pediatric hydrocephalus and imaging evaluation of ventriculomegaly in the emergency setting. 小儿脑积水和脑室肿大的急诊影像评价。
IF 2.3 3区 医学 Q2 PEDIATRICS Pub Date : 2025-11-13 DOI: 10.1007/s00247-025-06397-x
Ali A Elzieny, Elodie Pace-Soler, Anna Kalathil Thomas, Bindu N Setty

Hydrocephalus is a frequently encountered neurological disorder of cerebrospinal fluid (CSF) physiology or dynamics, resulting in the abnormal enlargement of CSF spaces and often presenting with signs and symptoms of raised intracranial pressure. The etiology of hydrocephalus is numerous, regardless of the model used to understand its pathophysiology. Differentiating ventricular enlargement due to hydrocephalus or parenchymal atrophy can be difficult in pediatric patients, but certain imaging signs could help differentiate the two entities. The management of hydrocephalus aims to restore normal CSF dynamics, alleviate symptoms, and prevent long-term neurological complications with the help of ventricular drains and shunts. In this review, we will cover the updated pathophysiology, key etiologies, characteristic imaging findings of acute hydrocephalus and its complications, thus providing practical guidance for pediatric radiology fellows and radiologists in emergency settings.

脑积水是一种常见的脑脊液生理或动力学的神经系统疾病,可导致脑脊液间隙异常增大,常表现为颅内压升高的体征和症状。脑积水的病因是多种多样的,不管用什么模型来理解其病理生理。在儿科患者中,区分脑积水引起的脑室增大或脑实质萎缩是很困难的,但某些影像学征象可以帮助区分这两种情况。脑积水的治疗旨在恢复正常的脑脊液动力学,减轻症状,并在脑室引流和分流的帮助下预防长期的神经系统并发症。在这篇综述中,我们将介绍急性脑积水及其并发症的最新病理生理学、主要病因、特征性影像学表现,从而为儿科放射学研究员和急诊放射科医生提供实用指导。
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Pediatric Radiology
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