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Perihematomal oligemia is associated with progression to ischemia and poor outcome in a subset of patients with intracerebral hemorrhage. 在一部分脑出血患者中,血肿周围低血症与进展为缺血和预后不良有关。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-12-04 DOI: 10.1007/s00330-024-11243-z
Enrico Fainardi, Giorgio Busto, Andrea Bernardoni, Alessandro Padovani, Ilaria Casetta, Andrea Morotti

Objectives: We aimed to characterize the longitudinal evolution of perihematomal oligemia in acute intracerebral hemorrhage (ICH).

Materials and methods: A single center prospectively collected cohort of 150 patients with primary spontaneous ICH were imaged with computed tomography perfusion within 6 h from onset (T0), at 24 h (T1) and at 7 days (T7). Perihematomal cerebral blood flow (pCBF) was measured in the manually outlined perihematomal low-density area and categorized into ischemic (< 20 mL/100 g/min), oligemic (20-39.9 mL/100 g/min), normal (40-55 mL/100 g/min) and hyperemic (> 55 mL/100 g/min).

Results: pCBF values were ischemic in 20.7%, oligemic 47.3%, normal in 17.3%, and hyperemic in 14.7% of patients at T0. All patients with T0 ischemia remained ischemic at T7, normal and hyperemic patients at T0 maintained good perfusion values at T7, whereas 46.5% of oligemic patients at T0 developed delayed perihematomal ischemia. In patients with T0 perihematomal oligemia, the risk of conversion into delayed ischemia at T7 was higher in those with pCBF < 30 mL/100 g/min (p < 0.001). A total of 42.7% patients had perihematomal ischemia at T7 and this profile correlated with poor outcome, regardless of baseline perfusion status.

Conclusion: Our findings suggest that perihematomal oligemia may not represent a benign entity and indicate that delayed perihematomal ischemia is common and associated with unfavorable outcome.

Key points: Question The natural history and longitudinal evolution of perihematomal oligemia over time in patients with intracerebral hemorrhage (ICH) remains to be established. Findings Conversion of baseline perihematomal oligemia into ischemia occurs in 46.5% of oligemic ICH patients at 7 days, where a total of 42.7% patients were ischemic. Clinical relevance Evolution of perihematomal oligemia into ischemia during the transition from hyperacute to subacute phases is common. ICH patients with perihemorrhagic cerebral blood flow values < 30 mL/100 g/min are at high risk of ischemic progression, which in turn contributes to poor outcome.

目的:我们旨在描述急性脑出血(ICH)患者血肿周围低血症的纵向演变。材料和方法:单中心前瞻性收集150例原发性自发性脑出血患者,在发病后6小时(T0)、24小时(T1)和7天(T7)进行计算机断层扫描灌注成像。在人工划出的血肿周围低密度区测量血肿周围脑血流(pCBF),并将其分类为缺血(55 mL/100 g/min)。结果:T0时pCBF值为缺血20.7%,缺血47.3%,正常17.3%,充血14.7%。所有T0缺血患者在T7时仍保持缺血状态,T0时正常和充血的患者在T7时保持良好的灌注值,而T0时46.5%的低血凝患者发生延迟性血肿周围缺血。在T0患者中,pCBF < 30 mL/100 g/min的患者在T7时转化为延迟性缺血的风险更高(p结论:我们的研究结果表明,血肿周围低血症可能不是良性的,并表明延迟性血肿周围缺血是常见的,并与不良预后相关。脑出血(ICH)患者血肿周围低血症的自然历史和随时间的纵向演变仍有待确定。46.5%的低血凝性脑出血患者在第7天发生基线血肿周围低血凝转化为缺血,其中共有42.7%的患者为缺血。临床意义在从高急性期到亚急性期的转变过程中,血肿周围少血演变为缺血是很常见的。脑出血患者出血周围脑血流值
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引用次数: 0
Radiological features of desmoid-type fibromatosis: a two-institution retrospective study.
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2025-01-31 DOI: 10.1007/s00330-024-11285-3
Tomoya Tanishima, Ryo Kurokawa, Miyuki Sone, Masahiko Kusumoto, Osamu Abe

Objectives: To characterize the radiological findings of desmoid-type fibromatosis (DF).

Methods: This two-institution retrospective study included 152 patients with pathologically confirmed DF who underwent computed tomography (CT), magnetic resonance imaging (MRI), or 18F-fluorodeoxyglucose-positron emission tomography (FDG-PET)/CT between January 2001 and February 2024. Two board-certified radiologists independently evaluated the CT, MRI, and FDG-PET/CT findings, and a third board-certified radiologist resolved discrepancies. Imaging was performed with and without contrast media: 70 patients underwent plain CT, 95 underwent contrast-enhanced (CE) CT, 115 patients underwent plain MRI examinations, 100 patients underwent CE-MRI, and 11 patients underwent FDG-PET/CT (most patients underwent several modalities).

Results: The median age of the patients was 40 years, with a female predominance (male, 39.5% vs female, 60.5%). Swelling or palpable mass was the most frequent symptom (78/152, 51.3%). Gross total resection of DF was performed in 57 patients, with a recurrence rate of 38.6% (22/57). Tumors were most frequently observed in the extra-abdominal region (79/152, 51.6%). Characteristic radiological features included intermediate intensity on T2-weighted imaging (112/113, 99.1%), intermediate-to-high intensity on T1-weighted imaging (109/111, 98.2%), substantial enhancement in the late phase on MRI (100/100, 100%), moderate to strong enhancement in the late phase on CT (18/20, 90%), and arterial penetration sign on CE-CT (25/96, 26.0%). The mean apparent diffusion coefficient (ADC) of DFs was 1.46 × 10-3 mm2/s (range, 1.00-2.20).

Conclusion: This study highlights the unique imaging features of DF, including the arterial penetration sign and high mean ADC values, which can aid in differentiating DF from other soft tissue tumors. These findings may improve preoperative diagnostic accuracy and reduce the need for invasive procedures.

Key points: Question Imaging findings of DF are not well-documented in large-scale studies. Findings This study identifies unique imaging features of DF, such as the arterial penetration sign and high mean ADC values. Clinical relevance These distinctive imaging characteristics improve diagnostic accuracy for DF and lead to appropriate patient management, as DF requires distinct treatment strategies.

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引用次数: 0
The impact of 3D real-IR delayed post gadolinium MRI parameterisation on the diagnostic performance and optimal descriptor selection in Ménière's disease. 三维real-IR延迟钆后MRI参数化对msamimni<e:1>病诊断性能和最佳描述符选择的影响。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-12-03 DOI: 10.1007/s00330-024-11218-0
Steve Connor, Irumee Pai, Philip Touska, David Price, Sebastien Ourselin, Joseph V Hajnal

Objectives: To compare the performance and optimal combination of MRI descriptors used for the diagnosis of Ménière's disease (MD) between a real-IR sequence with "zero-point" endolymph (ZPE), and an optimised real-IR sequence with negative signal endolymph (NSE).

Materials and methods: This retrospective single-centre cross-sectional study evaluated delayed post-gadolinium ZPE and NSE real-IR MRI in consecutive patients with Ménièriform symptoms (8/2020-10/2023). Two observers assessed 14 MRI descriptors. "Definite MD" (2015 criteria) and "all MD" ears (wider clinical criteria) were compared to controls. Cohen's kappa and risk ratios (RR) were evaluated for each descriptor. Forward stepwise logistic regression established which combination of descriptors best predicted MD.

Results: The study included 132 patients (57 men; mean age 57.7 ± 13.6), with 87 "all MD" (56 "definite") and 39 control ears. The NSE sequence demonstrated increased perilymph SNR, and improved both diagnostic performance and reliability for 9/14 descriptors. However, ZPE demonstrated superior diagnostic performance for the best descriptor of "saccule absent, large as or confluent with the utricle" (RR 6.571, ZPE; 6.300, NSE) and that of "asymmetric perilymphatic enhancement" (RR 3.628, ZPE; 2.903, NSE). Both sequences combined these two descriptors in the optimal predictive model for "definite MD", with "grade 2 cochlear hydrops" also significant for NSE. ZPE and NSE descriptor combinations both correctly classified 95.8% of ears. The ZPE descriptor combination performed better for "all MD" (ZPE, AUC-ROC 0.914; NSE, AUC-ROC 0.893).

Conclusion: Parameter optimisation with NSE Real-IR influenced the optimal selection of MRI descriptors but did not improve their diagnostic performance in definite MD.

Key points: Question Delayed post-gadolinium ZPE (FLAIR) and NSE (REAL-IR) sequences are widely applied for diagnosing MD, but their relative benefits remain unclear. Findings Optimised NSE sequences improve perilymphatic depiction and influence the selection of the optimal MRI descriptors, but do not improve diagnostic performance. Clinical relevance Radiologists may continue to apply either ZPE or NSE sequences since they offer similar diagnostic abilities, but the choice of the sequence will influence which MRI features should be evaluated to support the diagnosis of MD.

目的:比较具有“零点”内淋巴(ZPE)的real-IR序列与具有负信号内淋巴(NSE)的优化real-IR序列用于诊断msamenires病(MD)的性能和最佳组合。材料和方法:本回顾性单中心横断面研究评估了连续出现membrolizriform症状的患者(2020年8月- 2023年10月)延迟钆后ZPE和NSE real-IR MRI。两名观察员评估了14个MRI描述符。将“明确MD”(2015年标准)和“所有MD”(更广泛的临床标准)与对照组进行比较。评估每个描述符的科恩kappa和风险比(RR)。正向逐步逻辑回归确定了哪种描述符组合最能预测医学。结果:该研究纳入132例患者(57例男性;平均年龄57.7±13.6),全MD 87例(明确56例),对照组39例。NSE序列提高了淋巴周围信噪比,提高了9/14描述符的诊断性能和可靠性。然而,ZPE对“囊无、囊大或与胞囊汇合”的最佳描述具有优越的诊断性能(RR 6.571, ZPE;6.300, NSE)和“非对称淋巴周围增强”(RR 3.628, ZPE;2.903,分析了无)。这两个序列结合了这两个描述符,在“明确MD”的最佳预测模型中,“2级耳蜗积水”对NSE也有显著意义。ZPE和NSE描述符组合对耳朵的正确率均为95.8%。ZPE描述符组合对“全MD”表现较好(ZPE, AUC-ROC 0.914;Nse, auc-roc 0.893)。结论:NSE Real-IR的参数优化影响了MRI描述符的最佳选择,但并没有提高其对明确MD的诊断性能。延迟钆后ZPE (FLAIR)和NSE (Real-IR)序列被广泛应用于诊断MD,但它们的相对益处尚不清楚。优化的NSE序列改善了淋巴周围的描述,并影响了最佳MRI描述符的选择,但没有提高诊断性能。临床相关放射科医生可能会继续使用ZPE或NSE序列,因为它们提供类似的诊断能力,但序列的选择将影响应该评估哪些MRI特征来支持MD的诊断。
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引用次数: 0
Do we need to monitor B3 lesions? 我们需要监测 B3 病变吗?
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-10-01 DOI: 10.1007/s00330-024-11092-w
Maria Adele Marino, Antonio Portaluri, Carmelo Sofia
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引用次数: 0
Female interns are not choosing radiology as a career-national survey providing insights into gender imbalance. 女性实习生没有选择放射学作为职业--全国性调查提供了有关性别失衡的见解。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-08-23 DOI: 10.1007/s00330-024-10943-w
Lorraine Murray, Jennifer Ni Mhuircheartaigh

Objectives: Women are under-represented in Radiology, both globally and in Ireland. An annual review of the medical workforce in Ireland for the year 2021-2022 revealed that although the overall gender breakdown of trainees is similar, with 56% female and 44% male trainees, certain specialities have disproportionate numbers of a given gender. Females only account for 38% of Irish Radiology trainees, one of the lowest of all the specialties. The cause for this disparity is likely multifactorial, but a lack of interest in applying for Radiology training by female doctors is a possible cause. The objectives of this study were to identify specific factors that attract or deter intern doctors from considering a career in Radiology and to identify underlying gender-specific differences.

Materials and methods: Anonymous online surveys were distributed to 50% of the intern population in Ireland between May and June 2022. The survey included questions on demographics, prior radiology exposure, and dedicated multiple-choice questions for those either considering or not considering radiology, which were subdivided into potentially influencing factors.

Results: Two-hundred-seven interns responded giving a response rate of 48.3%, which totalled almost 25% of the interns in Ireland. For those interns considering radiology, significantly more male interns (n = 24/67, 35.8%) are considering radiology compared with females (n = 26/139, 18.71%), (p  < 0.009). Significantly more females were deterred by the perception of radiology as a male-based speciality (p < 0.004).

Conclusion: Significantly fewer females are considering radiology, deterred by physics knowledge, use of technology, and, significantly, by the perception of radiology as a male-dominated speciality.

Clinical relevance statement: This survey highlights important reasons that female interns are deterred from radiology. It will help direct future medical training and doctor recruitment policies, with a view to addressing the ongoing gender disparity in the Irish radiology workforce.

Key points: Women are under-represented in the Irish and global Radiology workforce. Female interns are dissuaded from Radiology as a career by their perception of Radiology as male-dominated. This survey will shape medical training and doctor recruitment policies to improve gender diversity in radiology.

目标:无论是在全球还是在爱尔兰,女性在放射学领域的代表性都不足。一项针对 2021-2022 年爱尔兰医务人员队伍的年度审查显示,虽然受训人员的总体性别分布相似,女性占 56%,男性占 44%,但某些专业的特定性别人数比例过高。女性仅占爱尔兰放射科受训人员的 38%,是所有专业中女性比例最低的专业之一。造成这种差异的原因可能是多方面的,但女医生对申请放射学培训缺乏兴趣可能是一个原因。本研究的目的是找出吸引或阻止实习医生考虑从事放射学职业的具体因素,并找出潜在的性别差异:2022 年 5 月至 6 月期间,向爱尔兰 50%的实习生发放了匿名在线调查问卷。调查内容包括人口统计学问题、之前接触放射学的情况,以及针对考虑或不考虑放射学的人的专门多选题,这些问题又被细分为潜在的影响因素:结果:27 名实习生做出了回复,回复率为 48.3%,占爱尔兰实习生总数的近 25%。在考虑从事放射科工作的实习生中,男性实习生(n = 24/67,35.8%)明显多于女性实习生(n = 26/139,18.71%),(p 结论:在考虑从事放射科工作的实习生中,女性实习生明显少于男性实习生:由于物理知识、技术使用以及认为放射学是男性主导的专业等原因,考虑从事放射学的女性人数明显减少:这项调查强调了女性实习生对放射学望而却步的重要原因。它将有助于指导未来的医学培训和医生招聘政策,以解决爱尔兰放射科劳动力中持续存在的性别差异问题:要点:女性在爱尔兰和全球放射科从业人员中的比例偏低。女性实习生认为放射学是男性主导的职业,从而对放射学望而却步。这项调查将有助于制定医学培训和医生招聘政策,以改善放射科的性别多样性。
{"title":"Female interns are not choosing radiology as a career-national survey providing insights into gender imbalance.","authors":"Lorraine Murray, Jennifer Ni Mhuircheartaigh","doi":"10.1007/s00330-024-10943-w","DOIUrl":"10.1007/s00330-024-10943-w","url":null,"abstract":"<p><strong>Objectives: </strong>Women are under-represented in Radiology, both globally and in Ireland. An annual review of the medical workforce in Ireland for the year 2021-2022 revealed that although the overall gender breakdown of trainees is similar, with 56% female and 44% male trainees, certain specialities have disproportionate numbers of a given gender. Females only account for 38% of Irish Radiology trainees, one of the lowest of all the specialties. The cause for this disparity is likely multifactorial, but a lack of interest in applying for Radiology training by female doctors is a possible cause. The objectives of this study were to identify specific factors that attract or deter intern doctors from considering a career in Radiology and to identify underlying gender-specific differences.</p><p><strong>Materials and methods: </strong>Anonymous online surveys were distributed to 50% of the intern population in Ireland between May and June 2022. The survey included questions on demographics, prior radiology exposure, and dedicated multiple-choice questions for those either considering or not considering radiology, which were subdivided into potentially influencing factors.</p><p><strong>Results: </strong>Two-hundred-seven interns responded giving a response rate of 48.3%, which totalled almost 25% of the interns in Ireland. For those interns considering radiology, significantly more male interns (n = 24/67, 35.8%) are considering radiology compared with females (n = 26/139, 18.71%), (p  < 0.009). Significantly more females were deterred by the perception of radiology as a male-based speciality (p < 0.004).</p><p><strong>Conclusion: </strong>Significantly fewer females are considering radiology, deterred by physics knowledge, use of technology, and, significantly, by the perception of radiology as a male-dominated speciality.</p><p><strong>Clinical relevance statement: </strong>This survey highlights important reasons that female interns are deterred from radiology. It will help direct future medical training and doctor recruitment policies, with a view to addressing the ongoing gender disparity in the Irish radiology workforce.</p><p><strong>Key points: </strong>Women are under-represented in the Irish and global Radiology workforce. Female interns are dissuaded from Radiology as a career by their perception of Radiology as male-dominated. This survey will shape medical training and doctor recruitment policies to improve gender diversity in radiology.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":"1197-1204"},"PeriodicalIF":4.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142035594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Interval breast cancer rates for tomosynthesis vs mammography population screening: a systematic review and meta-analysis of prospective studies. 断层合成与乳腺放射摄影人群筛查的乳腺癌间隔率:前瞻性研究的系统回顾和荟萃分析。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-10-03 DOI: 10.1007/s00330-024-11085-9
Sol Libesman, Tong Li, M Luke Marinovich, Anna Lene Seidler, Alberto Stefano Tagliafico, Nehmat Houssami

Objectives: We aimed to synthesise evidence from prospective studies of digital breast tomosynthesis (DBT) screening to assess its effectiveness compared to digital mammography (DM). Specifically, we examined whether DBT reduces interval cancer rates (ICRs) in population breast cancer screening.

Materials and methods: We performed a systematic review and meta-analysis of DBT screening studies (identified from January 2013 to March 2024). We included both RCTs and non-randomised prospective studies that used an independent comparison for our primary outcome ICRs. The risk of bias was assessed with QUADAS-2. We compared the ICR, cancer detection rate (CDR), and recall rate of DBT and DM screening using random effects meta-analysis models. Subgroup analyses estimated outcomes by study design. Sensitivity analyses estimated absolute effects from relative effects.

Results: Ten prospective studies (three RCTs, seven non-randomised) were eligible; all had a low risk of bias. There were 205,245 DBT-screened and 306,476 DM-screened participants with follow-up for interval cancer data. The pooled absolute ICR did not significantly differ between DBT and DM: -2.92 per 10,000 screens (95% CI: -6.39 to 0.54); however subsequent subgroup analysis indicated certain study designs may have biased this ICR estimate. Pooled ICR from studies that only sampled groups from the same time and region indicated DBT led to 5.50 less IC per 10,000 screens (95% CI: -9.47 to -1.54). Estimates from subgroup analysis that compared randomised and non-randomised trials did not significantly differ.

Conclusion: This meta-analysis provides suggestive evidence that DBT decreases ICR relative to DM screening; further evidence is needed to reduce uncertainty regarding ICR differences between DBT and DM.

Key points: Question Does DBT have long-term benefits over standard DM? Finding We find suggestive evidence in our primary analysis and stronger evidence in a follow-up analysis that DBT reduces interval cancers. Clinical relevance This meta-analysis provides the first indication that DBT may detect additional cancers that are clinically meaningful, based on suggestive evidence of a reduction in ICR. This finding does not preclude the simultaneous possibility of overdiagnosis.

目的:我们旨在综合数字乳腺断层合成(DBT)筛查前瞻性研究的证据,评估其与数字乳腺X光摄影(DM)相比的有效性。具体来说,我们研究了在人群乳腺癌筛查中,DBT是否降低了间期癌症发生率(ICRs):我们对 DBT 筛查研究(2013 年 1 月至 2024 年 3 月期间确定)进行了系统回顾和荟萃分析。我们纳入了对主要结果ICRs进行独立比较的RCT和非随机前瞻性研究。使用 QUADAS-2 评估了偏倚风险。我们使用随机效应荟萃分析模型比较了DBT和DM筛查的ICR、癌症检出率(CDR)和召回率。亚组分析按研究设计估算了结果。敏感性分析根据相对效应估算绝对效应:十项前瞻性研究(三项 RCT,七项非随机)符合条件;所有研究的偏倚风险都很低。有205245名DBT筛查参与者和306476名DM筛查参与者接受了癌症间期数据的随访。DBT 和 DM 的汇总绝对 ICR 没有显著差异:每 10,000 例筛查中-2.92(95% CI:-6.39 至 0.54);但随后的亚组分析表明,某些研究设计可能会使这一 ICR 估计值出现偏差。从仅对同一时间和同一地区的群体进行采样的研究中汇总的 ICR 表明,DBT 使每 10,000 次筛查中的 IC 减少了 5.50(95% CI:-9.47 至-1.54)。比较随机试验和非随机试验的亚组分析得出的估计值没有显著差异:这项荟萃分析提供了提示性证据,表明相对于 DM 筛查,DBT 可降低 ICR;需要进一步的证据来减少 DBT 和 DM 之间 ICR 差异的不确定性:问题 DBT与标准DM相比是否具有长期益处?结果 我们在主要分析中发现了提示性证据,并在后续分析中发现了更有力的证据,表明 DBT 可减少间期癌症。临床相关性 这项荟萃分析首次表明,基于减少间期癌的提示性证据,DBT 可能会发现更多具有临床意义的癌症。这一发现并不排除同时存在过度诊断的可能性。
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引用次数: 0
Preoperative prediction of diffuse glioma type and grade in adults: a gadolinium-free MRI-based decision tree. 成人弥漫性胶质瘤类型和分级的术前预测:基于无钆磁共振成像的决策树。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-10-19 DOI: 10.1007/s00330-024-11140-5
Aynur Azizova, Yeva Prysiazhniuk, Ivar J H G Wamelink, Marcus Cakmak, Elif Kaya, Pieter Wesseling, Philip C de Witt Hamer, Niels Verburg, Jan Petr, Frederik Barkhof, Vera C Keil

Objectives: To develop a gadolinium-free MRI-based diagnosis prediction decision tree (DPDT) for adult-type diffuse gliomas and to assess the added value of gadolinium-based contrast agent (GBCA) enhanced images.

Materials and methods: This study included preoperative grade 2-4 adult-type diffuse gliomas (World Health Organization 2021) scanned between 2010 and 2021. The DPDT, incorporating eleven GBCA-free MRI features, was developed using 18% of the dataset based on consensus readings. Diagnosis predictions involved grade (grade 2 vs. grade 3/4) and molecular status (isocitrate dehydrogenase (IDH) and 1p/19q). GBCA-free diagnosis was predicted using DPDT, while GBCA-enhanced diagnosis included post-contrast images. The accuracy of these predictions was assessed by three raters with varying experience levels in neuroradiology using the test dataset. Agreement analyses were applied to evaluate the prediction performance/reproducibility.

Results: The test dataset included 303 patients (age (SD): 56.7 (14.2) years, female/male: 114/189, low-grade/high-grade: 54/249, IDH-mutant/wildtype: 82/221, 1p/19q-codeleted/intact: 34/269). Per-rater GBCA-free predictions achieved ≥ 0.85 (95%-CI: 0.80-0.88) accuracy for grade and ≥ 0.75 (95%-CI: 0.70-0.80) for molecular status, while GBCA-enhanced predictions reached ≥ 0.87 (95%-CI: 0.82-0.90) and ≥ 0.77 (95%-CI: 0.71-0.81), respectively. No accuracy difference was observed between GBCA-free and GBCA-enhanced predictions. Group inter-rater agreement was moderate for GBCA-free (0.56 (95%-CI: 0.46-0.66)) and substantial for GBCA-enhanced grade prediction (0.68 (95%-CI: 0.58-0.78), p = 0.008), while substantial for both GBCA-free (0.75 (95%-CI: 0.69-0.80) and GBCA-enhanced (0.77 (95%-CI: 0.71-0.82), p = 0.51) molecular status predictions.

Conclusion: The proposed GBCA-free diagnosis prediction decision tree performed well, with GBCA-enhanced images adding little to the preoperative diagnostic accuracy of adult-type diffuse gliomas.

Key points: Question Given health and environmental concerns, is there a gadolinium-free imaging protocol to preoperatively evaluate gliomas comparable to the gadolinium-enhanced standard practice? Findings The proposed gadolinium-free diagnosis prediction decision tree for adult-type diffuse gliomas performed well, and gadolinium-enhanced MRI demonstrated only limited improvement in diagnostic accuracy. Clinical relevance Even inexperienced raters effectively classified adult-type diffuse gliomas using the gadolinium-free diagnosis prediction decision tree, which, until further validation, can be used alongside gadolinium-enhanced images to respect standard practice, despite this study showing that gadolinium-enhanced images hardly improved diagnostic accuracy.

目的开发基于无钆磁共振成像的成人型弥漫性胶质瘤诊断预测决策树(DPDT),并评估钆基造影剂(GBCA)增强图像的附加值:本研究包括2010年至2021年期间扫描的术前2-4级成人型弥漫性胶质瘤(世界卫生组织2021年版)。在共识读数的基础上,利用数据集的 18% 开发了 DPDT,其中包含 11 个不含 GBCA 的磁共振成像特征。诊断预测涉及等级(2 级与 3/4 级)和分子状态(异柠檬酸脱氢酶 (IDH) 和 1p/19q)。使用 DPDT 预测无 GBCA 诊断,而 GBCA 增强诊断包括对比后图像。三名具有不同神经放射学经验水平的评分员使用测试数据集对这些预测的准确性进行了评估。采用一致性分析来评估预测性能/可重复性:测试数据集包括 303 名患者(年龄(SD):56.7(14.2)岁,女性/男性:114/189,低级别/高级别:54/249,IDH-畸形/野生型:82/221,1p/19kb/mRNA:1/19kb/mRNA:1/19kb/mRNA:1/19kb:82/221, 1p/19q-codeleted/intact:34/269).每个评分者无 GBCA 预测的分级准确率≥ 0.85(95%-CI:0.80-0.88),分子状态准确率≥ 0.75(95%-CI:0.70-0.80),而 GBCA 增强预测的准确率分别≥ 0.87(95%-CI:0.82-0.90)和≥ 0.77(95%-CI:0.71-0.81)。无 GBCA 预测和 GBCA 增强预测之间未观察到准确性差异。对于无 GBCA(0.56 (95%-CI: 0.46-0.66))和 GBCA 增强分级预测(0.68 (95%-CI: 0.58-0.78),p = 0.008),组间评分者一致性为中度,而对于无 GBCA(0.75 (95%-CI: 0.69-0.80))和 GBCA 增强(0.77 (95%-CI: 0.71-0.82),p = 0.51)分子状态预测,组间评分者一致性为高度:结论:建议的无GBCA诊断预测决策树表现良好,GBCA增强图像对成人型弥漫性胶质瘤的术前诊断准确性几乎没有影响:问题 鉴于健康和环境问题,是否有一种无钆成像方案可用于术前评估胶质瘤,与钆增强标准做法相媲美?研究结果 针对成人型弥漫性胶质瘤提出的无钆诊断预测决策树表现良好,而钆增强 MRI 对诊断准确性的提高有限。临床相关性 尽管本研究显示钆增强图像几乎没有提高诊断准确性,但即使是缺乏经验的评分员也能使用无钆诊断预测决策树有效地对成人型弥漫性胶质瘤进行分类。
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引用次数: 0
Artificial intelligence in respiratory pandemics-ready for disease X? A scoping review. 人工智能在呼吸道流行病中的应用--为 X 病做好准备了吗?范围审查。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-11-21 DOI: 10.1007/s00330-024-11183-8
Jennifer Straub, Enrique Estrada Lobato, Diana Paez, Georg Langs, Helmut Prosch

Objectives: This study aims to identify repeated previous shortcomings in medical imaging data collection, curation, and AI-based analysis during the early phase of respiratory pandemics. Based on the results, it seeks to highlight essential steps for improving future pandemic preparedness.

Materials and methods: We searched PubMed/MEDLINE, Scopus, and Cochrane Reviews for articles published from January 1, 2000, to December 31, 2021, using the terms "imaging" or "radiology" or "radiography" or "CT" or "x-ray" combined with "SARS," "MERS," "H1N1," or "COVID-19." WHO and CDC Databases were searched for case definitions.

Results: Over the last 20 years, the world faced several international health emergencies caused by respiratory diseases such as SARS, MERS, H1N1, and COVID-19. During the same period, major technological advances enabled the analysis of vast amounts of imaging data and the continual development of artificial intelligence algorithms to support radiological diagnosis and prognosis. Timely availability of data proved critical, but so far, data collection attempts were initialized only as individual responses to each outbreak, leading to long delays and hampering unified guidelines and data-driven technology to support the management of pandemic outbreaks. Our findings highlight the multifaceted role of imaging in the early stages of SARS, MERS, H1N1, and COVID-19, and outline possible actions for advancing future pandemic preparedness.

Conclusions: Advancing international cooperation and action on these topics is essential to create a functional, effective, and rapid counteraction system to future respiratory pandemics exploiting state of the art imaging and artificial intelligence.

Key points: Question What has been the role of radiological data for diagnosis and prognosis in early respiratory pandemics and what challenges were present? Findings International cooperation is essential to developing an effective rapid response system for future respiratory pandemics using advanced imaging and artificial intelligence. Clinical relevance Strengthening global collaboration and leveraging cutting-edge imaging and artificial intelligence are crucial for developing rapid and effective response systems. This approach is essential for improving patient outcomes and managing future respiratory pandemics more effectively.

研究目的本研究旨在找出以往在呼吸道流行病早期阶段医学影像数据收集、整理和基于人工智能的分析中反复出现的不足之处。根据研究结果,本研究旨在强调改进未来大流行准备工作的基本步骤:我们使用 "成像 "或 "放射学 "或 "放射摄影 "或 "CT "或 "X-射线 "等术语,结合 "SARS"、"MERS"、"H1N1 "或 "COVID-19",检索了 PubMed/MEDLINE、Scopus 和 Cochrane Reviews 中 2000 年 1 月 1 日至 2021 年 12 月 31 日期间发表的文章。对世界卫生组织和中国疾病预防控制中心数据库中的病例定义进行了检索:在过去的 20 年中,世界面临着由 SARS、MERS、H1N1 和 COVID-19 等呼吸道疾病引发的多起国际紧急卫生事件。在同一时期,重大的技术进步使人们能够分析大量的成像数据,并不断开发人工智能算法来支持放射诊断和预后。事实证明,及时提供数据至关重要,但迄今为止,数据收集工作只是作为对每次疫情的个别反应而开始的,这导致了长时间的延误,并阻碍了支持大流行疫情管理的统一指导方针和数据驱动技术的发展。我们的研究结果强调了成像技术在 SARS、MERS、H1N1 和 COVID-19 早期阶段的多方面作用,并概述了推进未来大流行病防备工作的可能行动:结论:要利用最先进的成像技术和人工智能为未来的呼吸道流行病建立一个实用、有效和快速的应对系统,就必须在这些主题上推进国际合作和行动:问题 放射学数据在早期呼吸道流行病的诊断和预后中发挥了什么作用,存在哪些挑战?研究结果 国际合作对于利用先进的成像和人工智能为未来的呼吸道流行病开发有效的快速反应系统至关重要。临床意义 加强全球合作并利用尖端成像和人工智能对于开发快速有效的响应系统至关重要。这种方法对于改善患者预后和更有效地管理未来的呼吸道流行病至关重要。
{"title":"Artificial intelligence in respiratory pandemics-ready for disease X? A scoping review.","authors":"Jennifer Straub, Enrique Estrada Lobato, Diana Paez, Georg Langs, Helmut Prosch","doi":"10.1007/s00330-024-11183-8","DOIUrl":"10.1007/s00330-024-11183-8","url":null,"abstract":"<p><strong>Objectives: </strong>This study aims to identify repeated previous shortcomings in medical imaging data collection, curation, and AI-based analysis during the early phase of respiratory pandemics. Based on the results, it seeks to highlight essential steps for improving future pandemic preparedness.</p><p><strong>Materials and methods: </strong>We searched PubMed/MEDLINE, Scopus, and Cochrane Reviews for articles published from January 1, 2000, to December 31, 2021, using the terms \"imaging\" or \"radiology\" or \"radiography\" or \"CT\" or \"x-ray\" combined with \"SARS,\" \"MERS,\" \"H1N1,\" or \"COVID-19.\" WHO and CDC Databases were searched for case definitions.</p><p><strong>Results: </strong>Over the last 20 years, the world faced several international health emergencies caused by respiratory diseases such as SARS, MERS, H1N1, and COVID-19. During the same period, major technological advances enabled the analysis of vast amounts of imaging data and the continual development of artificial intelligence algorithms to support radiological diagnosis and prognosis. Timely availability of data proved critical, but so far, data collection attempts were initialized only as individual responses to each outbreak, leading to long delays and hampering unified guidelines and data-driven technology to support the management of pandemic outbreaks. Our findings highlight the multifaceted role of imaging in the early stages of SARS, MERS, H1N1, and COVID-19, and outline possible actions for advancing future pandemic preparedness.</p><p><strong>Conclusions: </strong>Advancing international cooperation and action on these topics is essential to create a functional, effective, and rapid counteraction system to future respiratory pandemics exploiting state of the art imaging and artificial intelligence.</p><p><strong>Key points: </strong>Question What has been the role of radiological data for diagnosis and prognosis in early respiratory pandemics and what challenges were present? Findings International cooperation is essential to developing an effective rapid response system for future respiratory pandemics using advanced imaging and artificial intelligence. Clinical relevance Strengthening global collaboration and leveraging cutting-edge imaging and artificial intelligence are crucial for developing rapid and effective response systems. This approach is essential for improving patient outcomes and managing future respiratory pandemics more effectively.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":"1583-1593"},"PeriodicalIF":4.7,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11835992/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142681307","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Dual-energy CT of acute bowel ischemia-influence on diagnostic accuracy and reader confidence. 急性肠缺血的双能 CT - 对诊断准确性和读者信心的影响。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-11-27 DOI: 10.1007/s00330-024-11217-1
Moritz Oberparleiter, Jan Vosshenrich, Hanns-Christian Breit, Philippe Kaiser, Paul Hehenkamp, Dorothee Harder, Daniel T Boll, Christoph J Zech, Markus M Obmann

Objectives: This study evaluates the advantages in diagnostic accuracy, confidence, and reading time of additional dual-energy CT-derived reconstructions for assessing acute bowel ischemia.

Methods and materials: This retrospective study includes 25 patients with surgically proven acute bowel ischemia and 25 gender- and age-matched controls who underwent biphasic abdominal dual-energy CT. Two fellowship-trained abdominal radiologists and two residents evaluated all cases with and without additional dual-energy CT-derived iodine maps and virtual non-contrast images. Diagnostic confidence was rated on a 10-point Likert scale. Reading time was recorded. The inter-reader agreement was assessed using Fleiss' kappa. Sensitivity and specificity were compared using McNemar's test, reader confidence, and reading times with the Wilcoxon signed-rank test.

Results: For conventional images alone, the inter-reader agreement was moderate (κ = 0.58), with a sensitivity of 77% (95% CI: 67.5-84.8%) and specificity of 90% (95% CI: 82.4-95.1%). Adding dual-energy CT images, inter-reader agreement increased to substantial (κ = 0.69), sensitivity increased significantly to 89% (95% CI: 81.2-94.4%, p = 0.02), while specificity increased non-significantly to 93% (95% CI: 86.1-97.1%, p = 0.51). Diagnostic confidence increased significantly from 8 (IQR: 6-8) to 9 (IQR: 8-9) (p < 0.01). Equivalent diagnostic accuracy and confidence increases were observed for fellowship-trained and resident radiologists. A non-significant increase in mean reading time per case from 196 s to 201 s was observed (p = 0.30).

Conclusion: Additional dual-energy CT reconstructions increase diagnostic accuracy and confidence without increasing reading time when evaluating suspected acute bowel ischemia. Both experienced and resident readers benefit from dual-energy CT images.

Key points: Question There are too few clinical studies assessing the diagnostic accuracy of dual-energy CT (DECT) to recommend its use for evaluating suspected acute bowel ischemia. Findings Adding DECT-derived iodine maps and virtual-non-contrast images increase reader sensitivity and confidence while maintaining high specificity when evaluating for acute mesenteric ischemia. Clinical relevance Dual-energy CT should be used to investigate suspected acute bowel ischemia. Both diagnostic accuracy and confidence can be increased independent of reader experience without significantly increasing reading time.

目的:本研究评估了在评估急性肠缺血时使用附加双能 CT 重建技术在诊断准确性、可信度和读取时间方面的优势:本研究评估了评估急性肠缺血的额外双能 CT 重建在诊断准确性、可信度和读取时间方面的优势:这项回顾性研究包括 25 名经手术证实患有急性肠缺血的患者和 25 名性别和年龄匹配的对照组患者,他们都接受了双相腹部双能 CT 检查。两名受过专业培训的腹部放射科医师和两名住院医师对所有病例进行了评估,包括是否使用了额外的双能 CT 导出碘图和虚拟非对比图像。诊断信心采用 10 分李克特量表评分。阅读时间被记录下来。使用 Fleiss' kappa 评估读片者之间的一致性。使用 McNemar 检验比较敏感性和特异性,使用 Wilcoxon 符号秩检验比较读者信心和阅读时间:仅就常规图像而言,读片者之间的一致性为中等(κ = 0.58),灵敏度为 77%(95% CI:67.5-84.8%),特异性为 90%(95% CI:82.4-95.1%)。加入双能量 CT 图像后,阅片员之间的一致性提高到了相当高的水平 (κ = 0.69),灵敏度显著提高到 89% (95% CI: 81.2-94.4%, p = 0.02),而特异性则无显著性提高到 93% (95% CI: 86.1-97.1%, p = 0.51)。诊断可信度从 8(IQR:6-8)显著增加到 9(IQR:8-9)(p 结论:诊断可信度从 8(IQR:6-8)显著增加到 9(IQR:8-9):在评估疑似急性肠缺血时,额外的双能量 CT 重构可提高诊断准确性和可信度,同时不会增加阅片时间。经验丰富的阅片人员和住院医生都能从双能 CT 图像中获益:问题 评估双能 CT(DECT)诊断准确性的临床研究太少,因此建议将其用于评估疑似急性肠缺血。研究结果 在评估急性肠系膜缺血时,增加 DECT 导出碘图和虚拟非对比图像可提高读者的敏感性和信心,同时保持较高的特异性。临床意义 双能 CT 应用于检查疑似急性肠缺血。诊断准确性和可信度的提高与阅片人员的经验无关,且不会明显增加阅片时间。
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引用次数: 0
Letter to the Editor: "Prediction models for differentiating benign from malignant liver lesions based on multiparametric dual-energy non-contrast CT". 致编辑的信:"基于多参数双能量非对比 CT 的肝脏良恶性病变鉴别预测模型"。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-03-01 Epub Date: 2024-11-08 DOI: 10.1007/s00330-024-11181-w
Chenwen Zhang, Zhanmei Zhou, Liang Peng
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引用次数: 0
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European Radiology
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