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Comparative analysis of RADS classification systems for solitary bone lesions: malignancy risk stratification performance and clinical utility. 孤立性骨病变的RADS分类系统的比较分析:恶性肿瘤风险分层性能和临床应用。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-06 DOI: 10.1007/s00330-026-12408-8
Arash Azhideh, Sara Haseli, Chankue Park, Hyeyun Lee, Hyun Su Kim, Peyman Mirghaderi, Majid Chalian

Objective: To compare the malignancy risk stratification performance and inter-reader reliability of four Reporting and Data System (RADS) algorithms for solitary bone lesions: CT Bone-RADS, MRI Bone-RADS, Osseous Tumor (OT)-RADS, and Bone Tumor Imaging (BTI)-RADS.

Materials and methods: This retrospective analysis included patients with solitary bone lesions who underwent both CT and MRI between March 2005 and September 2021. Three radiologists independently categorized each lesion using CT Bone-RADS (1-4), MRI Bone-RADS (1-4), OT-RADS (2-5), and BTI-RADS (1-4). Categories were dichotomized into high- versus low-risk for malignancy. Diagnostic performance metrics and area under the receiver operating characteristic curve (AUC) were calculated for each reader as well as for a consensus interpretation generated using a majority-vote method. The reference standard was either histopathologic confirmation or imaging surveillance. Inter-reader reliability was assessed using Gwet's AC1 statistic.

Results: A total of 207 patients (mean age, 49 ± 18 years; 111 men and 96 women) were included. Consensus malignancy risk stratification performance (AUC; sensitivity/specificity/positive predictive value/negative predictive value/accuracy, %) was as follows: CT Bone-RADS (0.52; 95/9/43/73/44), MRI Bone-RADS (0.60; 98/12/44/88/47), OT-RADS (0.91; 93/71/69/94/80), and BTI-RADS (0.89; 98/39/53/96/63). Inter-reader reliability (AC1) was excellent for CT Bone-RADS (0.978), MRI Bone-RADS (0.931), and BTI-RADS (0.822), and moderate for OT-RADS (0.585).

Conclusion: Among the evaluated bone tumor-RADS, OT-RADS demonstrated the most balanced diagnostic performance with moderate inter-reader reliability. CT Bone-RADS, MRI Bone-RADS, and BTI-RADS showed excellent inter-reader reliability.

Key points: Question Evaluation of solitary bone lesions is important but often challenging. This study compared four bone tumor-RADS algorithms to determine which provides the best malignancy risk stratification. Findings Among the four RADS algorithms, OT-RADS demonstrated the most balanced overall diagnostic performance in consensus analysis, while CT Bone-RADS, MRI Bone-RADS, and BTI-RADS showed excellent inter-reader reliability. Clinical relevance Knowledge of each RADS system's performance characteristics helps clinicians apply these algorithms appropriately to optimize the assessment of solitary bone lesions.

目的:比较CT骨-RADS、MRI骨-RADS、骨肿瘤(OT)-RADS和骨肿瘤成像(BTI)-RADS四种报告和数据系统(RADS)算法对孤立性骨病变的恶性风险分层性能和读者间可靠性。材料和方法:本回顾性分析包括2005年3月至2021年9月期间接受CT和MRI检查的孤立性骨病变患者。三位放射科医生分别使用CT Bone-RADS(1-4)、MRI Bone-RADS(1-4)、OT-RADS(2-5)和BTI-RADS(1-4)对每个病变进行独立分类。分类分为恶性肿瘤的高风险和低风险。计算每个解读器的诊断性能指标和受者工作特征曲线下面积(AUC),以及使用多数投票法产生的共识解释。参照标准为组织病理证实或影像学监测。使用Gwet的AC1统计量评估阅读器间信度。结果:共纳入207例患者,平均年龄49±18岁,男性111例,女性96例。一致的恶性肿瘤风险分层表现(AUC、敏感性/特异性/阳性预测值/阴性预测值/准确性,%)为:CT Bone-RADS(0.52; 95/9/43/73/44)、MRI Bone-RADS(0.60; 98/12/44/88/47)、OT-RADS(0.91; 93/71/69/94/80)、BTI-RADS(0.89; 98/39/53/96/63)。CT骨- rads、MRI骨- rads、BTI-RADS的读者间信度(AC1)为优秀(0.978),MRI骨- rads为0.931,BTI-RADS为0.822,OT-RADS为中等(0.585)。结论:在评估的骨肿瘤rads中,OT-RADS表现出最平衡的诊断性能,具有中等的阅读器间可靠性。CT骨- rads、MRI骨- rads和BTI-RADS显示出良好的阅读器间可靠性。孤立性骨病变的评估很重要,但往往具有挑战性。本研究比较了四种骨肿瘤- rads算法,以确定哪种算法提供了最佳的恶性肿瘤风险分层。在四种RADS算法中,OT-RADS在共识分析中表现出最平衡的整体诊断性能,而CT Bone-RADS, MRI Bone-RADS和BTI-RADS表现出优异的阅读器间可靠性。了解每个RADS系统的性能特征有助于临床医生恰当地应用这些算法来优化孤立性骨病变的评估。
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引用次数: 0
Factors associated with early complete resolution after radiofrequency ablation for low-risk papillary thyroid microcarcinoma: a dual-center retrospective study. 低危甲状腺乳头状微癌射频消融后早期完全消退相关因素:一项双中心回顾性研究
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-06 DOI: 10.1007/s00330-026-12415-9
Yuxuan Qiu, Yina Zhang, Jingqi Zhu, Yun Gong, Lu Yin, Pin Fan, Lian Zhang, Lingyun Bao, Jianhua Fang, Jun Lou, Chenke Xu

Objectives: To identify predictors of early complete ablation zone resolution (within 1 year) after radiofrequency ablation (RFA) for low-risk papillary thyroid microcarcinoma (PTMC).

Materials and methods: A retrospective dual-center study enrolled 225 patients with low-risk PTMC (2017-2022). Ablation zone volume was tracked during follow-up, with the specific time of complete resolution modeled using exponential decay functions. Multivariable Cox regression and restricted cubic spline (RCS) analyses identified independent predictors of resolution.

Results: Cumulative complete resolution rates were 62.2% at 1 year and 98.7% at 2 years. Independent predictors of complete resolution within 1 year included normal thyroglobulin antibody (TgAb) levels (hazard ratio (HR): 2.64, 95% confidence Interval (CI): 1.38-5.07) and thyroid peroxidase antibody (TPOAb) levels (HR: 1.92, 95% CI: 1.34-2.75), nodule diameter ≤ 5 mm (HR: 1.53, 95% CI: 1.02-2.29), and absence of intratumoral vascularity (HR: 2.77, 95% CI: 1.83-4.21). Energy density showed an inverted U-shaped relationship with resolution probability within 1 year (p < 0.001 for non-linearity).

Conclusion: RFA achieves favorable long-term efficacy for low-risk PTMC, and complete resolution within 1 year is predictable by normal TgAb/TPOAb, smaller nodule size, absence of intratumoral vascularity, and moderate energy density. These findings may provide valuable insights for refining RFA techniques and the development of personalized follow-up.

Key points: Question Predicting early complete resolution of low-risk PTMC after RFA is critical to mitigate concerns about treatment outcomes and optimize follow-up. Findings Normal TgAb/TPOAb, smaller nodule size, absence of intratumoral vascularity, and moderate energy density independently predict early complete ablation zone resolution within 1 year after RFA. Clinical relevance Identifying predictors of early resolution enables optimized RFA energy delivery and pretreatment decision-making. This provides doctors and patients with evidence-based guidance to refine ablation strategies and personalize management plans.

目的:探讨低风险甲状腺乳头状微癌(PTMC)射频消融(RFA)后早期完全消融区消退(1年内)的预测因素。材料和方法:一项回顾性双中心研究,纳入225例低风险PTMC患者(2017-2022)。在随访过程中跟踪消融区体积,用指数衰减函数模拟消融区完全消退的具体时间。多变量Cox回归和限制性三次样条(RCS)分析确定了独立的预测因子。结果:患者1年和2年的累计完全治愈率分别为62.2%和98.7%。1年内完全消退的独立预测因子包括正常甲状腺球蛋白抗体(TgAb)水平(风险比(HR): 2.64, 95%可信区间(CI): 1.38-5.07)和甲状腺过氧化物酶抗体(TPOAb)水平(HR: 1.92, 95% CI: 1.34-2.75),结节直径≤5 mm (HR: 1.53, 95% CI: 1.02-2.29),瘤内无血管(HR: 2.77, 95% CI: 1.83-4.21)。能量密度与1年内消退概率呈倒u型关系(p)。结论:RFA治疗低风险PTMC具有良好的远期疗效,TgAb/TPOAb正常、较小结节大小、瘤内无血管、能量密度适中可预测1年内完全消退。这些发现可能为改进RFA技术和个性化随访的发展提供有价值的见解。预测RFA后低风险PTMC的早期完全解决对于减轻对治疗结果的担忧和优化随访至关重要。TgAb/TPOAb正常、较小的结节大小、瘤内血管缺乏和中等能量密度独立预测RFA后1年内早期完全消融区消退。临床相关性识别早期解决的预测因素可以优化RFA能量输送和预处理决策。这为医生和患者提供了循证指导,以完善消融策略和个性化管理计划。
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引用次数: 0
Letter to the Editor: Radiologist burnout-AI's true black box. 致编辑的信:放射科医生——人工智能的真正黑匣子。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-06 DOI: 10.1007/s00330-026-12420-y
Grayson L Baird, Michael H Bernstein, Brian Sheppard, Elizabeth C Song, Michael A Bruno
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引用次数: 0
Reply to the Letter to the Editor: Radiologist burnout-AI's true black box. 给编辑的回信:放射科医生——人工智能的真正黑匣子。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-06 DOI: 10.1007/s00330-026-12421-x
Jay R Parikh, Frank J Lexa
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引用次数: 0
Artificial intelligence-based coronary computed tomography angiography quantification of atherosclerosis burden: comparison with intravascular ultrasound in the INVICTUS Registry. 基于人工智能的冠状动脉计算机断层血管造影量化动脉粥样硬化负担:与INVICTUS登记处血管内超声的比较。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-05 DOI: 10.1007/s00330-026-12412-y
Rine Nakanishi, Ryo Okubo, Hitoshi Matsuo, Yoshihiro Sobue, Umihiko Kaneko, Hideyuki Sato, Shinichiro Fujimoto, Yui Nozaki, Takashi Kajiya, Toru Miyoshi, Keishi Ichikawa, Mitsunori Abe, Toshiro Kitagawa, Hiroki Ikenaga, Kazuhiro Osawa, Mike Saji, Nobuo Iguchi, Gaku Nakazawa, Kuniaki Takahashi, Takeshi Ijichi, Hiroshi Mikamo, Akira Kurata, Masao Moroi, Raisuke Iijima, Daniel Bandeira, Abigail Demuyakor, Helen Parise, Shant Malkasian, Gary S Mintz, Alexandra J Lansky, James P Earls, Daniel Chamié

Objectives: Automated artificial intelligence (AI)-based assessment of atherosclerosis burden applied to coronary computed tomography angiography (CCTA) can optimize image processing times, standardize interpretation, and minimize inter-observer variability. We investigated the diagnostic utility of AI-based CCTA quantification (AI-QCT) of coronary atherosclerosis in coronary segments co-registered with intravascular ultrasound (IVUS) of diseased and non-diseased segments.

Materials and methods: Patients who underwent CCTA and IVUS in the INVICTUS registry (ClinicalTrials.gov: NCT04066062) were enrolled. Images were analyzed by independent core laboratories blinded to each modality's findings. Vessel external elastic membrane (EEM), lumen, plaque volumes, plaque burden, and percent atheroma volume (PAV) were quantified in whole co-registered segments and subsegments containing non-calcified and low-attenuation plaques. A calcium index was calculated for the whole co-registered segment.

Results: A total of 108 vessels from 85 patients were included. Pearson's correlation demonstrated strong associations between AI-QCT and IVUS in quantifying the EEM volume (r = 0.899), lumen volume (r = 0.943), and plaque volume (r = 0.833), length-normalized PAV (r = 0.851), and calcium index (r = 0.960) in the whole-segment analysis. Strong correlations were seen for vessel, lumen, and plaque volumes in non-calcified (Pearson's coefficient: 0.95, 0.97, and 0.83, respectively) and low-attenuation (Pearson's coefficient: 0.90, 0.86, and 0.86, respectively) plaque segments. The minimum lumen area was 0.61 ± 1.18 mm2 (95% CI, -0.83 to -0.38) smaller by AI-QCT than IVUS, with a similar lumen area stenosis (mean difference, 1.26 ± 24.17; 95% CI, -3.37 to 5.90).

Conclusions: AI-QCT quantification of atherosclerosis burden showed high correlations and close agreement with IVUS in whole-segment and segments with non-calcified and low-attenuation plaques.

Key points: Question Coronary atheroma burden is a powerful predictor of cardiovascular events. Can AI-based coronary CT angiography (CCTA) accurately quantify atherosclerotic burden across the full disease spectrum when compared with intravascular ultrasound (IVUS)? Findings AI-based CCTA quantification (AI-QCT) showed strong correlations with IVUS for plaque volume, burden, and calcium across whole coronary segments, including non-calcified and low-attenuation plaques. Clinical relevance AI-QCT provides rapid, automatic, and accurate atherosclerosis quantification without reader-dependent variability, enabling standardized cardiovascular risk assessment, treatment monitoring, and therapeutic decision-making across all disease severity spectrum in routine clinical practice.

目的:应用于冠状动脉ct血管造影(CCTA)的基于人工智能(AI)的动脉粥样硬化负担自动评估可以优化图像处理时间,标准化解释,并最大限度地减少观察者之间的差异。我们研究了基于人工智能的CCTA量化(AI-QCT)与病变和非病变段血管内超声(IVUS)共同登记的冠状动脉段冠状动脉粥样硬化的诊断价值。材料和方法:入选在INVICTUS注册中心(ClinicalTrials.gov: NCT04066062)接受CCTA和IVUS治疗的患者。图像由独立的核心实验室进行分析,对每种模式的发现都不知情。在包含非钙化和低衰减斑块的整个共登记段和亚段中,对血管外弹性膜(EEM)、管腔、斑块体积、斑块负荷和动脉粥样硬化体积百分比(PAV)进行量化。计算整个共登记段的钙指数。结果:共纳入85例患者的108条血管。Pearson相关性显示AI-QCT与IVUS在全段分析中量化EEM体积(r = 0.899)、管腔体积(r = 0.943)、斑块体积(r = 0.833)、长度归一化PAV (r = 0.851)和钙指数(r = 0.960)方面具有较强的相关性。在非钙化斑块段(Pearson系数分别为0.95、0.97和0.83)和低衰减斑块段(Pearson系数分别为0.90、0.86和0.86)中,血管、管腔和斑块体积具有很强的相关性。AI-QCT的最小管腔面积比IVUS小0.61±1.18 mm2 (95% CI, -0.83 ~ -0.38),管腔面积狭窄相似(平均差为1.26±24.17;95% CI, -3.37 ~ 5.90)。结论:AI-QCT量化动脉粥样硬化负荷与IVUS在全节段和非钙化低衰减斑块节段中具有高度相关性和密切一致性。冠状动脉粥样硬化负荷是心血管事件的有力预测因子。与血管内超声(IVUS)相比,基于人工智能的冠状动脉CT血管造影(CCTA)能否准确量化整个疾病谱系的动脉粥样硬化负担?基于人工智能的CCTA量化(AI-QCT)显示,整个冠状动脉段(包括非钙化斑块和低衰减斑块)的斑块体积、负荷和钙含量与IVUS有很强的相关性。临床相关性AI-QCT提供快速、自动和准确的动脉粥样硬化量化,没有阅读器依赖的可变性,在常规临床实践中实现标准化的心血管风险评估、治疗监测和治疗决策,涵盖所有疾病严重程度谱。
{"title":"Artificial intelligence-based coronary computed tomography angiography quantification of atherosclerosis burden: comparison with intravascular ultrasound in the INVICTUS Registry.","authors":"Rine Nakanishi, Ryo Okubo, Hitoshi Matsuo, Yoshihiro Sobue, Umihiko Kaneko, Hideyuki Sato, Shinichiro Fujimoto, Yui Nozaki, Takashi Kajiya, Toru Miyoshi, Keishi Ichikawa, Mitsunori Abe, Toshiro Kitagawa, Hiroki Ikenaga, Kazuhiro Osawa, Mike Saji, Nobuo Iguchi, Gaku Nakazawa, Kuniaki Takahashi, Takeshi Ijichi, Hiroshi Mikamo, Akira Kurata, Masao Moroi, Raisuke Iijima, Daniel Bandeira, Abigail Demuyakor, Helen Parise, Shant Malkasian, Gary S Mintz, Alexandra J Lansky, James P Earls, Daniel Chamié","doi":"10.1007/s00330-026-12412-y","DOIUrl":"10.1007/s00330-026-12412-y","url":null,"abstract":"<p><strong>Objectives: </strong>Automated artificial intelligence (AI)-based assessment of atherosclerosis burden applied to coronary computed tomography angiography (CCTA) can optimize image processing times, standardize interpretation, and minimize inter-observer variability. We investigated the diagnostic utility of AI-based CCTA quantification (AI-QCT) of coronary atherosclerosis in coronary segments co-registered with intravascular ultrasound (IVUS) of diseased and non-diseased segments.</p><p><strong>Materials and methods: </strong>Patients who underwent CCTA and IVUS in the INVICTUS registry (ClinicalTrials.gov: NCT04066062) were enrolled. Images were analyzed by independent core laboratories blinded to each modality's findings. Vessel external elastic membrane (EEM), lumen, plaque volumes, plaque burden, and percent atheroma volume (PAV) were quantified in whole co-registered segments and subsegments containing non-calcified and low-attenuation plaques. A calcium index was calculated for the whole co-registered segment.</p><p><strong>Results: </strong>A total of 108 vessels from 85 patients were included. Pearson's correlation demonstrated strong associations between AI-QCT and IVUS in quantifying the EEM volume (r = 0.899), lumen volume (r = 0.943), and plaque volume (r = 0.833), length-normalized PAV (r = 0.851), and calcium index (r = 0.960) in the whole-segment analysis. Strong correlations were seen for vessel, lumen, and plaque volumes in non-calcified (Pearson's coefficient: 0.95, 0.97, and 0.83, respectively) and low-attenuation (Pearson's coefficient: 0.90, 0.86, and 0.86, respectively) plaque segments. The minimum lumen area was 0.61 ± 1.18 mm<sup>2</sup> (95% CI, -0.83 to -0.38) smaller by AI-QCT than IVUS, with a similar lumen area stenosis (mean difference, 1.26 ± 24.17; 95% CI, -3.37 to 5.90).</p><p><strong>Conclusions: </strong>AI-QCT quantification of atherosclerosis burden showed high correlations and close agreement with IVUS in whole-segment and segments with non-calcified and low-attenuation plaques.</p><p><strong>Key points: </strong>Question Coronary atheroma burden is a powerful predictor of cardiovascular events. Can AI-based coronary CT angiography (CCTA) accurately quantify atherosclerotic burden across the full disease spectrum when compared with intravascular ultrasound (IVUS)? Findings AI-based CCTA quantification (AI-QCT) showed strong correlations with IVUS for plaque volume, burden, and calcium across whole coronary segments, including non-calcified and low-attenuation plaques. Clinical relevance AI-QCT provides rapid, automatic, and accurate atherosclerosis quantification without reader-dependent variability, enabling standardized cardiovascular risk assessment, treatment monitoring, and therapeutic decision-making across all disease severity spectrum in routine clinical practice.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147354333","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
From quantification to clinical impact: AI-based coronary plaque analysis. 从定量到临床影响:基于人工智能的冠状动脉斑块分析。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-05 DOI: 10.1007/s00330-026-12453-3
Yigit Can Kartal
{"title":"From quantification to clinical impact: AI-based coronary plaque analysis.","authors":"Yigit Can Kartal","doi":"10.1007/s00330-026-12453-3","DOIUrl":"https://doi.org/10.1007/s00330-026-12453-3","url":null,"abstract":"","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147354392","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
Time after time: atherosclerotic coronary artery disease after a normal CT angiogram in SCOT-HEART. 一次又一次:苏格兰心脏正常CT血管造影后的冠状动脉粥样硬化性疾病。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-05 DOI: 10.1007/s00330-026-12454-2
Anne-Marieke Stantien, Ann-Christine Stahl
{"title":"Time after time: atherosclerotic coronary artery disease after a normal CT angiogram in SCOT-HEART.","authors":"Anne-Marieke Stantien, Ann-Christine Stahl","doi":"10.1007/s00330-026-12454-2","DOIUrl":"https://doi.org/10.1007/s00330-026-12454-2","url":null,"abstract":"","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147354366","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
Finding the optimal recall rate in breast cancer screening: results from the ROCS study. 寻找乳腺癌筛查的最佳召回率:来自ROCS研究的结果。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-05 DOI: 10.1007/s00330-026-12370-5
Daniëlle van der Waal, Craig K Abbey, Eric Tetteroo, Tanya D Geertse, Maartje J A Smid-Geirnaerdt, Ioannis Sechopoulos, Mireille J M Broeders

Objectives: In breast cancer screening, determining the optimal balance between the number of screen-detected cancer cases and false-positive recalls is essential. This study explored the relationship between these indicators for the Dutch Digital Mammography Screening Program and aimed to determine the optimal recall rate.

Materials and methods: From March to June 2019, 21 screening radiologists provided continuous Probability-of-Malignancy (PoM) scores during their standard reading sessions. Scores ranged from 'no suspicion' (PoM = -100) to 'highest suspicion' (PoM = 100). Follow-up data were obtained in June 2024 and included recall decisions after double reading, outcomes of further assessments (false positive or screen-detected cancer), and interval cancer diagnoses. Recall-detection and receiver operating characteristic (ROC) curves were constructed for each reader and averaged to obtain summary curves, with error bars computed from hierarchical bootstrapping of cases within readers (1000 resamples). The overall screening performance was quantified using the area under the ROC curve (AUC).

Results: The final dataset comprised 40,829 screening records with 315 cancer cases. The overall recall rate was 2.33%, and the cancer detection rate after double reading was 6.4 per 1000 screens. Radiologist performance was high (AUC = 0.91). Moving the operating point results in either substantially lower cancer detection or relatively little gain.

Conclusion: This prospective study identified the trade-off between unconditional recall and detection rates, as well as conditional sensitivity and specificity. We found that Dutch screening radiologists perform at a high level and operate at a point that seems to optimize the false-positive recall and cancer detection rate trade-off.

Key points: Question Breast cancer screening requires a good balance between detection and false-positive rate. However, the interrelationship between these rates, and thus the optimal recall, is unknown. Findings Overall, the Dutch screening radiologists performed with high accuracy, and the current operating point optimizes the trade-off between cancer detection and false-positive recalls. Clinical relevance ROCS provides an efficient method to evaluate performance and determine target values based on data from screening practice. This method applies to various screening programs. Screening evaluation is essential for achieving and maintaining a positive benefit-to-harm ratio for participants.

目的:在乳腺癌筛查中,确定筛查发现的癌症病例数量和假阳性回忆之间的最佳平衡是至关重要的。本研究探讨了这些指标之间的关系,为荷兰数字乳房x线摄影筛查计划,旨在确定最佳召回率。材料和方法:2019年3月至6月,21名筛查放射科医生在标准阅读期间提供了连续的恶性肿瘤概率(PoM)评分。得分范围从“不怀疑”(PoM = -100)到“高度怀疑”(PoM = 100)。随访数据于2024年6月获得,包括重复阅读后的召回决定、进一步评估的结果(假阳性或筛查发现的癌症)和间隔期癌症诊断。为每个读卡器构建回忆检测和接收者工作特征(ROC)曲线并进行平均,得到汇总曲线,并通过读卡器内(1000个样本)的分层自举计算误差条。采用ROC曲线下面积(AUC)对整体筛选效果进行量化。结果:最终的数据集包括40,829条筛查记录,其中315例癌症病例。总体召回率为2.33%,双读后癌症检出率为6.4 / 1000。放射科医师的表现较高(AUC = 0.91)。移动操作点的结果要么是大大降低癌症检出率,要么是相对较少的增益。结论:这项前瞻性研究确定了无条件召回率和检出率之间的权衡,以及条件敏感性和特异性。我们发现,荷兰的筛查放射科医生在高水平的表现和操作上似乎优化了假阳性回忆和癌症检出率的权衡。乳腺癌筛查需要在检出率和假阳性率之间取得良好的平衡。然而,这些比率之间的相互关系,从而最佳回忆,是未知的。总体而言,荷兰筛查放射科医生的准确性很高,目前的操作点优化了癌症检测和假阳性回忆之间的权衡。临床相关性ROCS提供了一种有效的方法来评估临床表现,并根据筛查实践的数据确定目标值。这种方法适用于各种筛选方案。筛选评估对于实现和维持参与者的积极的利益-危害比至关重要。
{"title":"Finding the optimal recall rate in breast cancer screening: results from the ROCS study.","authors":"Daniëlle van der Waal, Craig K Abbey, Eric Tetteroo, Tanya D Geertse, Maartje J A Smid-Geirnaerdt, Ioannis Sechopoulos, Mireille J M Broeders","doi":"10.1007/s00330-026-12370-5","DOIUrl":"https://doi.org/10.1007/s00330-026-12370-5","url":null,"abstract":"<p><strong>Objectives: </strong>In breast cancer screening, determining the optimal balance between the number of screen-detected cancer cases and false-positive recalls is essential. This study explored the relationship between these indicators for the Dutch Digital Mammography Screening Program and aimed to determine the optimal recall rate.</p><p><strong>Materials and methods: </strong>From March to June 2019, 21 screening radiologists provided continuous Probability-of-Malignancy (PoM) scores during their standard reading sessions. Scores ranged from 'no suspicion' (PoM = -100) to 'highest suspicion' (PoM = 100). Follow-up data were obtained in June 2024 and included recall decisions after double reading, outcomes of further assessments (false positive or screen-detected cancer), and interval cancer diagnoses. Recall-detection and receiver operating characteristic (ROC) curves were constructed for each reader and averaged to obtain summary curves, with error bars computed from hierarchical bootstrapping of cases within readers (1000 resamples). The overall screening performance was quantified using the area under the ROC curve (AUC).</p><p><strong>Results: </strong>The final dataset comprised 40,829 screening records with 315 cancer cases. The overall recall rate was 2.33%, and the cancer detection rate after double reading was 6.4 per 1000 screens. Radiologist performance was high (AUC = 0.91). Moving the operating point results in either substantially lower cancer detection or relatively little gain.</p><p><strong>Conclusion: </strong>This prospective study identified the trade-off between unconditional recall and detection rates, as well as conditional sensitivity and specificity. We found that Dutch screening radiologists perform at a high level and operate at a point that seems to optimize the false-positive recall and cancer detection rate trade-off.</p><p><strong>Key points: </strong>Question Breast cancer screening requires a good balance between detection and false-positive rate. However, the interrelationship between these rates, and thus the optimal recall, is unknown. Findings Overall, the Dutch screening radiologists performed with high accuracy, and the current operating point optimizes the trade-off between cancer detection and false-positive recalls. Clinical relevance ROCS provides an efficient method to evaluate performance and determine target values based on data from screening practice. This method applies to various screening programs. Screening evaluation is essential for achieving and maintaining a positive benefit-to-harm ratio for participants.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147354368","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
Beyond coronary stenosis: Can high-risk plaque features redefine risk stratification in low to intermediate risk patients? 冠状动脉狭窄之外:高风险斑块特征能否重新定义低至中危患者的风险分层?
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-05 DOI: 10.1007/s00330-026-12343-8
Costanza Lisi, Federica Catapano
{"title":"Beyond coronary stenosis: Can high-risk plaque features redefine risk stratification in low to intermediate risk patients?","authors":"Costanza Lisi, Federica Catapano","doi":"10.1007/s00330-026-12343-8","DOIUrl":"https://doi.org/10.1007/s00330-026-12343-8","url":null,"abstract":"","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147354385","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
Characterization of fatty acid composition of bone marrow by 3-T MRI in patients with Crohn's disease. 克罗恩病患者骨髓脂肪酸组成的3-T MRI表征
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-03-05 DOI: 10.1007/s00330-026-12379-w
Shuling Wang, Shuaishuai Liu, Shuyue Wang, Yongsen Han, Rui Ji, Rui Tang, Yun Tu, Caixia Fu, Manuel Schneider, Jingqi Zhu

Objectives: To investigate changes in the fatty acid composition of the lumbar vertebral bone marrow in patients with Crohn's disease (CD) and its relationships with disease activity and complex disease behavior.

Materials and methods: This study, designed as a single-center, cross-sectional, and prospective trial, was conducted between September 2023 and February 2025, with 83 CD patients and 70 healthy individuals. Disease activity was evaluated using the CD activity index (CDAI). Disease behavior was recorded based on the Montreal classification. Quantitative analysis of saturated, unsaturated, monounsaturated, and polyunsaturated fatty acids (SFA, UFA, MUFA, and PUFA) for lumbar vertebrae by using a two-dimensional bipolar multi-echo 3-T MRI. Spearman correlation and logistic regression analyses were employed.

Results: PUFA was significantly lower, whereas MUFA was significantly higher in the CD than in the control group (p = 0.03 and 0.04, respectively). CDAI was positively correlated with UFA and PUFA (r = 0.30 and 0.47; p = 0.01 and p < 0.001, respectively), and negatively correlated with SFA (r = -0.29, p = 0.01). The complicated disease behavior negatively correlated with PUFA only (r = -0.31; p = 0.01). Regression analysis showed that PUFA was an independent risk factor for CDAI (p = 0.01). PUFA and disease duration were independent impact factors for complicated disease behavior (p = 0.02 and 0.01, respectively).

Conclusions: CD patients exhibited alterations in bone marrow fatty acid composition compared to healthy controls. Bone marrow PUFA was a potential predictor of disease activity state and complicated disease behavior.

Key points: Questions What was the relationship of bone marrow fatty acids with disease activity and complex disease behavior in patients with Crohn's disease (CD)? Findings Alterations in bone marrow fatty acid composition were found in CD. Polyunsaturated fatty acids were related to disease activity and complex disease behavior. Clinical relevance Non-invasive MRI imaging assessment of bone marrow fatty acids in vivo has the potential to monitor disease activity and treatment response, which may provide a new imaging marker for insight into the inflammation in CD.

目的:探讨克罗恩病(CD)患者腰椎骨髓脂肪酸组成的变化及其与疾病活动度和复杂疾病行为的关系。材料和方法:本研究设计为单中心、横断面和前瞻性试验,于2023年9月至2025年2月进行,共有83名CD患者和70名健康个体。采用CD活性指数(CDAI)评价疾病活动性。根据蒙特利尔分类记录疾病行为。利用二维双极多回波3-T MRI定量分析腰椎饱和、不饱和、单不饱和和多不饱和脂肪酸(SFA、UFA、MUFA和PUFA)。采用Spearman相关和logistic回归分析。结果:与对照组相比,CD组PUFA显著降低,而MUFA显著升高(p分别为0.03和0.04)。CDAI与UFA和PUFA呈正相关(r = 0.30和0.47;p = 0.01和p)。结论:与健康对照组相比,CD患者骨髓脂肪酸组成发生改变。骨髓PUFA是疾病活动状态和复杂疾病行为的潜在预测因子。克罗恩病(CD)患者骨髓脂肪酸与疾病活动性和复杂疾病行为的关系是什么?发现CD患者骨髓脂肪酸组成改变,多不饱和脂肪酸与疾病活动性和复杂疾病行为有关。活体骨髓脂肪酸的无创MRI成像评估具有监测疾病活动性和治疗反应的潜力,可能为深入了解CD炎症提供新的成像标记。
{"title":"Characterization of fatty acid composition of bone marrow by 3-T MRI in patients with Crohn's disease.","authors":"Shuling Wang, Shuaishuai Liu, Shuyue Wang, Yongsen Han, Rui Ji, Rui Tang, Yun Tu, Caixia Fu, Manuel Schneider, Jingqi Zhu","doi":"10.1007/s00330-026-12379-w","DOIUrl":"https://doi.org/10.1007/s00330-026-12379-w","url":null,"abstract":"<p><strong>Objectives: </strong>To investigate changes in the fatty acid composition of the lumbar vertebral bone marrow in patients with Crohn's disease (CD) and its relationships with disease activity and complex disease behavior.</p><p><strong>Materials and methods: </strong>This study, designed as a single-center, cross-sectional, and prospective trial, was conducted between September 2023 and February 2025, with 83 CD patients and 70 healthy individuals. Disease activity was evaluated using the CD activity index (CDAI). Disease behavior was recorded based on the Montreal classification. Quantitative analysis of saturated, unsaturated, monounsaturated, and polyunsaturated fatty acids (SFA, UFA, MUFA, and PUFA) for lumbar vertebrae by using a two-dimensional bipolar multi-echo 3-T MRI. Spearman correlation and logistic regression analyses were employed.</p><p><strong>Results: </strong>PUFA was significantly lower, whereas MUFA was significantly higher in the CD than in the control group (p = 0.03 and 0.04, respectively). CDAI was positively correlated with UFA and PUFA (r = 0.30 and 0.47; p = 0.01 and p < 0.001, respectively), and negatively correlated with SFA (r = -0.29, p = 0.01). The complicated disease behavior negatively correlated with PUFA only (r = -0.31; p = 0.01). Regression analysis showed that PUFA was an independent risk factor for CDAI (p = 0.01). PUFA and disease duration were independent impact factors for complicated disease behavior (p = 0.02 and 0.01, respectively).</p><p><strong>Conclusions: </strong>CD patients exhibited alterations in bone marrow fatty acid composition compared to healthy controls. Bone marrow PUFA was a potential predictor of disease activity state and complicated disease behavior.</p><p><strong>Key points: </strong>Questions What was the relationship of bone marrow fatty acids with disease activity and complex disease behavior in patients with Crohn's disease (CD)? Findings Alterations in bone marrow fatty acid composition were found in CD. Polyunsaturated fatty acids were related to disease activity and complex disease behavior. Clinical relevance Non-invasive MRI imaging assessment of bone marrow fatty acids in vivo has the potential to monitor disease activity and treatment response, which may provide a new imaging marker for insight into the inflammation in CD.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147354338","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
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European Radiology
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