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Can AI save radiologists from burnout-Or make it worse? 人工智能能让放射科医生免于职业倦怠,还是让情况变得更糟?
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-11 DOI: 10.1007/s00330-026-12369-y
Nedim Christoph Beste, Thomas Dratsch
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引用次数: 0
Association between microvascular cerebral circulation time, malignant brain edema and outcome after successful thrombectomy. 成功取栓后微血管脑循环时间、恶性脑水肿与预后的关系。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-11 DOI: 10.1007/s00330-026-12371-4
Yapeng Guo, Jia Fang, Yuepei Gao, Peiran Zhang, Xinyu Fan, Huiming Chen, Shuaiwen Chang, Gaoshan Zhao, Quan Yuan, Junfeng Xu, Bin Shi, Zhiming Zhou, Xianjun Huang

Background: Prolonged microvascular cerebral circulation time (mCCT) after endovascular thrombectomy (EVT) may reflect microvascular cerebral circulation impairment. The associations among mCCT, the development of malignant brain edema (MBE), and the functional outcome after successful recanalization (mTICI ≥ 2b) in large vessel occlusion stroke (LVOS) remain unclear.

Material and methods: We performed a retrospective analysis of 358 consecutive anterior circulation LVOS patients who achieved successful EVT. mCCT was measured intraprocedurally on DSA using syngo iFlow (Siemens Healthineers). MBE was assessed on follow-up imaging within 72 h. Functional outcome was modified Rankin Scale (mRS) score ≤ 2 at 90 days. Associations were tested using logistic regression and mediation analysis.

Results: MBE occurred in 42 patients (11.7%). Patients with MBE had significantly prolonged mCCT (median 4.7 s, IQR: 3.6-5.4) vs those without (3.4 s, IQR: 2.8-4.2; p < 0.001). Prolonged mCCT independently predicted MBE (aOR = 2.703; 95% CI: 1.833-3.985; p < 0.001) and unfavorable outcome (mRS > 2; aOR = 3.450; 95% CI: 2.402-4.954; p < 0.001). Adding mCCT to a model (collateral status, admission NIHSS, ASPECTS) significantly improved MBE prediction discrimination (AUC 0.915 vs 0.868; p = 0.015). Mediation analysis showed MBE did not significantly mediate the mCCT-functional outcome relationship (indirect effect coefficient = 0.001, p = 0.200; proportion mediated 7.6%).

Conclusions: Prolonged mCCT is a potential predictor of both MBE and unfavorable functional outcome after successful EVT for LVOS. While associated with increased MBE risk, mCCT's impact on prognosis appears largely independent of MBE. mCCT is a valuable intraprocedural biomarker for prognostication and guiding early post-EVT management.

Key points: Question How does prolonged mCCT after a successful EVT relate to MBE and functional outcomes? Findings Prolonged mCCT is a potential predictor of MBE and unfavorable functional outcomes. MBE does not significantly mediate mCCT's effect on outcomes. Clinical relevance Intraprocedural mCCT measurement identifies high-risk patients for early intervention (e.g., intensive monitoring, osmotherapy). It directly reflects microvascular injury, offering a novel biomarker for individualized post-EVT management.

背景:血管内取栓(EVT)后微血管脑循环时间(mct)延长可能反映微血管脑循环受损。在大血管闭塞性卒中(LVOS)中,mct、恶性脑水肿(MBE)的发展和再通成功后的功能结局(mTICI≥2b)之间的关系尚不清楚。材料和方法:我们对358例成功完成EVT的连续前循环LVOS患者进行了回顾性分析。术中使用syngo flow (Siemens Healthineers)在DSA上测量mct。随访72h内影像学评估MBE。90天的功能结局采用改良Rankin量表(mRS)评分≤2。使用逻辑回归和中介分析对关联进行检验。结果:42例(11.7%)发生MBE。与无MBE患者相比,MBE患者的mct时间明显延长(中位4.7 s, IQR: 3.6-5.4) (3.4 s, IQR: 2.8-4.2); p = 2; aOR = 3.450; 95% CI: 2.402-4.954; p结论:延长mct时间是LVOS EVT成功后MBE和不良功能结局的潜在预测因子。虽然与MBE风险增加有关,但mct对预后的影响似乎在很大程度上与MBE无关。mct是一种有价值的术中生物标志物,可用于预测和指导evt后的早期治疗。EVT成功后延长mct与MBE和功能预后有何关系?延长mct是MBE和不良功能预后的潜在预测因子。MBE不显著介导mct对预后的影响。术中mct检测可识别高危患者进行早期干预(如强化监测、渗透治疗)。它直接反映了微血管损伤,为evt后个体化治疗提供了一种新的生物标志物。
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引用次数: 0
Energy consumption of standard and contrast-enhanced mammography: a step towards sustainable breast imaging. 标准和对比增强乳房x线照相术的能量消耗:迈向可持续乳房成像的一步。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-11 DOI: 10.1007/s00330-026-12373-2
Gabriele Rossini, Kieran Lockey, Maxime Rokoszak, Marcella Pasculli, Carla Benstead, Fleur Kilburn-Toppin, Richard Hales, Jan Vosshenrich, Ferdia A Gallagher, Manuel Signorini, Elisabetta Giannotti

Objectives: To quantify and compare the energy consumption of standard digital mammography (DM) and contrast-enhanced mammography (CEM), assess differences across manufacturers, and identify strategies to improve energy efficiency.

Materials and methods: This prospective study measured direct energy consumption from three mammography systems across two vendors in a tertiary breast care centre. In total, 193 examinations were analysed: 79 on Machine A, 92 on Machine B, and 22 CEM exams on Machine C. Minute-by-minute power monitoring provided net and gross energy per exam. A multivariable regression model adjusted for machine type, exam characteristics, and patient variables. Daily-level analyses evaluated baseload energy relative to workload, and annual energy use was estimated via Monte Carlo simulations.

Results: Machine B consumed more net energy per exam but achieved the lowest gross energy use due to minimal standby power. Machine A showed lower net but higher gross energy, primarily from greater idle consumption. Machine C had comparable net energy to A but higher gross energy per exam as a consequence of fewer daily exams. Machine type was the dominant determinant of energy use, while exam type, breast thickness, and density had no significant impact. Higher daily exam volumes improved energy efficiency across all systems, particularly for C. Annual energy estimates ranged from ~1660 to 2300 kWh per machine, with B consistently most efficient.

Conclusion: Mammography exhibits modest energy consumption, largely driven by standby operation rather than imaging activity. Vendor-specific differences exist, but DM and CEM show comparable net energy use.

Key points: Question Measure the energy use of standard digital and CEM, evaluate energy efficiency across vendors, and identify ways to reduce energy consumption. Findings Mammography uses relatively little energy, mostly during idle time; energy efficiency varies by manufacturer, and CEM does not increase net energy demand. Clinical relevance Optimizing scheduling appointments, powering down machines after hours, and considering vendor efficiency can significantly cut the environmental footprint of breast imaging without compromising patient care.

目的:量化和比较标准数字乳房x线照相术(DM)和对比增强乳房x线照相术(CEM)的能耗,评估不同制造商之间的差异,并确定提高能效的策略。材料和方法:这项前瞻性研究测量了三级乳腺保健中心两个供应商的三个乳房x光检查系统的直接能源消耗。总共分析了193次考试:79次在机器A上,92次在机器B上,22次在机器c上进行CEM考试。每分钟的电力监测提供了每次考试的净能量和总能量。一个多变量回归模型调整了机器类型、检查特征和患者变量。每日水平的分析评估了相对于工作量的基本负荷能源,并通过蒙特卡罗模拟估计了年度能源使用。结果:机器B每次测试消耗的净能量更多,但由于待机功率最小,总能量使用最低。机器A的净能量较低,但总能量较高,这主要是由于空闲消耗较大。机器C的净能量与A相当,但每次检查的总能量更高,因为每天检查的次数较少。机器类型是能量使用的主要决定因素,而检查类型,乳房厚度和密度没有显著影响。更高的每日测试量提高了所有系统的能源效率,特别是c系统。每台机器的年能源估计范围为~1660至2300千瓦时,其中B系统始终是最有效的。结论:乳房x线摄影显示适度的能量消耗,主要是由备用手术而不是成像活动驱动的。特定于供应商的差异是存在的,但DM和CEM显示出相当的净能源使用。衡量标准数字和CEM的能源使用,评估供应商的能源效率,并确定降低能源消耗的方法。乳腺造影能耗相对较少,多在空闲时间;能源效率因制造商而异,CEM不会增加净能源需求。优化预约安排、下班后关闭机器、考虑供应商效率,可以在不影响患者护理的情况下显著减少乳房成像的环境足迹。
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引用次数: 0
Shear-wave dispersion imaging outperforms shear-wave elastography in small lesions and BI-RADS 4B classification. 剪切波色散成像在小病变和BI-RADS 4B分类中优于剪切波弹性成像。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-11 DOI: 10.1007/s00330-026-12367-0
Roxana Pintican, Anca Ciurea
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引用次数: 0
Letter to the Editor: Evaluation of an artificial intelligence model based on multiparametric transrectal ultrasound for localising clinically significant prostate cancer by simulation of targeted biopsies. 致编辑的信:评估基于多参数经直肠超声的人工智能模型,通过模拟靶向活检来定位具有临床意义的前列腺癌。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-10 DOI: 10.1007/s00330-026-12339-4
Jelle Barentsz, Jos Immerzeel, Marloes van der Leest, Erik Cornel
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引用次数: 0
Reply to the Letter to the Editor: Evaluation of an artificial intelligence model based on multiparametric transrectal ultrasound for localizing clinically significant prostate cancer by simulation of targeted biopsies. 回复编辑:评价基于多参数经直肠超声的人工智能模型,通过模拟靶向活检来定位具有临床意义的前列腺癌。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-10 DOI: 10.1007/s00330-026-12342-9
D L van den Kroonenberg, A W Postema, H P Beerlage, J R Oddens
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引用次数: 0
What are RECIST 1.1 progressions made of? Variability in double-read oncology trials. RECIST 1.1级数是由什么组成的?双读肿瘤学试验的可变性。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-09 DOI: 10.1007/s00330-025-12234-4
Hubert Beaumont, Luca Cantini, Kamal S Saini, Nathalie Faye, Ritu Gill, Antoine Iannessi

Objective: Blinded Independent Central Review (BICR) with double reads and adjudication is crucial in imaging-based clinical trials to ensure quality data. However, discrepancies in double reading can affect trial outcomes, particularly in assessing disease progression in phase 3 oncology studies using RECIST 1.1 criteria. This study examined discordance in the date of progressive disease (DoPD) across RECIST components: target lesion (TL), non-target lesion (nTL), new lesion (NL), exploring its impact on survival curves and whether discrepancies stem from timing differences or true/false PD detection.

Materials and methods: We retrospectively analyzed data from five clinical trials using BICR with double reads plus adjudication, involving 1932 lung cancer patients on immunotherapy or targeted therapy. RECIST components were examined to assess DoPD concordance, discrepancies, adjudicator acceptance, detection timing, and impact on survival curves.

Results: Readers showed a 39.3% discordance rate in DoPD assessments, with agreement on 17.3% of DoPD cases and 43.4% of non-PD cases. In 54.2% of concordant cases, multiple RECIST components contributed to PD. Discordance was primarily caused by NL (41.4%), sum of TL diameter increase (33.3%), nTL (11.8%), or multiple components (13.4%). In 49.2% of discrepant cases, PD was reported late, usually within one treatment cycle (79.8%). 62.5% of disputed PD cases were accepted by adjudication.

Conclusion: Different RECIST components vary in their likelihood of causing discordance and being accepted or refuted by adjudicators. NL detection is key for identifying progression but also the main source of disagreement. Using multiple RECIST components enhances the reliability of PD assessment.

Key points: Question How does discordance across RECIST components-especially new lesion detection-influence progression assessment timing and potentially alter survival outcomes in oncology clinical trials? Findings Reader disagreement on progression dates is common, driven mainly by new lesion detection; incorporating multiple RECIST components increases alignment and strengthens PD determination reliability. Clinical relevance Imaging endpoints guide cancer treatment decisions. RECIST 1.1 is the standard, inter-reader variability can undermine PFS accuracy. By evaluating RECIST component reliability, this work aims to improve trial precision, enabling faster, more confident decisions that ultimately benefit patients.

目的:双读和双评判的盲法独立中心评价(BICR)在基于影像的临床试验中是保证数据质量的关键。然而,双重读数的差异会影响试验结果,特别是在使用RECIST 1.1标准评估3期肿瘤研究的疾病进展时。本研究检查了RECIST组成部分中进展性疾病(DoPD)日期的不一致性:靶病变(TL),非靶病变(nTL),新病变(NL),探讨其对生存曲线的影响,以及差异是否源于时间差异或真/假PD检测。材料和方法:我们回顾性分析了来自5个临床试验的数据,使用BICR进行双读加评判,涉及1932例接受免疫治疗或靶向治疗的肺癌患者。检查RECIST成分以评估DoPD一致性、差异、审查员接受度、检测时间和对生存曲线的影响。结果:读者对DoPD评估的不一致率为39.3%,对DoPD病例的一致率为17.3%,对非pd病例的一致率为43.4%。在54.2%的一致性病例中,多重RECIST成分导致PD。不一致主要由NL(41.4%)、TL直径增加总和(33.3%)、nTL(11.8%)或多组分(13.4%)引起。在49.2%的差异病例中,PD报告较晚,通常在一个治疗周期内(79.8%)。62.5%的PD争议案件被裁定受理。结论:不同的RECIST成分在引起不一致的可能性和被审查员接受或驳斥的可能性方面存在差异。NL检测是识别进展的关键,但也是分歧的主要来源。使用多个RECIST组件可提高PD评估的可靠性。在肿瘤临床试验中,不同RECIST成分(尤其是新病变检测)的不一致性如何影响进展评估时间,并可能改变生存结果?读者对进展日期的分歧很常见,主要是由于新病变的发现;结合多个RECIST组件增加对准和加强PD测定的可靠性。临床相关性影像学终点指导癌症治疗决策。RECIST 1.1是标准,阅读器之间的可变性会破坏PFS的准确性。通过评估RECIST组件的可靠性,这项工作旨在提高试验精度,实现更快、更自信的决策,最终使患者受益。
{"title":"What are RECIST 1.1 progressions made of? Variability in double-read oncology trials.","authors":"Hubert Beaumont, Luca Cantini, Kamal S Saini, Nathalie Faye, Ritu Gill, Antoine Iannessi","doi":"10.1007/s00330-025-12234-4","DOIUrl":"https://doi.org/10.1007/s00330-025-12234-4","url":null,"abstract":"<p><strong>Objective: </strong>Blinded Independent Central Review (BICR) with double reads and adjudication is crucial in imaging-based clinical trials to ensure quality data. However, discrepancies in double reading can affect trial outcomes, particularly in assessing disease progression in phase 3 oncology studies using RECIST 1.1 criteria. This study examined discordance in the date of progressive disease (DoPD) across RECIST components: target lesion (TL), non-target lesion (nTL), new lesion (NL), exploring its impact on survival curves and whether discrepancies stem from timing differences or true/false PD detection.</p><p><strong>Materials and methods: </strong>We retrospectively analyzed data from five clinical trials using BICR with double reads plus adjudication, involving 1932 lung cancer patients on immunotherapy or targeted therapy. RECIST components were examined to assess DoPD concordance, discrepancies, adjudicator acceptance, detection timing, and impact on survival curves.</p><p><strong>Results: </strong>Readers showed a 39.3% discordance rate in DoPD assessments, with agreement on 17.3% of DoPD cases and 43.4% of non-PD cases. In 54.2% of concordant cases, multiple RECIST components contributed to PD. Discordance was primarily caused by NL (41.4%), sum of TL diameter increase (33.3%), nTL (11.8%), or multiple components (13.4%). In 49.2% of discrepant cases, PD was reported late, usually within one treatment cycle (79.8%). 62.5% of disputed PD cases were accepted by adjudication.</p><p><strong>Conclusion: </strong>Different RECIST components vary in their likelihood of causing discordance and being accepted or refuted by adjudicators. NL detection is key for identifying progression but also the main source of disagreement. Using multiple RECIST components enhances the reliability of PD assessment.</p><p><strong>Key points: </strong>Question How does discordance across RECIST components-especially new lesion detection-influence progression assessment timing and potentially alter survival outcomes in oncology clinical trials? Findings Reader disagreement on progression dates is common, driven mainly by new lesion detection; incorporating multiple RECIST components increases alignment and strengthens PD determination reliability. Clinical relevance Imaging endpoints guide cancer treatment decisions. RECIST 1.1 is the standard, inter-reader variability can undermine PFS accuracy. By evaluating RECIST component reliability, this work aims to improve trial precision, enabling faster, more confident decisions that ultimately benefit patients.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146149190","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
ESR Essentials: bone marrow MRI in oncology-practice recommendations by the European Society of Musculoskeletal Radiology. ESR要点:骨髓MRI在肿瘤学的实践建议由欧洲肌肉骨骼放射学会。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-09 DOI: 10.1007/s00330-025-12307-4
Frédéric E Lecouvet, Lokmane Taihi, Thomas Kirchgesner, Vassiliki Pasoglou, Marin Halut, Hatice Tuba Sanal, Salvatore Gitto, Teodoro Martín-Noguerol, Violeta Vasilevska-Nikodinovska, Filip Vanhoenacker, Joan C Vilanova

Involvement of the bone marrow by metastases from solid tumors or multiple myeloma (MM) is a critical challenge in oncologic imaging. Lesion detection and staging, as well as accurate assessment of treatment response, disease recurrence, and complications, are key to optimal patient management. This article provides recommendations for performing and interpreting bone marrow MRI in cancer patients. MRI should be the primary imaging modality for patients suspected of having skeletal bone metastases or MM, and should replace radiography, bone scintigraphy, and CT for these indications. Protocols must be tailored to the clinical context and to each specific cancer. Whole-body MRI (WB-MRI) is preferred for a comprehensive assessment, while axial skeleton MRI (AS-MRI) is a fast and reliable alternative for targeted or follow-up evaluations. We recommend standardized protocols that incorporate anatomical sequences (preferably fast spin echo T2 Dixon) and diffusion-weighted imaging (DWI). Quantitative biomarkers, e.g., apparent diffusion coefficient (ADC) and fat fraction (FF), should be implemented to improve diagnostic accuracy and evaluate treatment response. Radiologists must be familiar with the typical patterns of bone marrow replacement by cancer cells, response assessment principles, and common imaging pitfalls. Every medical imaging facility should offer optimal bone marrow MRI and implement these recommendations using available MRI systems and existing disease-oriented guidelines. This ESR Essentials illustrates when, how, and why to perform bone marrow MRI to improve diagnostic precision and oncologic care across a broad range of indications. KEY POINTS: Prefer MRI of the bone marrow over radiographs, bone scintigraphy, or CT for suspected bone metastases of solid cancers and for myeloma staging. Use MRI for diagnosis of bone involvement, disease staging, assessment of lesion response to treatment, detection of recurrence, and assessment of osseous complications. Tailor MRI protocol to cancer type following existing guidelines, targeting either the axial skeleton or the "whole body," and using a panel of sequences with fat-sensitive, fast spin echo T2 Dixon and diffusion-weighted sequences as the fundamental components.

实体瘤或多发性骨髓瘤(MM)转移瘤累及骨髓是肿瘤影像学的一个关键挑战。病变的检测和分期,以及治疗反应、疾病复发和并发症的准确评估,是优化患者管理的关键。本文提供了对癌症患者进行骨髓MRI检查和解释的建议。对于怀疑患有骨性骨转移或MM的患者,MRI应是主要的影像学检查方式,并应取代x线摄影、骨显像和CT检查这些适应症。治疗方案必须根据临床情况和每种特定的癌症进行调整。全身MRI (WB-MRI)是全面评估的首选,而轴向骨骼MRI (AS-MRI)是一种快速可靠的替代方案,用于靶向或随访评估。我们推荐标准化的方案,包括解剖序列(最好是快速自旋回声T2 Dixon)和弥散加权成像(DWI)。定量生物标志物,如表观扩散系数(ADC)和脂肪分数(FF),应实施提高诊断准确性和评估治疗反应。放射科医生必须熟悉骨髓被癌细胞替代的典型模式、反应评估原则和常见的成像陷阱。每个医学成像机构都应该提供最佳的骨髓MRI,并使用可用的MRI系统和现有的疾病导向指南来实施这些建议。本ESR要点说明了何时、如何以及为什么要在广泛的适应症中进行骨髓MRI以提高诊断精度和肿瘤护理。重点:对于可疑的实体癌骨转移和骨髓瘤分期,MRI优于x线片、骨显像或CT。使用MRI诊断骨受累、疾病分期、评估病变对治疗的反应、检测复发和评估骨并发症。根据现有指南,针对癌症类型定制MRI方案,针对轴向骨架或“全身”,并使用一组具有脂肪敏感、快速自旋回声T2 Dixon和扩散加权序列的序列作为基本组成部分。
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引用次数: 0
Unlocking the full potential of MRI with artificial intelligence for pre-operative meningioma evaluation. 利用人工智能释放MRI在脑膜瘤术前评估中的全部潜力。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-09 DOI: 10.1007/s00330-025-12317-2
Laurent Letourneau-Guillon
{"title":"Unlocking the full potential of MRI with artificial intelligence for pre-operative meningioma evaluation.","authors":"Laurent Letourneau-Guillon","doi":"10.1007/s00330-025-12317-2","DOIUrl":"https://doi.org/10.1007/s00330-025-12317-2","url":null,"abstract":"","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146149522","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
The velocity challenge: MRI reveals highly variable prostate cancer growth rates in active surveillance. 速度挑战:MRI在主动监测中显示高度可变的前列腺癌生长速率。
IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-02-06 DOI: 10.1007/s00330-025-12312-7
Raphaële Renard-Penna
{"title":"The velocity challenge: MRI reveals highly variable prostate cancer growth rates in active surveillance.","authors":"Raphaële Renard-Penna","doi":"10.1007/s00330-025-12312-7","DOIUrl":"https://doi.org/10.1007/s00330-025-12312-7","url":null,"abstract":"","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":" ","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146131882","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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