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Correction: Establishing discard criteria for lead aprons using deep learning-based quantification of defect area on X-ray fluoroscopic video. 更正:使用基于深度学习的x射线透视视频缺陷区域量化建立铅围裙的丢弃标准。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 DOI: 10.1007/s12194-026-01116-z
Koichi Hanada, Haruka Suzuki, Masato Takahashi, Hiraku Fuse, Manamu Kimura, Kota Sasaki, Kenji Yasue, Hiroki Nosaka, Shin Miyakawa, Norikazu Koori
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引用次数: 0
Adaptive 3D-CRT with CCRT for head and neck cancer: resource limited single center experience in Bangladesh. 自适应3D-CRT结合CCRT治疗头颈癌:孟加拉国资源有限的单一中心经验。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-07-27 DOI: 10.1007/s12194-026-01105-2
Al-Amin, Pretam K Das, Samiron Kumar Saha, Abdul Mannan, Afroja Begum Tania, Samiul Alim, Priyanka Poddar, Abul Hasnat, Rafiqul Islam

Anatomical changes during Head and Neck Cancer (HNC) radiotherapy can compromise target volume dose coverage and Organs at Risk (OARs) sparing. This study evaluated the volumetric, dosimetric, clinical, and cost-effectiveness impacts of Adaptive Radiotherapy (ART) in HNC patients treated with Three-Dimensional Conformal Radiotherapy (3D-CRT) and Con-Current Chemo-Radiotherapy (CCRT) in resource-limited settings. Fifteen patients with advanced HNC were treated using 3D-CRT with CCRT to a total dose of 70 Gray (Gy) in 35 fractions. A repeat Computed Tomography (re-CT) simulation was performed at 44 Gy due to anatomical changes such as weight loss and tumor shrinkage during the treatment. Adaptive plans were generated using the re-CT images. Pre- and re-CT simulation images were fused, and Planning Target Volumes (PTVs) from the initial and adaptive plans were compared to evaluate the volumetric changes. Adaptive plans were then compared with the initial plans using Dose-Volume Histograms (DVHs), and dosimetric variations in Gross Tumor Volume (GTV), Clinical Target Volume (CTV), and PTV were evaluated. Target coverage deterioration observed with 3D-CRT was mitigated by ART, resulting in improved coverage for both high- and low-dose target volumes compared with the accumulated planned dose. The mean body weight ratio was 0.88 (12% weight loss), and the mean PTV volume ratio up to 44 Gy was 0.76 (24% reduction). Adaptive plans reduced the relative mean dose to the spinal cord 3.2%, brainstem 1.4%, ipsilateral parotid 4.10%, contralateral parotid 2.75%, esophagus 7.40%, mandible 3.60%, and oral cavity 5.60%, while dose coverage of GTV, CTV, and PTV improved by 3.50%, 3.06%, and 2.67%, respectively. ART combined with 3D-CRT and CCRT enhances target coverage while reducing doses to OARs. Re-CT-based adaptive planning at approximately 44 Gy appears to be a feasible and cost-effective strategy for maintaining dosimetric accuracy and adapting to volumetric changes in resource-limited settings.

头颈癌(HNC)放疗期间的解剖变化可能损害靶体积剂量覆盖和危险器官(OARs)的保留。本研究评估了在资源有限的情况下,在接受三维适形放疗(3D-CRT)和同步化疗(CCRT)治疗的HNC患者中,适应性放疗(ART)的体积学、剂量学、临床和成本效益影响。15例晚期HNC患者采用3D-CRT联合CCRT治疗,总剂量为70 Gray (Gy),分35份。由于治疗期间体重减轻和肿瘤缩小等解剖变化,在44 Gy下进行了重复计算机断层扫描(re-CT)模拟。使用re-CT图像生成自适应平面图。融合预ct和重新ct模拟图像,并比较初始规划和自适应规划的规划目标体积(ptv),以评估体积变化。然后使用剂量-体积直方图(DVHs)将适应性方案与初始方案进行比较,并评估总肿瘤体积(GTV)、临床靶体积(CTV)和PTV的剂量学变化。通过3D-CRT观察到的靶覆盖恶化通过ART得到缓解,与累积计划剂量相比,高剂量和低剂量靶体积的覆盖都有所改善。平均体重比为0.88(减重12%),平均PTV体积比为0.76(减重24%)。适应性方案使脊髓、脑干、同侧腮腺、对侧腮腺、食道、下颌骨和口腔的相对平均剂量分别降低3.2%、1.4%、4.10%、2.75%、7.40%、3.60%和5.60%,GTV、CTV和PTV的剂量覆盖率分别提高3.50%、3.06%和2.67%。抗逆转录病毒治疗与3D-CRT和CCRT相结合,提高了目标覆盖率,同时减少了对OARs的剂量。在资源有限的环境中,基于re - ct的约44 Gy自适应规划似乎是一种保持剂量学准确性和适应体积变化的可行且具有成本效益的策略。
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引用次数: 0
Low-kVp techniques for radiation dose optimization in abdominopelvic contrast-enhanced CT: a scoping review. 低kvp技术在腹腔造影增强CT中的辐射剂量优化:范围审查。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-06-03 DOI: 10.1007/s12194-026-01063-9
Nitika C Panakkal, Rajagopal Kadavigere, Suresh Sukumar, N Ravishankar, Shivanath Shanbhag, Visakh Thrivikraman Nair

Contrast-enhanced computed tomography (CECT) of the abdomen and pelvis is widely used for diagnostic imaging but contributes substantially to cumulative medical radiation exposure. Low tube voltage (kVp) imaging has gained attention as a practical strategy for radiation dose optimization while maintaining diagnostic image quality.The study aimed to map the current evidence on low-kVp techniques for radiation dose reduction in adult abdominopelvic CECT and evaluate their effects on radiation dose and image quality. This scoping review was conducted in accordance with the Arksey and O'Malley framework and PRISMA-ScR guidelines. A systematic search of Scopus, PubMed, Web of Science, Cochrane Library, and CINAHL identified studies published between 2000 and 2025 that reported low-kVp dose optimization strategies in adult patients. Data were extracted on scanner characteristics, tube voltage settings, reconstruction techniques, and reported dose reductions. Thirteen studies (sample size: 30-907) patients were included. Tube voltage settings ranged from 80 to 120 kVp, with 80 kVp consistently achieving substantial dose reductions (11-86%), particularly when combined with hybrid, model-based, or deep learning reconstruction algorithms that mitigated image noise and preserved diagnostic confidence. Automatic tube voltage selection and patient size-adapted protocols further supported individualized dose optimization. However, considerable heterogeneity in imaging protocols, reconstruction methods, and dose metrics limited comparability across studies. Low-kVp imaging is an effective approach for reducing radiation dose in contrast-enhanced abdominopelvic CT without compromising diagnostic adequacy. Standardized reporting and large prospective multicenter studies are needed to establish optimal protocols and support broader clinical implementation.

腹部和骨盆的对比增强计算机断层扫描(CECT)广泛用于诊断成像,但对累积医疗辐射暴露有很大贡献。低管电压(kVp)成像作为一种实用的策略,在保持诊断图像质量的同时优化辐射剂量,已经引起了人们的关注。本研究旨在对低kvp技术在成人骨盆CECT中降低辐射剂量的现有证据进行分析,并评估其对辐射剂量和图像质量的影响。根据Arksey和O'Malley框架和PRISMA-ScR指南进行了范围审查。通过对Scopus、PubMed、Web of Science、Cochrane Library和CINAHL的系统搜索,确定了2000年至2025年间发表的关于成人患者低钾钾剂量优化策略的研究。数据提取的扫描仪特性,管电压设置,重建技术,并报告剂量减少。纳入13项研究(样本量:30-907)患者。管电压设置范围为80至120 kVp,其中80 kVp可持续大幅降低剂量(11-86%),特别是与混合、基于模型或深度学习重建算法结合使用时,可减轻图像噪声并保持诊断可信度。自动管电压选择和患者尺寸适应方案进一步支持个体化剂量优化。然而,成像方案、重建方法和剂量计量的相当大的异质性限制了研究之间的可比性。低kvp成像是在不影响诊断充分性的情况下减少对比增强腹部骨盆CT辐射剂量的有效方法。需要标准化报告和大型前瞻性多中心研究来建立最佳方案并支持更广泛的临床实施。
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引用次数: 0
Evaluation of super-resolution deep learning reconstruction on three-dimensional constructive interference in steady state for enhanced visualization of vestibular schwannomas. 超分辨率深度学习重建稳态三维建设性干涉增强前庭神经鞘瘤可视化效果的评价。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-06-01 DOI: 10.1007/s12194-026-01073-7
Akira Katayama, Koichiro Yasaka, Miori Fujimoto, Yusuke Asari, Satoru Kamio, Jun Kanzawa, Yuki Sonoda, Shigeru Kiryu, Osamu Abe

We evaluated whether, compared with conventional deep learning reconstruction (DLR) and zero-filling interpolation (ZIP), super-resolution DLR (SR-DLR) enhances the visualization of vestibular schwannomas and cranial nerves in three-dimensional constructive interference in steady state (3D-CISS) magnetic resonance (MR) imaging. This retrospective study analyzed 39 patients with vestibular schwannomas who underwent 3T MR imaging with 3D-CISS. Axial images were reconstructed using SR-DLR, DLR, and ZIP. Three readers independently evaluated tumor depiction, depiction of facial and vestibulocochlear nerves, sharpness, noise, artifacts, and diagnostic acceptability. Quantitative indicators included edge rise distance (ERD) and edge rise slope (ERS) measured along a linear region of interest (ROI) drawn perpendicularly across the tumor-cistern cerebrospinal fluid (CSF) boundary, and signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) and contrast ratio (CR) calculated from circular ROIs (3-5 mm) placed in the tumor and prepontine CSF. SR-DLR significantly improved visualization of vestibular schwannoma and facial and vestibulocochlear nerves compared with ZIP (p < 0.001). Nerve depiction ratings varied between readers when comparing SR-DLR and DLR. SR-DLR yielded significantly better sharpness, lower ERD and higher ERS than both DLR and ZIP (p < 0.001). Artifacts showed no significant differences. No clear deterioration in noise was noted. Objectively, SR-DLR showed significantly higher CR than DLR (p = 0.023) and ZIP (p < 0.001). SNR and CNR were significantly higher with SR-DLR than ZIP, but comparable to DLR. SR-DLR improves sharpness and lesion conspicuity on 3D-CISS imaging without a clear increase in artifacts or noise compared with ZIP.

我们评估了与传统的深度学习重建(DLR)和零填充插值(ZIP)相比,超分辨率DLR (SR-DLR)在三维稳态(3D-CISS)磁共振(MR)成像中是否增强了前庭神经鞘瘤和颅神经的可视化。本回顾性研究分析了39例使用3D-CISS进行3T MR成像的前庭神经鞘瘤患者。利用SR-DLR、DLR和ZIP重建轴向图像。三位读者独立评估肿瘤描述、面部和前庭耳蜗神经的描述、清晰度、噪声、伪影和诊断可接受性。定量指标包括沿垂直于肿瘤-脑池脑脊液(CSF)边界的线性兴趣区域(ROI)测量的边缘上升距离(ERD)和边缘上升斜率(ERS),以及根据放置在肿瘤和脑脊液中的圆形ROI (3-5 mm)计算的信噪比(SNR)、噪声对比比(CNR)和对比度(CR)。与ZIP相比,SR-DLR显著改善了前庭神经鞘瘤、面神经和前庭耳蜗神经的显像
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引用次数: 0
CDSegNet: a multi-scale convolution and attention mechanism U-shaped network for Crohn's disease lesion segmentation. CDSegNet:一种多尺度卷积和注意机制的克罗恩病病灶分割u型网络。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-06-12 DOI: 10.1007/s12194-026-01081-7
Peipei Wang, Yu Liu, Yuanjun Wang

Accurate segmentation of Crohn's disease (CD) lesions from computed tomography enterography (CTE) cross-sectional images is crucial for diagnosing CD patients and may assist in developing a personalized treatment plan. However, to the best of our knowledge, studies on automatic CD lesion segmentation remain limited. This paper proposes a novel model (named CDSegNet) based on the U-Net to improve the segmentation of CD lesions. The model integrates a residual dilated and standard convolution feature extract (RDCFE) module to enhance fine-grained and global feature extraction while preserving information flow. Furthermore, a residual attention feature extraction (RAFE) module is introduced in the decoder to refine features and sharpen ambiguous lesion boundaries. In addition, a multi-scale convolution module is designed to aggregate features from different receptive fields to improve robustness across varying lesion sizes. Finally, Intersection over Union (IoU), Recall, Dice Similarity Coefficient (DSC), and Hausdorff distance (HD) are employed to quantitatively assess the model performance. The Recall, IoU, HD, and DSC of the CDSegNet are 0.867, 0.820, 23.28, and 0.895, respectively. Compared to the baseline model U-Net on our dataset, the IoU, HD, and DSC improve by 11.6%, 3.21, and 10.4%, respectively. Experiment results demonstrate that CDSegNet exhibits competitive performance under the current experimental setting, with particular strengths in segmenting small and medium lesions and achieving stable segmentation across all test images. However, further validation is needed prior to clinical application.

从计算机断层扫描肠摄影(CTE)横断面图像中准确分割克罗恩病(CD)病变对于诊断CD患者至关重要,并可能有助于制定个性化的治疗计划。然而,据我们所知,对CD病变自动分割的研究仍然有限。本文提出了一种新的基于U-Net的CDSegNet模型来改进CD病灶的分割。该模型集成了残差扩展和标准卷积特征提取(RDCFE)模块,在保持信息流的同时增强了细粒度和全局特征提取。此外,在解码器中引入了残差注意特征提取(RAFE)模块,以细化特征并锐化模糊病灶边界。此外,设计了一个多尺度卷积模块来聚合来自不同感受野的特征,以提高不同病变大小的鲁棒性。最后,使用交集/联合(IoU)、召回率(Recall)、骰子相似系数(DSC)和豪斯多夫距离(HD)来定量评估模型的性能。CDSegNet的Recall、IoU、HD、DSC分别为0.867、0.820、23.28、0.895。与我们数据集上的基线模型U-Net相比,IoU、HD和DSC分别提高了11.6%、3.21%和10.4%。实验结果表明,CDSegNet在目前的实验环境下表现出具有竞争力的性能,特别是在分割中小型病变和在所有测试图像上实现稳定的分割方面具有优势。然而,在临床应用之前,需要进一步的验证。
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引用次数: 0
Coplanar versus non-coplanar volumetric modulated arc therapy for hippocampal avoidance whole brain radiotherapy using Monte Carlo-based planning system. 基于蒙特卡罗计划系统的共面与非共面体积调制电弧治疗海马回避全脑放疗。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-07-15 DOI: 10.1007/s12194-026-01097-z
Surendran Jagadeesan, Majed Alghamdi, Karthikeyan Kalyanasundaram, Moaz Mohammed, Yoginee Sonawane, Raad Sweidan, Yousra Naduthodi, Humaid O Al-Shamsi, Ibrahim Abu-Gheida

This retrospective study evaluates the dosimetric performance of coplanar versus non-coplanar volumetric modulated arc therapy (VMAT) for hippocampal avoidance whole-brain radiotherapy (HA-WBRT) using the Monaco treatment planning system. Ten patients were replanned using four techniques: three coplanar configurations with two, three, and four arcs, and one plan with both coplanar and non-coplanar arcs. A prescription of 30 Gy in 10 fractions was delivered to the planning target volume (PTV). Increasing the number of coplanar arcs improved target coverage and homogeneity, with the four-arc coplanar plan achieving PTV coverage, conformity, and homogeneity comparable to the non-coplanar approach. All techniques met protocol constraints for hippocampal and organ-at-risk doses, although non-coplanar VMAT produced the lowest absolute hippocampal doses. Non-coplanar plans required higher monitor units and longer treatment times. Four-arc coplanar VMAT demonstrated comparable dosimetric performance with improved delivery efficiency, supporting its use as a practical alternative in settings where non-coplanar delivery is limited.

本回顾性研究使用摩纳哥治疗计划系统评估共面与非共面体积调制电弧治疗(VMAT)在海马回避全脑放疗(HA-WBRT)中的剂量学性能。10例患者采用四种技术重新规划:三种共面配置,两种、三种和四种圆弧,一种方案,两种共面和非共面圆弧。将30 Gy的处方分为10份递送到计划靶体积(PTV)。增加共面弧的数量提高了目标的覆盖和均匀性,与非共面方法相比,四弧共面方案实现了PTV覆盖、一致性和均匀性。尽管非共面VMAT产生的绝对海马剂量最低,但所有技术都符合方案对海马和器官危险剂量的限制。非共面方案需要更高的监测单元和更长的治疗时间。四弧共面VMAT具有可比较的剂量学性能和提高的输送效率,支持其在非共面输送受限的环境中作为实用替代方案的使用。
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引用次数: 0
Managing radiological technologists' impatience: testing the effectiveness of a group work intervention. 管理放射科技术人员的不耐烦:测试小组工作干预的有效性。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-06-06 DOI: 10.1007/s12194-026-01075-5
Ryu Mabuchi, Hiroshi Nakai

Impatience is closely associated with stress, anxiety, and tension, all of which can adversely affect task performance and decision-making. Previous research analyzing incident reports from radiological technologists (RTs) has shown that impatience contributes to incidents regardless of years of experience. Based on these findings, this study aimed to evaluate the effectiveness of a group-work intervention designed to regulate feelings of impatience. A group-work session titled "Coping with Impatience and Its Effects" was conducted with 16 RTs at Kyoto University Hospital (mean experience: 5.2 years, SD: 7.2 years). A 9-item questionnaire, using a 4-point scale to assess common clinical scenarios, was administered at four time points: pre-intervention, immediately after, 1 month after, and 6 months after the intervention. Changes in scores were analyzed using the Wilcoxon signed-rank test. Regarding the degree of impatience, scores for impatience caused by others (e.g., doctors and nurses) decreased significantly immediately after (Z = 2.38, p < 0.05, r = 0.59), at 1 month (Z = 2.12, p < 0.05, r = 0.53), and at 6 months (Z = 3.01, p < 0.01, r = 0.75). Impatience due to time constraints decreased significantly only immediately after the intervention (Z = 2.76, p < 0.01, r = 0.69). Impatience related to patients showed significant reductions at 1 month (Z = 2.62, p < 0.01, r = 0.66) and at 6 months (Z = 2.35, p < 0.05, r = 0.59). Regarding the impact on performance, impatience caused by others decreased significantly immediately post-intervention (Z = 2.31, p < 0.05, r = 0.58) and at 1 month (Z = 2.13, p < 0.05, r = 0.53). Time-related impact decreased significantly at all post-intervention time points (immediately after: Z = 2.97, p < 0.01, r = 0.74; 1 month: Z = 2.12, p < 0.05, r = 0.53; 6 months: Z = 2.13, p < 0.05, r = 0.53). No significant changes were observed in the impact of patient-related impatience. All significant effects demonstrated large effect sizes (r) according to Cohen's criteria. A group-work intervention focused on the emotional regulation of impatience may be effective in reducing both impatience and its impact on the duties of RTs. These findings suggest that such interventions could contribute to improved patient safety and enhanced professional well-being.

急躁与压力、焦虑和紧张密切相关,所有这些都会对任务表现和决策产生不利影响。先前的研究分析了放射技术专家(RTs)的事故报告,结果表明,无论经验如何,急躁都会导致事故的发生。基于这些发现,本研究旨在评估旨在调节不耐烦情绪的小组工作干预的有效性。对京都大学医院的16名RTs(平均经验:5.2年,SD: 7.2年)进行了题为“应对不耐烦及其影响”的小组工作会议。在干预前、干预后、干预后1个月和干预后6个月四个时间点进行9项问卷调查,采用4分制评估常见临床情况。使用Wilcoxon符号秩检验分析分数的变化。在急躁程度方面,由他人(如医生和护士)引起的急躁得分立即显著下降(Z = 2.38, p
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引用次数: 0
Photon beam energy selection for scalp dose reduction in whole-brain radiotherapy: a benchmark phantom study. 全脑放疗中减少头皮剂量的光子束能量选择:一项基准幻像研究。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-06-10 DOI: 10.1007/s12194-026-01071-9
Takahiro Kato, Daiki Senzaki, Takaomi Harada, Hisashi Sato

To evaluate the effects of photon beam energy on region-specific scalp dose and target coverage in whole-brain radiotherapy (WBRT), with additional assessment of field configuration. This study was conducted as a benchmark dosimetric investigation using an anthropomorphic head phantom. WBRT plans were generated with a field-in-field technique and lateral opposed fields. Photon beam energies of 4, 6, 8, 10, and 15 MV were assessed under two field configurations: an open-field plan and a close-field plan without air space. The scalp was segmented into four anatomical regions. Dosimetric evaluation included planning target volume coverage, homogeneity index, scalp D2cc, and normal tissue complication probability (NTCP) for permanent alopecia based on generalized equivalent uniform dose. Lens and cochlear doses were also analyzed. PTV coverage and dose homogeneity were comparable across beam energies. In all scalp regions, dose decreased with increasing photon beam energy, with the strongest dependence in the top and back regions. The lowest scalp NTCP was observed at 15 MV, although 8-10 MV yielded comparable reductions. The close-field configuration consistently reduced scalp dose relative to the open-field approach, with a maximum NTCP reduction of approximately 17%. Lens dose was lower with the close-field approach, whereas cochlear dose decreased with decreasing photon beam energy. Photon beam energy selection in WBRT has a clear region-specific impact on scalp dose. Energies of 8-10 MV, particularly with a close-field approach, may provide a practical balance between scalp sparing, OAR protection, and clinical feasibility.

评估全脑放疗(WBRT)中光子束能量对区域特异性头皮剂量和靶标覆盖的影响,并对场配置进行额外评估。本研究采用拟人化头部假体作为基准剂量学研究。WBRT计划是通过田间技术和横向对置油田生成的。在两种场配置下评估了4、6、8、10和15 MV的光子束能量:开放场计划和没有空气空间的封闭场计划。头皮被分割成四个解剖区域。剂量学评价包括计划靶体积覆盖率、均匀性指数、头皮D2cc和基于广义等效均匀剂量的永久性脱发正常组织并发症概率(NTCP)。还分析了晶状体和耳蜗的剂量。PTV覆盖范围和剂量均匀性在光束能量上具有可比性。在所有头皮区域,剂量随光子束能量的增加而降低,其中顶部和后部的依赖性最强。头皮NTCP在15毫伏时最低,尽管8-10毫伏也有类似的降低。相对于开场方法,近场配置持续降低头皮剂量,最大NTCP减少约17%。晶状体剂量随近场入路降低,耳蜗剂量随光子束能量降低而降低。WBRT中的光子束能量选择对头皮剂量有明显的区域特异性影响。8-10毫伏的能量,特别是在近场入路时,可以在头皮保护、桨叶保护和临床可行性之间提供实际的平衡。
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引用次数: 0
Effect of 70-kVp chest CT on surface dose at the mammary gland level in a neonatal phantom under matched CTDIvol conditions. 在匹配CTDIvol条件下,70 kvp胸部CT对新生儿乳腺水平表面剂量的影响。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-08-07 DOI: 10.1007/s12194-026-01117-y
Nanami Usui, Takanori Masuda, Norimi Nishiyama, Junichi Nakagawa, Mako Yamada, Nagito Kuwada, Hitoshi Takahata, Takashi Amano, Shinichi Arao

To compare surface dose at the mammary gland level between 70- and 120-kVp non-contrast neonatal chest computed tomography (CT) under matched volume CT dose index (CTDIvol) conditions, a neonatal anthropomorphic phantom was scanned using a 256-row CT scanner. Real-time dosimeters were placed bilaterally on the anterior chest wall at the mammary gland level and on the posterior chest wall at the same axial level. For the 70-kVp protocol, the noise index was adjusted to match the console-displayed CTDIvol of the 120-kVp protocol. Each protocol was repeated 15 times, and image noise was measured on axial images. Anterior surface dose was significantly higher with 70 kVp than with 120 kVp (median [IQR], 5.67 [5.17-5.86] vs. 5.29 [4.84-5.43] mGy; p < 0.01). Posterior surface dose and image noise did not differ significantly. Under matched CTDIvol conditions, 70-kVp neonatal chest CT increased anterior mammary surface dose relative to 120-kVp CT in this phantom.

为了比较匹配容积CT剂量指数(CTDIvol)条件下70 kvp和120 kvp的非对比新生儿胸部计算机断层扫描(CT)在乳腺水平的表面剂量,使用256排CT扫描仪扫描新生儿拟人化幻影。实时剂量仪放置于双侧乳腺水平的前胸壁和相同轴向水平的后胸壁。对于70-kVp协议,调整噪声指数以匹配控制台显示的120-kVp协议的CTDIvol。每个方案重复15次,并在轴向图像上测量图像噪声。70 kVp组前表面剂量显著高于120 kVp组(中位[IQR], 5.67[5.17-5.86]比5.29 [4.84-5.43]mGy
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引用次数: 0
Improved delineation of the cystic artery using super-resolution deep learning reconstruction in contrast-enhanced abdominal computed tomography. 利用超分辨率深度学习重建增强腹部计算机断层扫描改善囊性动脉的描绘。
IF 1.6 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-09-01 Epub Date: 2026-05-18 DOI: 10.1007/s12194-026-01066-6
Akira Katayama, Koichiro Yasaka, Yasunori Hamaguchi, Akiyoshi Hamada, Naomasa Okimoto, Osamu Abe

This study aimed to evaluate the image quality and delineation of the cystic artery and related abdominal vessels using Super-Resolution Deep Learning Reconstruction (SR-DLR) on contrast-enhanced computed tomography (CT), compared with standard Deep Learning Reconstruction (DLR). This retrospective study included 60 patients who underwent contrast-enhanced abdominal CT with an arterial phase between April and June 2025. Images were reconstructed using both SR-DLR and DLR algorithms. Quantitative evaluation included CT attenuation values, image noise, contrast-to-noise ratio (CNR), full width at half maximum (FWHM), and edge rise distance and edge rise slope (ERD/ERS) for the superior mesenteric artery (SMA) and proper hepatic artery (PHA). Three radiologists independently performed qualitative assessments of cystic artery, PHA, SMA, and cystic duct delineation, as well as image noise, sharpness, and artifacts. SR-DLR showed significantly lower image noise and higher CT attenuation values and CNR than DLR (p < 0.001). SR-DLR yielded higher ERS and lower ERD for the PHA and SMA compared to DLR (p ≤ 0.006). Qualitative analysis demonstrated that all three readers rated cystic artery delineation as significantly better with SR-DLR than with DLR (p ≤ 0.018). SR-DLR also achieved higher scores for image sharpness and diagnostic acceptability (p ≤ 0.001). SR-DLR significantly improves the delineation and image quality of the cystic artery and adjacent vascular anatomy compared with DLR. While no significant improvement in cystic artery detection was observed, the enhanced image quality may better support clinical confidence in preoperative planning for cholecystectomy and interventional radiology procedures.

本研究旨在评估对比增强计算机断层扫描(CT)上使用超分辨率深度学习重建(SR-DLR)与标准深度学习重建(DLR)相比,囊性动脉和相关腹部血管的图像质量和描绘。这项回顾性研究包括60名患者,他们在2025年4月至6月期间接受了动脉期腹部CT增强扫描。采用SR-DLR和DLR算法重建图像。定量评价包括肠系膜上动脉(SMA)和肝固有动脉(PHA)的CT衰减值、图像噪声、噪声对比比(CNR)、半最大全宽(FWHM)、边缘上升距离和边缘上升斜率(ERD/ERS)。三位放射科医生独立进行了囊性动脉、PHA、SMA和囊性导管的定性评估,以及图像噪声、清晰度和伪影。SR-DLR的图像噪声明显低于DLR, CT衰减值和CNR明显高于DLR (p
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Radiological Physics and Technology
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