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Standardization of image quality in dynamic chest radiography: a determination procedure of individualized exposure settings based on the data from plain chest radiography. 动态胸片成像质量的标准化:基于普通胸片数据的个体化曝光设置的确定程序。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-08-27 DOI: 10.1007/s12194-025-00955-6
Hiroaki Tsutsumi, Kazuki Takegami, Taiga Miura, Masaki Takemitsu, Ayumi Takegami, Shohei Kudomi, Sono Kanoya, Tsunahiko Hirano, Kazuto Matsunaga

In plain chest radiography (CXR), automatic exposure control (AEC) is generally used to standardize image quality. In contrast, dynamic chest radiography (DCR) systems preliminarily require manual setting of tube current-time products (mAs value). Body mass index (BMI) of patients is one of the indexes to determine the mAs value; however, standardization is limited because the anatomical differences are not considered. In this study, for further standardization, we propose a practical procedure to determine the individual mAs value of DCR using data obtained from CXR. To evaluate its effectiveness, we retrospectively analyzed 97 patients who underwent both CXR and DCR on the same day. DCR was performed in the following procedures: (1) obtain the relationship between the mAs value and the exposure indicator (S value, Konica Minolta, Inc.) obtained in CXR acquisition, (2) calculate the mAs value of DCR for the target S value of 2500, and (3) record the S value in DCR. The tube voltages for CXR and DCR were set to 120 kV and 100 kV with a copper filter, respectively. The differences in exposure doses were corrected by measuring the air kerma using a CdTe detector. As a result, the S values of CXR and DCR were 133 ± 13 (Coefficient of Variation (CV) = 9.9%) and 2629 ± 207 (CV = 7.9%), respectively, which were not dependent on the patient size based on evaluating the S values of five classified BMI groups. In conclusion, our proposed procedure enables standardization of the image quality in DCR by optimizing the patient-specific exposure conditions.

在胸部x线平片(CXR)中,通常采用自动曝光控制(AEC)来规范图像质量。相比之下,动态胸片(DCR)系统初步需要手动设置管电流时间产品(mAs值)。患者身体质量指数(BMI)是确定mAs值的指标之一;然而,标准化是有限的,因为没有考虑解剖差异。在本研究中,为了进一步标准化,我们提出了一种实用的程序,利用从CXR获得的数据来确定DCR的单个mAs值。为了评估其有效性,我们回顾性分析了97例在同一天接受CXR和DCR的患者。进行DCR的步骤如下:(1)获得在CXR采集中获得的ma值与曝光指标(S值,Konica Minolta, Inc.)之间的关系;(2)计算目标S值为2500的DCR的mAs值;(3)在DCR中记录S值。CXR和DCR的管电压分别设置为120 kV和100 kV,带铜滤波器。暴露剂量的差异通过使用碲化镉探测器测量空气温度来纠正。结果,CXR和DCR的S值分别为133±13(变异系数(CV) = 9.9%)和2629±207 (CV = 7.9%),这与5个BMI分类组的S值无关。总之,我们提出的程序通过优化患者特定的曝光条件,实现了DCR图像质量的标准化。
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引用次数: 0
Evaluation of the usefulness of the masking on un-smoothed image method in 201Tl myocardial perfusion SPECT. 201Tl心肌灌注SPECT非平滑图像掩模方法的有效性评价。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-09-10 DOI: 10.1007/s12194-025-00959-2
Ryuichi Miyajima, Ryo Ueno, Ryosuke Ichino, Satomi Teraoka, Ishikawa Yasushi, Masahiro Sonoda

In 201Tl myocardial perfusion single-photon emission computed tomography (SPECT), gastric wall uptake can impact the inferior wall. This study aimed to evaluate the effectiveness and usefulness of the masking on un-smoothed image (MUS) method for 201Tl myocardial perfusion SPECT. A hemispherical gastric wall phantom was created to simulate the gastric fundus located closest to the myocardium, and the activity was enclosed to achieve an SPECT count ratio against the myocardium equivalent to that observed in clinical practice. The minimum values of the defect chip in the circumferential profile curve were compared for six SPECT count ratios and seven gap distances. In the conventional method, increasing SPECT count ratios or gap distances interfered with myocardial perfusion SPECT evaluation. Artifacts were less apparent when the MUS method was applied. The MUS method effectively suppressed the gastric wall uptake on 201Tl myocardial perfusion SPECT.

在201Tl心肌灌注单光子发射计算机断层扫描(SPECT)中,胃壁摄取可影响下壁。本研究旨在评价非平滑图像(MUS)方法在201Tl心肌灌注SPECT中的有效性和实用性。创建一个半球形胃壁幻象来模拟位于最靠近心肌的胃底,并将其活动封闭以达到与临床实践中观察到的心肌相当的SPECT计数比。比较了6种SPECT计数比和7种间隙距离下缺陷芯片在周向轮廓曲线上的最小值。在常规方法中,增加SPECT计数比或间隙距离会干扰心肌灌注SPECT评价。当应用MUS方法时,工件不太明显。在201Tl心肌灌注SPECT上,MUS法能有效抑制胃壁摄取。
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引用次数: 0
Measurement of shrinking immobilizing sheets for radiotherapy using a near-infrared camera. 用近红外照相机测量放射治疗用固定片的收缩。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-09-18 DOI: 10.1007/s12194-025-00963-6
Akito S Koganezawa, Takuya Wada, Daiki Hashimoto, Hidemasa Maekawa, Koichi Muro, Makiko Suitani, Takeo Nakashima, Teiji Nishio

We aimed to develop a technique to precisely measure the shrinkage of immobilization sheets (ISs) using a three-dimensional (3D) tracking of multiple points on IS using a near-infrared camera. A thermoplastic sheet and an elastomer sheet were used in this study. The inter-marker distance (IMD) of neighboring marker pairs and the triangular area (TA) formed by neighboring three markers were analyzed as a function of time since molding each IS. Thermal distance ratio (TDR), IMD normalized to IMD after 48 h, and thermal area ratio (TAR), TA normalized to TA after 48 h, were analyzed using an exponential function. The 3D visualization of the initial shrinkage amplitude (ISA) was created for each IS. The mean ISA and the time constant (TC) in the exponential function (ISA, TC) for horizontal and vertical pairs were (0.34 ± 0.06, 3.9 ± 0.9) and (0.60 ± 0.05, 7.6 ± 0.9) for HFT and (0.13 ± 0.02, 25.0 ± 4.7) and (0.06 ± 0.03, 4.7 ± 3.5) for SF, respectively. The mean (ISA, TC) for HFT and SF were (0.76 ± 0.07, 7.1 ± 0.9) and (0.22 ± 0.03, 17.7 ± 4.2), respectively. Horizontal pairs showed smaller ISA and shorter TC than vertical pairs for HFT, while horizontal pairs showed larger ISA and longer TC than vertical pairs for SF, possibly due to different chemical characteristics of each material under the effect of mechanical force. The mean TDR and TAR are considered useful for evaluating the gross property of IS. The visualized distributions of ISA are considered useful to provide spatial information for investigating relationships between actual handlings and shrinkage of IS.

我们的目标是开发一种技术来精确测量固定片(ISs)的收缩,使用近红外相机对IS上的多个点进行三维(3D)跟踪。研究中使用了热塑性片材和弹性体片材。分析了自每个IS成型以来,相邻标记对的标记间距离(IMD)和相邻三个标记形成的三角形面积(TA)随时间的变化规律。热距离比(TDR), 48 h后IMD归一化为IMD,热面积比(TAR), 48 h后TA归一化为TA,采用指数函数分析。为每个IS创建初始收缩幅度(ISA)的三维可视化。在指数函数(ISA, TC)中,HFT的平均ISA和时间常数(TC)分别为(0.34±0.06,3.9±0.9)和(0.60±0.05,7.6±0.9),SF的平均ISA和时间常数(TC)分别为(0.13±0.02,25.0±4.7)和(0.06±0.03,4.7±3.5)。HFT和SF的平均ISA、TC分别为(0.76±0.07,7.1±0.9)和(0.22±0.03,17.7±4.2)。对于高频振荡,水平偶比垂直偶表现出更小的ISA和更短的TC,而对于高频振荡,水平偶比垂直偶表现出更大的ISA和更长的TC,这可能是由于每种材料在机械力作用下的化学特性不同。平均TDR和TAR被认为对评估IS的总属性有用。ISA的可视化分布被认为可以为研究实际处理与IS收缩之间的关系提供有用的空间信息。
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引用次数: 0
Influence of the number of images on threshold image contrast measurements with a phantom with gold disks in digital mammography. 数字乳房x线照相术中图像数目对带金盘幻像阈值图像对比度测量的影响。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-09-02 DOI: 10.1007/s12194-025-00958-3
Michał Biegała, Agata Batolik

Image quality, in addition to radiation dose, is the most important physical parameter in digital mammography. Image quality should be periodically monitored using the CDMAM phantom. The aim of this study is to investigate the effect of the number of analyzed images on the result of threshold image contrast measurements using the CDMAM phantom in different versions. The images obtained using two versions of the CDMAM phantom, i.e., 3.4 and 4.0, were analyzed. The image analysis was performed and repeated 10 times for 2, 4, 6, 8, 12, 16, 24, and 32 images from a pool of 43 images, separately for each phantom. For the CDMAM 3.4 phantom, a statistical difference was demonstrated between the following groups: S2 vs S6 (p < 0.006), S6 vs S16 (p < 0.001), S6 vs S24 (p < 0.002), S6 vs S32 (p < 0.021), S8 vs S16 (p < 0.019), S8 vs S24 (p < 0.048). For the CDMAM 4.0 phantom, a statistically significant difference was demonstrated between all groups and the N2 group (p < 0.000). For the CDMAM 3.4 phantom, the most favorable number of images required for analysis cannot be clearly determined. For the CDMAM 4.0 phantom, it is recommended to perform 24 images for analysis. Particular attention should be paid when determining the threshold image contrast for a disk diameter of 0.1 mm, as this parameter is used during exposure automation control.

除辐射剂量外,图像质量是数字乳房x线摄影中最重要的物理参数。图像质量应使用CDMAM幻像定期监测。本研究的目的是探讨分析图像的数量对阈值图像对比度测量结果的影响,使用不同版本的CDMAM模型。对使用两个版本的CDMAM幻影(即3.4和4.0)获得的图像进行分析。对43张图像中的2、4、6、8、12、16、24和32张图像分别进行图像分析并重复10次。对于CDMAM 3.4幻像,以下组之间存在统计学差异:S2组与S6组(p
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引用次数: 0
Margin for compensating displacement of adrenal gland metastasis and fiducial marker along with respiratory phase in real-time motion-tracking radiation therapy. 实时运动追踪放射治疗中肾上腺转移的补偿边缘及呼吸相的基准标记物。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-09-05 DOI: 10.1007/s12194-025-00960-9
Yuki Aoyama, Tetsuya Tomida, Susumu Nagata, Noriaki Muramatsu, Ryosei Nakada, Hideyuki Harada

In therapy with Synchrony® mounted on Radixact®, the fiducial marker (FM) and adrenal gland metastasis, which shift with respiratory phase, require margin compensation for high-dose prescriptions. Although compensation is critical, no studies have examined the margin to compensate for the respiratory phase shift. Therefore, we aimed to suggest the compensating margin for the FM and adrenal metastasis shift along with respiratory phase. We used images from four-dimensional computed tomography (4DCT) taken twice and gated CT taken once before therapy initiation with available contour data for FM and adrenal gland metastasis in each image. The distance between the FM and the center of the gross tumor volume (GTV) in each image of a ten-set 4DCT was defined as the correlating association, and a relative cumulative frequency distribution was created based on it. The values of the margins compensating for respiratory displacement were obtained from the relative cumulative frequency distribution in the right-left/posterior-anterior/superior-inferior (S-I) directions. In cases wherein the FM was placed inside the GTV, the margin values decreased in the S-I direction.

在Radixact®基础上的Synchrony®治疗中,基准标志物(FM)和肾上腺转移,随着呼吸期的变化,需要大剂量处方的边际补偿。虽然补偿是至关重要的,但没有研究检查补偿呼吸相移的边际。因此,我们的目的是提出FM和肾上腺转移随呼吸期转移的补偿范围。我们使用了治疗开始前两次的四维计算机断层扫描(4DCT)和一次门控CT图像,每张图像中都有FM和肾上腺转移的轮廓数据。将十集4DCT各图像中FM与总肿瘤体积中心(GTV)的距离定义为相关关联,并以此为基础建立相对累积频率分布。补偿呼吸位移的边缘值由左右/后前/上下(S-I)方向的相对累积频率分布获得。在将FM放置在GTV内部的情况下,S-I方向的裕度值减小。
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引用次数: 0
Dose reduction in radiotherapy treatment planning CT via deep learning-based reconstruction: a single‑institution study. 基于深度学习重建的放疗治疗计划CT剂量降低:一项单机构研究。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-09-24 DOI: 10.1007/s12194-025-00967-2
Keisuke Yasui, Yuri Kasugai, Maho Morishita, Yasunori Saito, Hidetoshi Shimizu, Haruka Uezono, Naoki Hayashi

To quantify radiation dose reduction in radiotherapy treatment-planning CT (RTCT) using a deep learning-based reconstruction (DLR; AiCE) algorithm compared with adaptive iterative dose reduction (IR; AIDR). To evaluate its potential to inform RTCT-specific diagnostic reference levels (DRLs). In this single-institution retrospective study, 4-part RTCT scans (head, head and neck, lung, and pelvis) were acquired on a large-bore CT. Scans reconstructed with IR (n = 820) and DLR (n = 854) were compared. The 75th-percentile CTDIvol and DLP (CTDIIR, DLPIR vs. CTDIDLR, DLPDLR) were determined per site. Dose reduction rates were calculated as (CTDIDLR - CTDIIR)/CTDIIR × 100% and similarly for DLP. Statistical significance was assessed by the Mann-Whitney U-test. DLR yielded CTDIvol reductions of 30.4-75.4% and DLP reductions of 23.1-73.5% across sites (p < 0.001), with the greatest reductions in head and neck RTCT (CTDIvol: 75.4%; DLP: 73.5%). Variability also narrowed. Compared with published national DRLs, DLR achieved 34.8 mGy and 18.8 mGy lower CTDIvol for head and neck versus UK-DRLs and Japanese multi-institutional data, respectively. DLR substantially lowers RTCT dose indices, providing quantitative data to guide RTCT-specific DRLs and optimize clinical workflows.

与自适应迭代剂量减少(IR; AIDR)相比,使用基于深度学习的重建(DLR; AiCE)算法量化放疗治疗计划CT (RTCT)的辐射剂量减少。评估其为rct特异性诊断参考水平(drl)提供信息的潜力。在这项单机构回顾性研究中,在大口径CT上获得了4部分RTCT扫描(头部、头颈、肺部和骨盆)。用IR (n = 820)和DLR (n = 854)重建的扫描结果进行比较。测定每个位点的第75百分位CTDIvol和DLP (CTDIIR、DLPIR vs. CTDIDLR、DLPDLR)。剂量减少率计算为(CTDIDLR - CTDIIR)/CTDIIR × 100%, DLP也类似。采用Mann-Whitney u检验评估统计学显著性。DLR使CTDIvol降低30.4-75.4%,DLP降低23.1-73.5% (p vol: 75.4%, DLP: 73.5%)。变异性也缩小了。与已发表的国家DRLs相比,DLR的头颈部CTDIvol分别比英国DRLs和日本多机构数据低34.8 mGy和18.8 mGy。DLR大大降低了RTCT剂量指标,为指导RTCT特异性drl和优化临床工作流程提供了定量数据。
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引用次数: 0
Estimation of organ and effective doses for rotational cerebral angiography using the National Cancer Institute Dosimetry System for Radiography and Fluoroscopy (NCIRF). 使用国家癌症研究所放射和透视剂量测定系统(NCIRF)估计旋转脑血管造影的器官和有效剂量。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 Epub Date: 2025-09-26 DOI: 10.1007/s12194-025-00969-0
Hitoshi Miyazaki, Toshioh Fujibuchi, Donghee Han, Koji Oura, Takahiro Kosoegawa, Hiroshi Hamasaki, Hideki Yoshikawa, Koichi Arimura, Toyoyuki Kato, Kousei Ishigami, Osamu Togao, Koji Yamashita

Rotational cerebral angiography requires accurate dosimetry. The National Cancer Institute Dosimetry System for Radiography and Fluoroscopy (NCIRF), a Monte Carlo-based dosimetry software, can evaluate the organ dose (OD) and effective dose (ED) with higher accuracy than the conventional Monte Carlo software (PCXMC). We estimated the OD and ED for three-dimensional digital subtraction angiography (3D-DSA) and cone beam computed tomography (CBCT) using the NCIRF, reflecting dose variations during rotational cerebral angiography. The 3D-DSA and CBCT simulation parameters were obtained by rotational imaging of a physical head phantom using the Artis Q biplane system. The air kerma area product for each projection was determined based on the ratio of the tube current-time product for each projection; the NCIRF was used with male and female voxel-type reference computational phantoms. To validate the simulation results, the lens dose of the phantom was measured using radiophotoluminescence glass dosimeters and compared to the simulated lens dose. The highest ODs were delivered to the brain: 8.8 mGy (males) and 11.6 mGy (females) in 3D-DSA and 50.0 mGy (males) and 59.4 mGy (females) in CBCT. The EDs were 0.27 mSv (males) and 0.35 mSv (females) in 3D-DSA and 1.49 mSv (males) and 1.83 mSv (females) in CBCT. Lens doses differed within 8.0% between measurements and simulations, with 45.9-65.5% overestimation in simulations that did not account for dose variability. Simulations that considered dose variability using the NCIRF more accurately estimated OD and ED in rotational cerebral angiography.

旋转脑血管造影需要精确的剂量测定。美国国家癌症研究所放射和透视剂量测定系统(NCIRF)是一种基于蒙特卡罗的剂量测定软件,可以比传统的蒙特卡罗软件(PCXMC)更准确地评估器官剂量(OD)和有效剂量(ED)。我们使用NCIRF估计了三维数字减影血管造影(3D-DSA)和锥形束计算机断层扫描(CBCT)的OD和ED,反映了旋转脑血管造影期间的剂量变化。利用Artis Q双翼系统对实体头部幻影进行旋转成像,获得3D-DSA和CBCT仿真参数。根据每个投影的管电流-时间积的比值确定每个投影的空气面积积;NCIRF用于男性和女性体素型参考计算幻影。为了验证模拟结果,使用放射性光致发光玻璃剂量计测量了幻影的透镜剂量,并与模拟透镜剂量进行了比较。在3D-DSA中,最高的ODs被传递到大脑:8.8 mGy(男性)和11.6 mGy(女性);CBCT中,50.0 mGy(男性)和59.4 mGy(女性)。3D-DSA的EDs分别为0.27 mSv(男性)和0.35 mSv(女性),CBCT的EDs分别为1.49 mSv(男性)和1.83 mSv(女性)。透镜剂量在测量和模拟之间的差异在8.0%以内,在没有考虑剂量变异性的模拟中高估45.9-65.5%。使用NCIRF考虑剂量变异性的模拟更准确地估计了旋转脑血管造影中的OD和ED。
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引用次数: 0
Morphological approaches for optimizing lateral knee radiographs in normal knees and knees with osteoarthritis. 优化正常膝关节和骨关节炎膝关节侧位片的形态学方法。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-29 DOI: 10.1007/s12194-025-00990-3
Nobutada Suzuki, Hajime Ito, Eiichiro Okumura, Takayuki Sakai, Shigehiro Ochi, Noriyuki Yanagawa, Manato Horii, Takahisa Sasho

Accurate lateral knee radiographs are essential for assessing pathology and planning surgery. However, achieving adequate femoral condyle overlap is technically challenging because of individual variations in lower limb alignment. We analyzed the alignment-dependent bone morphology and proposed practical X-ray tube angles to optimize lateral imaging. Full-length lower limb radiographs of 212 normal and 191 knees with osteoarthritis (KOA) were examined. The lateral distal femoral angle (LDFA) and medial proximal tibial angle were measured to classify the alignment into varus, neutral, and valgus types. The LDFA increased with varus alignment in both the normal (89.1°, 88.0°, and 85.2°) and KOA knees (90.2°, 88.0°, and 85.0°). The joint line orientation consistently exhibited an apex-distal pattern. The distal femoral tangent angle (θ = 90° - LDFA) ranged from - 0.2° to 5.0°, providing reference targets for X-ray tube inclination. This alignment-based approach improved imaging reproducibility and diagnostic accuracy in both normal and KOA knees.

准确的膝关节侧位x线片对评估病理和计划手术至关重要。然而,由于下肢排列的个体差异,实现足够的股骨髁重叠在技术上具有挑战性。我们分析了对线依赖的骨形态,并提出了实用的x射线管角度来优化侧位成像。对212例正常膝关节和191例骨关节炎患者的下肢x线片进行了检查。测量股骨外侧远端角(LDFA)和胫骨内侧近端角,将其分为内翻型、中性型和外翻型。正常膝关节(89.1°、88.0°和85.2°)和KOA膝关节(90.2°、88.0°和85.0°)内翻对齐时,LDFA增加。关节线方向一致呈现尖-远模式。股骨远端切角(θ = 90°- LDFA)范围为- 0.2°~ 5.0°,为x射线管倾斜提供参考靶点。这种基于对准的方法提高了正常和KOA膝关节的成像再现性和诊断准确性。
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引用次数: 0
​​Deep learning-based support system for alignment classification and correction guidance in postoperative total knee arthroplasty lateral radiographs. 基于深度学习的全膝关节置换术后侧位片对准分类和矫正指导支持系统。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-25 DOI: 10.1007/s12194-025-00987-y
Kazuhiro Ogasawara, Shinya Ohwada, Rie Tachibana, Katsuhiko Ogasawara
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引用次数: 0
Atlas selection methods for multi-atlas-based segmentation in breast cancer radiotherapy planning. 乳腺癌放疗规划中基于多图谱分割的图谱选择方法。
IF 1.5 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-11-20 DOI: 10.1007/s12194-025-00988-x
Anri Minamitake, Ryuji Murakami, Yasuhiro Doi, Masato Maruyama, Kosuke Morita

We evaluated atlas selection methods for multi-atlas-based segmentation (MABS) in breast cancer radiotherapy planning. Forty-five patients were divided into 30 atlas and 15 test cases. The 30 atlases were stratified into three groups based on breast separation, height, and volume. Firstly, MABS was performed on each of the 30 atlas cases using the remaining 29 atlases. Secondly, MABS was performed on 15 test cases using the 30 atlases. The Dice similarity coefficient (DSC) was calculated to assess the agreement between MABS and manual segmentation. The DSC was found to increase as more atlases were selected. Although this led to an increase in the computational time, the implementation of patient stratification reduced the computational time compared with using the entire dataset. Atlas selection from the height-matched and volume-matched tertile datasets provided median DSC values > 0.9. Breast height may be a practical surrogate for breast volume which is unknown before segmentation.

我们评估了乳腺癌放疗计划中基于多图谱分割(MABS)的图谱选择方法。45例患者分为30例atlas和15例test病例。根据乳房间距、高度和体积将30个地图集分为三组。首先,使用剩余的29个地图集对30个地图集病例进行MABS。其次,使用30个地图集对15个测试用例进行MABS。计算Dice相似系数(DSC)来评估MABS与人工分割的一致性。随着地图集的选取,DSC增加。虽然这导致了计算时间的增加,但与使用整个数据集相比,患者分层的实现减少了计算时间。从高度匹配和体积匹配的瓷砖数据集中选择的Atlas提供了中位数DSC值> 0.9。乳房高度可以作为分割前未知的乳房体积的实际替代物。
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引用次数: 0
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Radiological Physics and Technology
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