Interobserver variability

观察者间的可变性
  • 文章类型: Journal Article
    肺鳞状细胞癌(LUSC)的分级是有争议的,并没有被普遍接受。肿瘤出芽(TB)的组织形态学特征是结直肠癌中已确立的独立预后因素,其重要性在其他实体癌中越来越重要。使其成为纳入肿瘤分级计划的候选人。我们旨在比较肺鳞状细胞癌的术前活检和切除标本之间的TB,并评估观察者之间的变异性。在伯尔尼(2000-2013年,N=136)和洛桑(2005-2020年N=113)接受LUSC切除的249例连续患者的回顾性队列中,分析了可用的术前活检的结核病和其他组织形态学参数,例如通过气道传播(STAS)和组织增生由两名专家病理学家。结果与临床病理参数和生存率相关。在切除标本中,肿瘤周围出芽(PTB)评分较低(0-4芽/0.785mm2),占47.6%,中间(5-9芽/0.785mm2)为27.4%,和高(≥10芽/0.785mm2)在25%的情况下(中位芽计数=5,IQR=0-26)。当比较肿瘤边缘和肿瘤内区时,芽的绝对数量和TB评分相似(p=0.192),但与活检中获得的评分显着不同(p<0.001)。观察者间的变异性中等,无论分数位置(科恩的卡帕0.59)。对不一致的案件进行了重新评估,在所有案件中都达成了共识,并确定了不一致的原因。TB评分与分期显著相关(p=0.002),淋巴结(p=0.033)和远处转移(p=0.020)的存在,与总生存率无显著相关性,肿瘤大小或胸膜侵犯。组织增生与较高的PTB显著相关(p<0.001)。STAS占34%,与较低的PTB相关(p<0.001)。最后,尽管在LUSC中证实了TB是一个可重复的因素,但我们发现了评分模糊的领域.术前活检评估不足以确定切除肿瘤的最终肿瘤出芽评分。
    Grading lung squamous cell carcinoma (LUSC) is controversial and not universally accepted. The histomorphologic feature of tumor budding (TB) is an established independent prognostic factor in colorectal cancer, and its importance is growing in other solid cancers, making it a candidate for inclusion in tumor grading schemes. We aimed to compare TB between preoperative biopsies and resection specimens in pulmonary squamous cell carcinoma and assess interobserver variability. A retrospective cohort of 249 consecutive patients primarily resected with LUSC in Bern (2000-2013, n = 136) and Lausanne (2005-2020, n = 113) with available preoperative biopsies was analyzed for TB and additional histomorphologic parameters, such as spread through airspaces and desmoplasia, by 2 expert pathologists (M.M., C.N.). Results were correlated with clinicopathologic parameters and survival. In resection specimens, peritumoral budding (PTB) score was low (0-4 buds/0.785 mm2) in 47.6%, intermediate (5-9 buds/0.785 mm2) in 27.4%, and high (≥10 buds/0.785 mm2) in 25% of cases (median bud count, 5; IQR, 0-26). Both the absolute number of buds and TB score were similar when comparing tumor edge and intratumoral zone (P = .192) but significantly different from the score obtained in the biopsy (P < .001). Interobserver variability was moderate, regardless of score location (Cohen kappa, 0.59). The discrepant cases were reassessed, and consensus was reached in all cases with identification of causes of discordance. TB score was significantly associated with stage (P = .002), presence of lymph node (P = .033), and distant metastases (P = .020), without significant correlation with overall survival, tumor size, or pleural invasion. Desmoplasia was significantly associated with higher PTB (P < .001). Spread through airspaces was present in 34% and associated with lower PTB (P < .001). To conclude, despite confirming TB as a reproducible factor in LUSC, we disclose areas of scoring ambiguity. Preoperative biopsy evaluation was insufficient in establishing the final TB score of the resected tumor.
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  • 文章类型: Journal Article
    在磁共振成像引导的在线自适应放射治疗(MRgOART)过程中产生的轮廓差异会影响剂量分布。这项研究评估了使用MRgOART治疗的胰腺癌患者在描绘危险器官(OAR)时的观察者间错误。此外,我们通过评估多名患者的OAR可视化,探讨了抑制蠕动的药物在抑制分数内运动方面的有效性.
    本研究招募了3名接受MRgOART治疗的胰腺癌患者。根据MRI序列和丁基东莨菪碱给药(Buscopan)将研究队列分为三种情况:1,不使用丁基东莨菪碱的T2成像;2,使用丁基东莨菪碱的T2成像;和3,使用丁基东莨菪碱的多对比成像。四名失明的观察者可视化了OAR(胃,十二指肠,小肠,和大肠)在初始和最终MRgOART会话期间采集的MR图像上。在计划目标体积周围±2cm的切片区域上描绘轮廓。骰子相似系数(DSC)用于评估轮廓。此外,在MRgOART期间在轮廓描绘过程前后采集的两幅MR图像上对OAR进行可视化,以评估蠕动是否可以被抑制.计算每个OAR的DSC。
    OAR中的观察者间错误(胃,十二指肠,小肠,三种情况的大肠)分别为0.636、0.418、0.676和0.806;0.725、0.635、0.762和0.821;以及0.841、0.677、0.762和0.807。与没有丁基东莨菪碱的所有条件相比,DSC均较高。除了在MR图像的最后一个阶段中观察到的情况2中的胃。OAR的DSC(胃,十二指肠,小肠,大肠)在轮廓检查前后分别为0.86、0.78、0.88和0.87;0.97、0.94、0.90和0.94;条件1、2和3分别为0.94、0.86、0.89和0.91。
    丁基东莨菪碱在MRgOART治疗期间有效地减少了观察者间的误差和分数内的运动。
    UNASSIGNED: Differences in the contours created during magnetic resonance imaging-guided online adaptive radiotherapy (MRgOART) affect dose distribution. This study evaluated the interobserver error in delineating the organs at risk (OARs) in patients with pancreatic cancer treated with MRgOART. Moreover, we explored the effectiveness of drugs that could suppress peristalsis in restraining intra-fractional motion by evaluating OAR visualization in multiple patients.
    UNASSIGNED: This study enrolled three patients who underwent MRgOART for pancreatic cancer. The study cohort was classified into three conditions based on the MRI sequence and butylscopolamine administration (Buscopan): 1, T2 imaging without butylscopolamine administration; 2, T2 imaging with butylscopolamine administration; and 3, multi-contrast imaging with butylscopolamine administration. Four blinded observers visualized the OARs (stomach, duodenum, small intestine, and large intestine) on MR images acquired during the initial and final MRgOART sessions. The contour was delineated on a slice area of ±2 cm surrounding the planning target volume. The dice similarity coefficient (DSC) was used to evaluate the contour. Moreover, the OARs were visualized on both MR images acquired before and after the contour delineation process during MRgOART to evaluate whether peristalsis could be suppressed. The DSC was calculated for each OAR.
    UNASSIGNED: Interobserver errors in the OARs (stomach, duodenum, small intestine, large intestine) for the three conditions were 0.636, 0.418, 0.676, and 0.806; 0.725, 0.635, 0.762, and 0.821; and 0.841, 0.677, 0.762, and 0.807, respectively. The DSC was higher in all conditions with butylscopolamine administration compared with those without it, except for the stomach in condition 2, as observed in the last session of MR image. The DSCs for OARs (stomach, duodenum, small intestine, large intestine) extracted before and after contouring were 0.86, 0.78, 0.88, and 0.87; 0.97, 0.94, 0.90, and 0.94; and 0.94, 0.86, 0.89, and 0.91 for conditions 1, 2, and 3, respectively.
    UNASSIGNED: Butylscopolamine effectively reduced interobserver error and intra-fractional motion during the MRgOART treatment.
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  • 文章类型: Journal Article
    促生长素抑制素受体2型(SSTR2)的过表达是各种肿瘤类型的特性。利用[68Ga]1,4,7,10-四氮杂环十二烷-1,4,7,10-四乙酸(DOTA)的混合成像可以改善肿瘤和健康组织之间的分化。我们对47例匿名患者进行了实验研究,其中包括30例脑膜瘤,12PitNET和5SBPGL。指示四名独立观察者在计划MRI时绘制宏观肿瘤体积的轮廓,然后使用DOTA-PET/CT的其他信息重新评估其体积。评估了观察者和参考卷之间的一致性。总的来说,46例(97.9%)是DOTA-狂热,并包括在最终分析中。在八个案例中,PET/CT识别出MRI未检测到的额外肿瘤体积;这些PET/CT发现对于4例患者的治疗计划可能至关重要。对于脑膜瘤,PET/CT的观察者和观察者对参考体积的一致性指数较高。对于PitNET,MRI观察者之间的体积一致性较高.关于SBGDL,未观察到与添加PET/CT信息相符的显著趋势.DOTAPET/CT支持脑膜瘤和PitNET中的准确肿瘤识别,并建议在计划使用高度适形放射治疗的表达SSTR2的肿瘤中使用。
    The overexpression of somatostatin receptor type 2 (SSTR2) is a property of various tumor types. Hybrid imaging utilizing [68Ga]1,4,7,10-tetraazacyclododecane-1,4,7,10-tetra-acetic acid (DOTA) may improve the differentiation between tumor and healthy tissue. We conducted an experimental study on 47 anonymized patient cases including 30 meningiomas, 12 PitNET and 5 SBPGL. Four independent observers were instructed to contour the macroscopic tumor volume on planning MRI and then reassess their volumes with the additional information from DOTA-PET/CT. The conformity between observers and reference volumes was assessed. In total, 46 cases (97.9%) were DOTA-avid and included in the final analysis. In eight cases, PET/CT additional tumor volume was identified that was not detected by MRI; these PET/CT findings were potentially critical for the treatment plan in four cases. For meningiomas, the interobserver and observer to reference volume conformity indices were higher with PET/CT. For PitNET, the volumes had higher conformity between observers with MRI. With regard to SBGDL, no significant trend towards conformity with the addition of PET/CT information was observed. DOTA PET/CT supports accurate tumor recognition in meningioma and PitNET and is recommended in SSTR2-expressing tumors planned for treatment with highly conformal radiation.
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  • 文章类型: Journal Article
    子宫内膜活检在存在异常子宫出血的妇女或具有子宫内膜癌遗传风险的妇女的诊断检查中很重要。总的来说,所有子宫内膜活检中约有10%显示需要特定治疗的子宫内膜(前)恶性肿瘤.由于对大多数良性病例的诊断评估会给病理学家带来大量工作量,人工智能(AI)辅助的活检预选可以优化工作流程。本研究旨在评估AI辅助诊断子宫内膜活检(ENDO-AID)的可行性。训练日常练习整个幻灯片图像,而不是高度选择的图像。子宫内膜活检分为六个临床相关类别,定义为:非代表性,正常,非肿瘤性,无异型增生,异型和恶性增生。15名病理学家之间的协议,在这些分类中,在91例子宫内膜活检中进行了评估。接下来,一种算法(对总共2,819例子宫内膜活检进行了训练)对相同的91例病例进行了评分,我们使用病理学家的分类作为参考标准对其性能进行了比较.病理学家之间的评估者之间的可靠性是中等的,平均科恩的kappa为0.51,而对于良性与(前)恶性的二元分类,该协议是实质性的,科恩的平均卡帕为0.66。AI算法在具有中等Cohenkappa为0.43的六个类别中的表现稍差,但在具有大量Cohenkappa为0.65的二元分类中具有可比性。AI辅助诊断子宫内膜活检被证明在区分良性和(前)恶性子宫内膜组织方面是可行的。即使在未经选择的情况下接受培训。子宫内膜癌前病变对病理学家和AI算法仍然具有挑战性。需要采取进一步措施来提高诊断的可靠性,以实现针对子宫内膜活检的更精细的AI辅助诊断解决方案,该解决方案涵盖癌前和恶性诊断。
    Endometrial biopsies are important in the diagnostic workup of women who present with abnormal uterine bleeding or hereditary risk of endometrial cancer. In general, approximately 10% of all endometrial biopsies demonstrate endometrial (pre)malignancy that requires specific treatment. As the diagnostic evaluation of mostly benign cases results in a substantial workload for pathologists, artificial intelligence (AI)-assisted preselection of biopsies could optimize the workflow. This study aimed to assess the feasibility of AI-assisted diagnosis for endometrial biopsies (endometrial Pipelle biopsy computer-aided diagnosis), trained on daily-practice whole-slide images instead of highly selected images. Endometrial biopsies were classified into 6 clinically relevant categories defined as follows: nonrepresentative, normal, nonneoplastic, hyperplasia without atypia, hyperplasia with atypia, and malignant. The agreement among 15 pathologists, within these classifications, was evaluated in 91 endometrial biopsies. Next, an algorithm (trained on a total of 2819 endometrial biopsies) rated the same 91 cases, and we compared its performance using the pathologist\'s classification as the reference standard. The interrater reliability among pathologists was moderate with a mean Cohen\'s kappa of 0.51, whereas for a binary classification into benign vs (pre)malignant, the agreement was substantial with a mean Cohen\'s kappa of 0.66. The AI algorithm performed slightly worse for the 6 categories with a moderate Cohen\'s kappa of 0.43 but was comparable for the binary classification with a substantial Cohen\'s kappa of 0.65. AI-assisted diagnosis of endometrial biopsies was demonstrated to be feasible in discriminating between benign and (pre)malignant endometrial tissues, even when trained on unselected cases. Endometrial premalignancies remain challenging for both pathologists and AI algorithms. Future steps to improve reliability of the diagnosis are needed to achieve a more refined AI-assisted diagnostic solution for endometrial biopsies that covers both premalignant and malignant diagnoses.
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  • 文章类型: Journal Article
    目的:分析奥斯陆断层合成筛查试验(OTST)中双读数字乳房断层合成(DBT)与数字乳房X线摄影(DM)的不一致和假阴性,包括阅读时间,并在回顾性读者研究中将其重新分类为遗漏,最小的标志,或真正的底片。
    方法:比较双读数DBT与DBT的前瞻性OTSTDM有四个平行臂的配对设计:DM,DM+计算机辅助检测,DBT+DM,和DBT+合成乳房X线照相术。八名放射科医生使用5点量表分批解释图像。自动记录阅读时间。一项回顾性读者研究,包括四名放射科医生,将至少有一个假阴性评分的筛查癌症和间隔癌症的筛查检查分类为阴性,非特定的最小符号,显著的最小标志,并错过;后两组被定义为“可操作”。\“统计数据包括卡方,费希尔的精确,McNemar\'s,和Mann-WhitneyU测试。
    结果:屏幕检测到的癌症的不一致率(一个读者错过的癌症)总体相当(DBT(31%[71/227])和DM(30%[52/175]),p=.81),DBT显着降低针状癌症(DBT,19%[20/106]vs.DM,36%[38/106],p=.003),但很高(28/49=57%,p=0.001)用于仅DBT检测到的针状癌症。读者的阅读时间和敏感度各不相同。在46%(13/28)的情况下,仅检测到假阴性DBT的针状癌症的阅读时间短于真阴性。回顾性评估将以下DBT考试分类为“可操作”:两位读者错过了三项,两种模式检测到95%(39/41)的不一致癌症,所有30种不和谐的DBT癌症,25%(13/51)的间隔癌。
    结论:DBT和DM的不一致率总体相当,DBT显着降低针状癌症,但对于仅DBT检测到的针状病变较高。大多数假阴性筛查检测到的DBT被归类为“可操作”。\"
    结论:对奥斯陆断层合成筛查试验的假阴性解释的回顾性评估表明,在筛查时可以检测到大多数不一致和几种间隔癌症。这突显了现代基于AI的阅读辅助工具和分类的潜力,因为大批量筛查是一项艰巨的任务。
    结论:•数字乳腺断层合成(DBT)筛查比数字乳腺摄影筛查更敏感,特异性更高,但是大量DBT筛查是一项艰巨的任务,可能导致读者之间的不一致率很高。•独立双读DBT筛查具有与数字乳腺X线照相术相当的总体不一致率,在两种模式下看到的毛刺性肿块较低,仅在DBT上见的小针状癌更高。•在奥斯陆断层合成筛查试验中,几乎所有不一致的数字乳腺断层合成检测到的癌症(74个中的72个)和25%(51个中的13个)的间隔癌症都被回顾性分类为可行的,并且可以被读者检测到。
    OBJECTIVE: To analyze discordant and false-negatives of double reading digital breast tomosynthesis (DBT) versus digital mammography (DM) including reading times in the Oslo Tomosynthesis Screening Trial (OTST), and reclassify these in a retrospective reader study as missed, minimal sign, or true-negatives.
    METHODS: The prospective OTST comparing double reading DBT vs. DM had paired design with four parallel arms: DM, DM + computer aided detection, DBT + DM, and DBT + synthetic mammography. Eight radiologists interpreted images in batches using a 5-point scale. Reading time was automatically recorded. A retrospective reader study including four radiologists classified screen-detected cancers with at least one false-negative score and screening examinations of interval cancers as negative, non-specific minimal sign, significant minimal sign, and missed; the two latter groups are defined \"actionable.\" Statistics included chi-square, Fisher\'s exact, McNemar\'s, and Mann-Whitney U tests.
    RESULTS: Discordant rate (cancer missed by one reader) for screen-detected cancers was overall comparable (DBT (31% [71/227]) and DM (30% [52/175]), p = .81), significantly lower at DBT for spiculated cancers (DBT, 19% [20/106] vs. DM, 36% [38/106], p = .003), but high (28/49 = 57%, p = 0.001) for DBT-only detected spiculated cancers. Reading time and sensitivity varied among readers. False-negative DBT-only detected spiculated cancers had shorter reading time than true-negatives in 46% (13/28). Retrospective evaluation classified the following DBT exams \"actionable\": three missed by both readers, 95% (39/41) of discordant cancers detected by both modes, all 30 discordant DBT-only cancers, 25% (13/51) of interval cancers.
    CONCLUSIONS: Discordant rate was overall comparable for DBT and DM, significantly lower at DBT for spiculated cancers, but high for DBT-only detected spiculated lesions. Most false-negative screen-detected DBT were classified as \"actionable.\"
    CONCLUSIONS: Retrospective evaluation of false-negative interpretations from the Oslo Tomosynthesis Screening Trial shows that most discordant and several interval cancers could have been detected at screening. This underlines the potential for modern AI-based reading aids and triage, as high-volume screening is a demanding task.
    CONCLUSIONS: • Digital breast tomosynthesis (DBT) screening is more sensitive and has higher specificity compared to digital mammography screening, but high-volume DBT screening is a demanding task which can result in high discordance rate among readers. • Independent double reading DBT screening had overall comparable discordance rate as digital mammography, lower for spiculated masses seen on both modalities, and higher for small spiculated cancer seen only on DBT. • Almost all discordant digital breast tomosynthesis-detected cancers (72 of 74) and 25% (13 of 51) of the interval cancers in the Oslo Tomosynthesis Screening Trial were retrospectively classified as actionable and could have been detected by the readers.
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  • 文章类型: Journal Article
    为描绘女性骨盆的新兴危险器官(OAR)的日常实践提供简单的指导,并在两步多中心研究中讨论观察者间的变异性。
    骨盆成像专家的放射肿瘤学家和放射科医生实现了每个新兴OAR的具有解剖边界的轮廓图集,根据他们的知识和临床实践。这些轮廓被确定为随后进行的分析的质量基准。未参与设置定制轮廓图谱且对妇科癌症治疗感兴趣的放射肿瘤学家被邀请参加这项两步试验。在第一步中,所有参与者都接受了选定的局部晚期宫颈癌临床病例,并且必须根据自己对骨盆解剖结构和经验的个人知识,确定新出现的OAR(肛提肌;阴直肌;肛门内括约肌;肛门外括约肌;膀胱基部和三角肌;膀胱颈;Iliac骨髓;下骨盆骨髓;腰s骨髓)。然后在随后的与轮廓实验室的网络研讨会会议上介绍了建议的OAR和轮廓过程。最后,第二步,在网络研讨会会议之后,每位参与本研究但未参与设定基准的参与者均获得了带有解剖学边界的定制轮廓图谱,并被要求使用提供的工具再次描绘OAR.使用Dice相似系数(DSC)和Jaccard相似系数(JSC)来评估不同体积轮廓的空间重叠精度,并与基准进行比较;Hausdorff距离(HD)和平均一致距离(MDA)来探索轮廓之间的距离。所有结果报告为样品平均值和标准偏差(SD)。
    来自不同机构的15名放射肿瘤学家参加了这项研究。根据DICE(IBM:0.9±0.02;LPBM:0.91±0.01),参与者对骨盆骨骼亚结构的描述具有很高的一致性。根据DICE显示卵巢为中度(右:0.61±0.16,左:0.72±0.05),阴道(0.575±0.13),膀胱亚结构(0.515±0.08)和EAS(0.605±0.05),而肛门直肠括约肌复合体的其他子结构的程度较低(LAM:0.345±0.07,PRM:0.41±0.10,IAS:0.4±0.07)。
    这项研究发现,在女性骨盆新兴OAR的勾画中存在中等至低水平的一致性,观察者之间的高度可变性。应鼓励开发描绘工具,以改善这些OAR的常规轮廓,并提高放射治疗计划的质量和一致性。
    UNASSIGNED: To provide straightforward instructions for daily practice in delineating emerging organs-at-risk (OARs) of the female pelvis and to discuss the interobserver variability in a two-step multicenter study.
    UNASSIGNED: A contouring atlas with anatomical boundaries for each emerging OAR was realized by radiation oncologists and radiologists who are experts in pelvic imaging, as per their knowledge and clinical practice. These contours were identified as quality benchmarks for the analysis subsequently carried out. Radiation oncologists not involved in setting the custom-built contouring atlas and interested in the treatment of gynecological cancer were invited to participate in this 2-step trial. In the first step all participants were supplied with a selected clinical case of locally advanced cervical cancer and had to identify emerging OARs (Levator ani muscle; Puborectalis muscle; Internal anal sphincter; External anal sphincter; Bladder base and trigone; Bladder neck; Iliac Bone Marrow; Lower Pelvis Bone Marrow; Lumbosacral Bone Marrow) based on their own personal knowledge of pelvic anatomy and experience. The suggested OARs and the contouring process were then presented at a subsequent webinar meeting with a contouring laboratory. Finally, in the second step, after the webinar meeting, each participant who had joined the study but was not involved in setting the benchmark received the custom-built contouring atlas with anatomical boundaries and was requested to delineate again the OARs using the tool provided. The Dice Similarity Coefficient (DSC) and the Jaccard Similarity Coefficient (JSC) were used to evaluate the spatial overlap accuracy of the different volume delineations and compared with the benchmark; the Hausdorff distance (HD) and the mean distance to agreement (MDA) to explore the distance between contours. All the results were reported as sample mean and standard deviation (SD).
    UNASSIGNED: Fifteen radiation oncologists from different Institutions joined the study. The participants had a high agreement degree for pelvic bones sub-structures delineation according to DICE (IBM: 0.9 ± 0.02; LPBM: 0.91 ± 0.01). A moderate degree according to DICE was showed for ovaries (Right: 0.61 ± 0.16, Left: 0.72 ± 0.05), vagina (0.575 ± 0.13), bladder sub-structures (0.515 ± 0.08) and EAS (0.605 ± 0.05), whereas a low degree for the other sub-structures of the anal-rectal sphincter complex (LAM: 0.345 ± 0.07, PRM: 0.41 ± 0.10, and IAS: 0.4 ± 0.07).
    UNASSIGNED: This study found a moderate to low level of agreement in the delineation of the female pelvis emerging OARs, with a high degree of variability among observers. The development of delineation tools should be encouraged to improve the routine contouring of these OARs and increase the quality and consistency of radiotherapy planning.
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  • 文章类型: Journal Article
    肿瘤细胞分数(TCF)估计是一项常见的临床任务,具有良好的观察者间差异。因此,它为评估使用计算机辅助诊断(TCFCAD)工具支持病理学家评估的潜在影响提供了理想的测试平台。在全国幻灯片研讨会活动期间,病理学家(n=69)被要求从苏木精和曙红(H&E)结肠直肠癌图像中视觉估计10个感兴趣区域(ROI)的TCF,cellularity,和染色强度。接下来,他们重新评估了相同的ROI,同时提供了TCFCAD创建的叠加,突出了预测的肿瘤与非肿瘤细胞,以及相应的TCF百分比。参与者还报告了他们使用5级量表进行评估的信心水平,对高信心没有信心,分别。TCF地面实况(GT)由专家通过手动细胞计数来定义。当被协助时,观察者间的变异性显著降低,显示估计值收敛于GT。即使TCFCAD预测与GT略有偏差,这种改进仍然存在。估计的TCF对不同ROI的GT的标准偏差为9.9%,而TCFCAD为5.8%,p<0.0001。组内相关系数从0.8增加到0.93(CI95%[0.65,0.93]对[0.86,0.98]),病理学家表示在辅助时感觉更自信(3.67±0.81对4.17±0.82配CAD)。TCFCAD估算支持证明了评分准确性的提高,病理学家之间的共识和评分信心。有趣的是,病理学家也表示更愿意在调查结束时使用这样的CAD工具,强调培训/教育的重要性,以增加CAD系统的采用。
    Tumor cell fraction (TCF) estimation is a common clinical task with well-established large interobserver variability. It thus provides an ideal test bed to evaluate potential impacts of employing a tumor cell fraction computer-aided diagnostic (TCFCAD) tool to support pathologists\' evaluation. During a National Slide Seminar event, pathologists (n = 69) were asked to visually estimate TCF in 10 regions of interest (ROIs) from hematoxylin and eosin colorectal cancer images intentionally curated for diverse tissue compositions, cellularity, and stain intensities. Next, they re-evaluated the same ROIs while being provided a TCFCAD-created overlay highlighting predicted tumor vs nontumor cells, together with the corresponding TCF percentage. Participants also reported confidence levels in their assessments using a 5-tier scale, indicating no confidence to high confidence, respectively. The TCF ground truth (GT) was defined by manual cell-counting by experts. When assisted, interobserver variability significantly decreased, showing estimates converging to the GT. This improvement remained even when TCFCAD predictions deviated slightly from the GT. The standard deviation (SD) of the estimated TCF to the GT across ROIs was 9.9% vs 5.8% with TCFCAD (P < .0001). The intraclass correlation coefficient increased from 0.8 to 0.93 (95% CI, 0.65-0.93 vs 0.86-0.98), and pathologists stated feeling more confident when aided (3.67 ± 0.81 vs 4.17 ± 0.82 with the computer-aided diagnostic [CAD] tool). TCFCAD estimation support demonstrated improved scoring accuracy, interpathologist agreement, and scoring confidence. Interestingly, pathologists also expressed more willingness to use such a CAD tool at the end of the survey, highlighting the importance of training/education to increase adoption of CAD systems.
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  • 文章类型: Journal Article
    目的:低剂量率前列腺近距离放射治疗(LDRPBT)的植入后质量评估(QA)的不确定性分为两个步骤:种子定位和轮廓。我们量化了两个步骤中引入的观察者间变异性(IoV)如何影响基于MRI的LDRPBT的剂量-体积-直方图(DVH)参数,并将其与自动导出的DVH参数进行比较。
    方法:25例患者接受了基于MRI的LDRPBT。七名临床观察员对前列腺和四个有危险的器官进行了轮廓绘制,4个剂量学家进行了种子定位,每个MRI从独特的观察者对为每位患者创建了28个独特的手动移植后QA。还对每位患者进行了参考QA和自动QA。前列腺的IoV,直肠,由于种子定位和轮廓,尿道外括约肌(EUS)DVH参数用变异系数量化。将自动得出的DVH参数与参考计划的参数进行比较。
    结果:由于轮廓变异性(CoV轮廓)引起的变异系数(CoV)显着高于由于种子定位变异性(CoV种子)引起的变异系数(中位数CoV轮廓与中位数CoVseeds:前列腺D90-15.12%与0.65%,p<0.001;前列腺V100-5.36%vs.0.37%,p<0.001;直肠V100-79.23%vs.8.69%,p<0.001;EUSV200-107.74%vs.21.18%,p<0.001)。当轮廓观察者仅限于3位放射肿瘤学家时,CoV轮廓较低,但仍明显高于CoVseeds。自动计算和参考剂量学参数之间的前列腺D90,前列腺V100,直肠V100和EUSV200的中位数差异为3.16%,1.63%,-0.00mL,和-0.00毫升,分别。
    结论:与基于MRI的LDRPBT的轮廓相比,种子定位在植物后QA中引入的变异性要小得多。虽然自动种子本地化可能有助于提高工作流效率,它在提高植物后剂量测定的一致性和质量方面的潜力有限。
    Uncertainties in postimplant quality assessment (QA) for low-dose-rate prostate brachytherapy (LDRPBT) are introduced at two steps: seed localization and contouring. We quantified how interobserver variability (IoV) introduced in both steps impacts dose-volume-histogram (DVH) parameters for MRI-based LDRPBT, and compared it with automatically derived DVH parameters.
    Twenty-five patients received MRI-based LDRPBT. Seven clinical observers contoured the prostate and four organs at risk, and 4 dosimetrists performed seed localization, on each MRI. Twenty-eight unique manual postimplant QAs were created for each patient from unique observer pairs. Reference QA and automatic QA were also performed for each patient. IoV of prostate, rectum, and external urinary sphincter (EUS) DVH parameters owing to seed localization and contouring was quantified with coefficients of variation. Automatically derived DVH parameters were compared with those of the reference plans.
    Coefficients of variation (CoVs) owing to contouring variability (CoVcontours) were significantly higher than those due to seed localization variability (CoVseeds) (median CoVcontours vs. median CoVseeds: prostate D90-15.12% vs. 0.65%, p < 0.001; prostate V100-5.36% vs. 0.37%, p < 0.001; rectum V100-79.23% vs. 8.69%, p < 0.001; EUS V200-107.74% vs. 21.18%, p < 0.001). CoVcontours were lower when the contouring observers were restricted to the 3 radiation oncologists, but were still markedly higher than CoVseeds. Median differences in prostate D90, prostate V100, rectum V100, and EUS V200 between automatically computed and reference dosimetry parameters were 3.16%, 1.63%, -0.00 mL, and -0.00 mL, respectively.
    Seed localization introduces substantially less variability in postimplant QA than does contouring for MRI-based LDRPBT. While automatic seed localization may potentially help improve workflow efficiency, it has limited potential for improving the consistency and quality of postimplant dosimetry.
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  • 文章类型: Journal Article
    手动计算机断层扫描(CT)肝容积是一种非侵入性的方法来评估肝脏体积。然而,对于大量的切片是耗时的。减少切片数量会加快这个过程,但较少切片对狗体积测量准确性的影响尚未得到研究.这项研究的目的是使用CT肝容积法和CT容积测量的观察者间变异性来评估犬的肝容积切片间隔与切片数量之间的关系。我们回顾性回顾了2019年至2020年腹部CT无肝胆疾病证据的狗的医疗记录。使用所有切片计算肝脏体积,3名观察者使用相同的数据集计算了16只狗的观察者间变异性。观察者间的变异性很低,在所有观察者中,肝脏体积的平均(±SD)百分比差异为3.3(±2.5)%。使用更大数量的切片时,肝体积的最大百分比差异减少;当使用≥20个切片进行肝体积测定时,百分比差异<5%。手动CT肝容积法可用于犬,以低观察者间变异性非侵入性评估肝体积,在狗中使用≥20片可以获得相对可靠的结果。
    Manual computed tomographic (CT) hepatic volumetry is a non-invasive method for assessing liver volume. However, it is time-consuming with large numbers of slices. Reducing the slice number would expedite the process, but the effect of fewer slices on the accuracy of volumetric measurements in dogs has not been investigated. The objectives of this study were to evaluate the relationship between slice interval and the number of slices on hepatic volume in dogs using CT hepatic volumetry and the interobserver variability of CT volumetric measurements. We retrospectively reviewed medical records for dogs without evidence of hepatobiliary disease with abdominal CT from 2019 to 2020. Hepatic volumes were calculated by using all slices, and interobserver variability was calculated using the same dataset in 16 dogs by three observers. Interobserver variability was low, with a mean (±SD) percent difference in the hepatic volume of 3.3 (±2.5)% among all observers. The greatest percent differences in hepatic volume were decreased when using larger numbers of slices; the percent differences were <5% when using ≥20 slices for hepatic volumetry. Manual CT hepatic volumetry can be used in dogs to non-invasively assess liver volume with low interobserver variability, and a relatively reliable result can be acquired using ≥20 slices in dogs.
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  • 文章类型: Journal Article
    我们的目的是确定和比较3种临床上经常使用的靶向前列腺特异性膜抗原(PSMA)的放射性示踪剂的观察者间变异性。即18F-DCFPyL,18F-PSMA-1007和68Ga-PSMA-11在原发性前列腺癌(PCa)分期中的应用。方法:回顾性纳入新诊断的PCa患者,其中进行了PSMAPET/CT的主要分期。所有PSMAPET/CT图像均在高容量PCa中心集中过度读取,和原始报告(来自转诊医院)与超读报告(来自超读医院)进行比较.为了评估观察者之间的变异性,使用科恩κ分析。为了研究3种应用的PSMA放射性示踪剂之间观察者间变异性的可能差异,采用多因素logistic回归分析。结果:总的来说,584例新诊断的PCa患者被纳入分析。18F-DCFPyL,18F-PSMA-1007和68Ga-PSMA-11用于205(35.1%),168(28.8%),和211名(36.1%)患者,分别。局部淋巴结转移的总体一致性(科恩κ分析),远处淋巴结转移,骨转移,和内脏转移分别为0.86、0.86、0.80和0.46。18F-PSMA-1007显示关于骨转移的观察者间差异显著增加,与18F-DCFPyL和68Ga-PSMA-11相比(分别为P=0.001和0.03)。此外,18F-PSMA-1007显示关于总体一致性和局部淋巴结转移的观察者间差异显着增加,与18F-DCFPyL相比(分别为P<0.001和P=0.01)。结论:3种临床常用的PSMA放射性示踪剂(18F-DCFPyL,18F-PSMA-1007和68Ga-PSMA-11)在新诊断的PCa患者中。对于18F-PSMA-1007,骨转移的一致性明显更差,这主要是由于骨结构中的非特异性示踪剂摄取。根据我们的发现,18F-PSMA-1007在原发性分期中进行的PSMAPET/CT扫描应仔细解释,强烈建议进行有关解释该特定PSMA放射性示踪剂的培训。
    Our purpose was to determine and compare the interobserver variability of 3 clinically frequently used radiotracers targeting the prostate-specific membrane antigen (PSMA), namely 18F-DCFPyL, 18F-PSMA-1007, and 68Ga-PSMA-11, in primary prostate cancer (PCa) staging. Methods: Patients with newly diagnosed PCa in whom PSMA PET/CT was performed for primary staging purposes were retrospectively included. All PSMA PET/CT images were centrally overread within a high-volume PCa center, and original reports (from referring hospitals) were compared with overread reports (from the overreading hospital). To assess the interobserver variability, a Cohen κ analysis was used. To study possible differences in interobserver variability between the 3 applied PSMA radiotracers, multivariate logistic regression analyses were used. Results: In total, 584 patients with newly diagnosed PCa were included in the analysis. 18F-DCFPyL, 18F-PSMA-1007, and 68Ga-PSMA-11 were used in 205 (35.1%), 168 (28.8%), and 211 (36.1%) patients, respectively. The overall agreement (Cohen κ analysis) for locoregional lymph node metastases, distant lymph node metastases, bone metastases, and visceral metastases was 0.86, 0.86, 0.80, and 0.46, respectively. 18F-PSMA-1007 showed a significantly increased interobserver variability regarding bone metastases, compared with 18F-DCFPyL and 68Ga-PSMA-11 (P = 0.001 and 0.03, respectively). Additionally, 18F-PSMA-1007 showed a significantly increased interobserver variability regarding overall agreement and locoregional lymph node metastases, compared with 18F-DCFPyL (P < 0.001 and P = 0.01, respectively). Conclusion: Interobserver variability differs among the 3 clinically frequently used PSMA radiotracers (18F-DCFPyL, 18F-PSMA-1007, and 68Ga-PSMA-11) in patients with newly diagnosed PCa. The agreement in bone metastases is significantly worse for 18F-PSMA-1007, mainly due to nonspecific tracer uptake in osseous structures. On the basis of our findings, PSMA PET/CT scans undertaken with 18F-PSMA-1007 in primary staging should be interpreted carefully, and training on interpreting this specific PSMA radiotracer is strongly advised.
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