Biopsy, Needle

活检,针头
  • DOI:
    文章类型: Journal Article
    渗出性胸腔积液是潜在特定疾病过程的表现,胸膜活检通常足以找出潜在的致病疾病。该研究的目的是找出胸膜穿刺活检在胸腔积液病因诊断中的功效。这项横断面研究由2008年1月至2008年12月在医学系进行,为期一年,ShaheedZiaurRahman医学院附属医院,Bogura,孟加拉国招募50名渗出性胸腔积液患者。不包括渗出性胸腔积液的病例。所有病例均行穿刺活检。将胸膜活检标本的组织病理学报告与其他数据相关联,并进行分析以检测积液的原因。恶性积液的发生率主要发生在41至70岁之间。在30岁之前未发现恶性积液。男性结核性和恶性胸腔积液的发生率高于女性。联合胸膜活检和胸腔积液分析诊断胸腔积液的敏感性和特异性分别为97.06%和100。结核病占81.82%,恶性肿瘤占100.0%。本研究表明,胸膜活检是诊断胸腔积液病因的有效方法。
    Exudative pleural effusion appears as manifestation of underlying specific disease process and pleural biopsy is usually enough to find out the underlying causative disease. The aim of the study was to find out the efficacy of needle biopsy of pleura in the aetiological diagnosis of pleural effusion. This cross-sectional study was conducted for a period of one year from January 2008 to December 2008 in the Department of Medicine, Shaheed Ziaur Rahman Medical College Hospital, Bogura, Bangladesh enrolling 50 subjects with exudative pleural effusion. The cases with transudative pleural effusion were not included. Needle biopsy was done in all the cases. Histopathological reports of pleural biopsy specimen were correlated with other data and analyzed to detect the causes of effusion. Major incidence of malignant effusion occurred between 41 to 70 years of age. No malignant effusion was found before 30 years of age. Incidence of tuberculous and malignant pleural effusion was much more common in males than in females. Sensitivity and specificity of combined pleural biopsy and pleural fluid analysis in the diagnosis of pleural effusion was 97.06% and 100.% for tuberculosis and 81.82% and 100.0% for malignancy. The present study reveals that pleural biopsy was very effective method in the diagnosis of cause of pleural effusion.
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  • DOI:
    文章类型: Journal Article
    背景:为了定义最小的前列腺穿刺活检(PNB)模板,对于PSA明显升高的男性患者进行准确的组织诊断,同时降低手术发病率。
    方法:我们对80名接受活检(PNB或转移部位)的新PSA升高>100ng/mL的男性进行了图表回顾。对于接受完整12核活检的患者,通过从全模板结果中随机抽取活检的子集,生成2~10个核心的模拟模板.迭代模板以随机化核心位置并生成理论上较小的模板结果。将模拟活检结果与全模板结果进行比较,以确定最大等级组(GG)诊断的准确性。
    结果:在接受PNB的患者中,93%有GG4或5病。22人(40%)接受了完整的12核活检,20(37%)6核活检,只有8个(15%)在我们医院取样的活检核心少于6个.模拟模板与2-,4-,6-,在所有患者中正确诊断出8核前列腺癌,并准确地确定了82%的最大GG,91%,95%,97%的病人,分别。最有可能检测到最大GG的活检位置是两侧的中间和基部。相对于完整的12核模板,这些位点的4核模板将在95%的患者中准确检测到最大GG。
    结论:在PSA>100ng/mL的男性中,从12核减少到4核前列腺活检模板导致普遍的癌症检测和最小的低分级,同时理论上降低了手术发病率和成本.
    BACKGROUND: To define the smallest prostate needle biopsy (PNB) template necessary for accurate tissue diagnosis in men with markedly elevated PSA while decreasing procedural morbidity.
    METHODS: We performed a chart review of 80 men presenting with a newly elevated PSA > 100 ng/mL who underwent biopsy (PNB or metastatic site). For patients who underwent a full 12-core biopsy, simulated templates of 2- to 10-cores were generated by randomly drawing subsets of biopsies from their full-template findings. Templates were iterated to randomize core location and generate theoretical smaller template outcomes. Simulated biopsy results were compared to full-template findings to determine accuracy to maximal Grade Group (GG) diagnosis.
    RESULTS: Amongst those that underwent PNB, 93% had GG 4 or 5 disease. Twenty-two (40%) underwent a full 12-core biopsy, 20 (37%) a 6-core biopsy, and only 8 (15%) had fewer than six biopsy cores sampled at our hospital. Simulated templates with 2-, 4-, 6-, and 8-cores correctly diagnosed prostate cancer in all patients, and accurately identified the maximal GG in 82%, 91%, 95%, and 97% of patients, respectively. The biopsy locations most likely to detect maximal GG were medial mid and base sites bilaterally. A 4-core template of these sites would have accurately detected the maximal GG in 95% of patients relative to a full 12-core template.
    CONCLUSIONS: In men presenting with PSA > 100 ng/mL, decreasing from a 12-core to a 4-core prostate biopsy template results in universal cancer detection and minimal under-grading while theoretically decreasing procedural morbidity and cost.
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  • 文章类型: Journal Article
    经皮经胸穿刺活检(TTNB)和肺肿瘤消融的临床作用和使用正在发展。在这里,我们讨论推荐提供者的重要考虑因素,包括指南支持的当前和新出现的适应症,术前和术后患者管理的关键方面,和预期的术后影像学发现。
    The clinical role and use of percutaneous transthoracic needle biopsy (TTNB) and ablation of lung tumors are evolving. Here we discuss important considerations for referring providers, including current and emerging indications supported by guidelines, critical aspects of pre and postprocedure patient management, and expected postprocedure imaging findings.
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  • 文章类型: Journal Article
    目的:由于经直肠前列腺活检(TRBx)的感染性并发症,经会阴前列腺活检(TPBx)技术越来越受欢迎,是许多机构的一线方法.我们分享了前100名TPBx患者的经验,在局部麻醉下使用同轴针技术进行。
    方法:我们回顾性回顾了2022年12月至2023年9月接受TPBx治疗的前100例患者的记录。并发症发生率,癌症检出率,患者的耐受性,收集不同步骤的局部麻醉对TPBx的疼痛反应。
    结果:平均年龄,总前列腺特异性抗原(PSA),前列腺体积,PSA密度为64.5±7.5年,8.82±12ng/mL,58.4±26.4mL,和0.17±0.18ng/mL2。51例患者在组织病理学评估中检测到前列腺癌(PCa)。PCa患者的平均阳性核心数和每个核心的癌症参与百分比分别为5.4±3.2和68.5±29.1。整个过程中的平均疼痛评分为2.85±1.48。当分别评估步骤时,探针放置步骤期间的平均疼痛评分,局部麻醉药,采样步长分别为3.35±1.65、2.54±1.45和0.9±0.82。
    结论:局部麻醉下采用同轴针技术的经会阴前列腺活检是一种耐受性良好的手术,具有可行的并发症发生率和患者不适。
    OBJECTIVE: Due to infectious complications of transrectal prostate biopsy (TRBx), the transperineal prostate biopsy (TPBx) technique is gaining popularity and is the first-line method in many institutions. We share our experience of the first 100 patients with TPBx, performed using the coaxial needle technique under local anesthesia.
    METHODS: We retrospectively reviewed the records of the first 100 patients who had undergone TPBx between December 2022 and September 2023. Complication rates, cancer detection rates, patient tolerance, and pain response to the TPBx under local anesthesia at different steps of the procedure were collected.
    RESULTS: The mean age, total prostate-specific antigen (PSA), prostate volume, and PSA density were 64.5±7.5 years, 8.82±12 ng/mL, 58.4±26.4 mL, and 0.17±0.18 ng/mL2. Prostate cancer (PCa) was detected at histopathological evaluation in 51 patients. The mean positive core number and percentage of cancer involvement per core in patients who have PCa were 5.4±3.2 and 68.5±29.1, respectively. The mean pain score during the entire procedure was 2.85±1.48. When the steps are evaluated separately, the mean pain score during the probe placement step, local anesthetic, and sampling steps were 3.35±1.65, 2.54±1.45, and 0.9±0.82, respectively.
    CONCLUSIONS: Transperineal prostate biopsy with coaxial needle technique under local anesthesia is a well-tolerated procedure with feasible complication rates and patient discomfort.
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  • 文章类型: Journal Article
    背景:评估周围肺部病变和胸壁及纵隔病变的患者具有挑战性。通过成像研究鉴定的病变的性质可以通过活检的组织学评估来确定。在这个方向上的一个重要地方是胸外科医师在超声控制下使用切割针进行经胸活检(US-TTCNB)的日益普及。
    BACKGROUND: Evaluation of patients with peripheral lung lesions and lesions of the chest wall and mediastinum is challenging. The nature of the lesion identified by imaging studies can be determined by histological evaluation of biopsies. An important place in this direction is the ever-increasing popularity among thoracic surgeons of the transthoracic biopsy with a cutting needle under ultrasound control (US-TTCNB).
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  • 文章类型: Journal Article
    目的:3D超声图像中的自动活检针分割可用于活检导航,但它是相当具有挑战性的由于低超声图像分辨率和干扰类似的针的外观。对于3D医学图像分割,已经研究了诸如卷积神经网络(CNN)和变换器之类的深度学习(DL)网络。然而,这些分割方法需要大量的标记数据进行训练,难以满足实时分割要求,并且涉及高内存消耗。 方法。在本文中,我们提出了基于时间信息的半监督训练框架,用于快速准确的针分割。首先,在编码器提取和融合时间信息后,设计了一种基于静态和动态特征的新型圆形变换器模块。然后,提出了组合时间信息前后输出的一致性约束,为未标记的卷提供了半监督。最后,该模型是使用损失函数训练的,该损失函数将交叉熵和基于Dice相似性系数(DSC)的分割损失与基于均方误差的一致性损失相结合。应用具有单个超声体积输入的训练模型来实现超声体积中的针分割。 主要结果。在比格活检期间获得的三个针超声数据集的实验结果表明,我们的方法优于最具竞争力的主流时间分割模型和半监督方法,通过提供更高的DSC(77.1%vs76.5%),肾脏数据集以及DSC上的较小针尖位置(1.28mmvs1.87mm)和长度(1.78mmvs2.19mm)误差(78.5%vs76.9%),前列腺数据集上的针尖位置(0.86mmvs1.12mm)和长度(1.01mmvs1.26mm)误差。 意义。所提出的方法可以通过使用顺序图像进行训练来显著提高针分割精度,而无需额外的成本。这种增强可以进一步提高活检导航系统的有效性。 .
    Objective.Automated biopsy needle segmentation in 3D ultrasound images can be used for biopsy navigation, but it is quite challenging due to the low ultrasound image resolution and interference similar to the needle appearance. For 3D medical image segmentation, such deep learning networks as convolutional neural network and transformer have been investigated. However, these segmentation methods require numerous labeled data for training, have difficulty in meeting the real-time segmentation requirement and involve high memory consumption.Approach.In this paper, we have proposed the temporal information-based semi-supervised training framework for fast and accurate needle segmentation. Firstly, a novel circle transformer module based on the static and dynamic features has been designed after the encoders for extracting and fusing the temporal information. Then, the consistency constraints of the outputs before and after combining temporal information are proposed to provide the semi-supervision for the unlabeled volume. Finally, the model is trained using the loss function which combines the cross-entropy and Dice similarity coefficient (DSC) based segmentation loss with mean square error based consistency loss. The trained model with the single ultrasound volume input is applied to realize the needle segmentation in ultrasound volume.Main results.Experimental results on three needle ultrasound datasets acquired during the beagle biopsy show that our approach is superior to the most competitive mainstream temporal segmentation model and semi-supervised method by providing higher DSC (77.1% versus 76.5%), smaller needle tip position (1.28 mm versus 1.87 mm) and length (1.78 mm versus 2.19 mm) errors on the kidney dataset as well as DSC (78.5% versus 76.9%), needle tip position (0.86 mm versus 1.12 mm) and length (1.01 mm versus 1.26 mm) errors on the prostate dataset.Significance.The proposed method can significantly enhance needle segmentation accuracy by training with sequential images at no additional cost. This enhancement may further improve the effectiveness of biopsy navigation systems.
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  • 文章类型: Journal Article
    最近提出了Gleason分数的5层分组。研究表明这些组中的预后异质性。我们评估了在基于人群的国家队列中,在针吸活检中诊断为Gleason评分3+5=8、4+4=8和5+3=8腺泡腺癌的男性的前列腺癌特异性死亡率(PCSM)和全因死亡率(ACM)。以5年和10年的PCSM和ACM作为终点,使用瑞典前列腺癌数据库5.0进行生存分析。控制社会经济因素的多变量Cox回归模型,PCSM和ACM采用分期和初级治疗类型。在2000-2020年报告患有前列腺癌的199,620名男性中,有172,112人在穿刺活检中被诊断出。在18,281(11%)中,针活检的格里森得分为8分,包括11%的3+5、4+4和5+3的格里森评分,86%和2.3%,分别。主要治疗是雄激素剥夺治疗(55%),延期治疗(8%),前列腺癌根治术(16%)或根治性放疗(21%)。Gleason评分为3+5,4+4和5+3的男性在5年随访时PCSM为0.10(95%CI0.09-0.12),0.22(0.22-0.23)和0.32(0.27-0.36),分别,10年为0.19(0.17-0.22),0.34(0.33-0.35)和0.44(0.39-0.49),分别。Gleason评分为5+3的男性在5年和10年后的PCSM明显高于4+4的男性,而Gleason评分为4+4的男性则高于3+5的男性。Gleason评分分组将消除Gleason评分的预后粒度,从而降低了该提议的分级系统的预后意义。
    A 5-tier grouping of Gleason scores has recently been proposed. Studies have indicated prognostic heterogeneity within these groups. We assessed prostate cancer-specific mortality (PCSM) and all-cause mortality (ACM) for men diagnosed with Gleason score 3 + 5 = 8, 4 + 4 = 8 and 5 + 3 = 8 acinar adenocarcinoma on needle biopsy in a population-based national cohort. The Prostate Cancer data Base Sweden 5.0 was used for survival analysis with PCSM and ACM at 5 and 10 years as endpoints. Multivariable Cox regression models controlling for socioeconomic factors, stage and primary treatment type were used for PCSM and ACM. Among 199,620 men reported with prostate cancer in 2000-2020, 172,112 were diagnosed on needle biopsy. In 18,281 (11%), there was a Gleason score of 8 in needle biopsies, including a Gleason score of 3 + 5, 4 + 4 and 5 + 3 in 11%, 86% and 2.3%, respectively. The primary treatment was androgen deprivation therapy (55%), deferred treatment (8%), radical prostatectomy (16%) or radical radiotherapy (21%). PCSM in men with Gleason scores of 3 + 5, 4 + 4 and 5 + 3 at 5 years of follow-up was 0.10 (95% CI 0.09-0.12), 0.22 (0.22-0.23) and 0.32 (0.27-0.36), respectively, and at 10 years 0.19 (0.17-0.22), 0.34 (0.33-0.35) and 0.44 (0.39-0.49), respectively. There was a significantly higher PCSM after 5 and 10 years in men with Gleason score 5 + 3 cancers than in those with 4 + 4 and in Gleason score 4 + 4 cancers than in those with 3 + 5. Grouping of Gleason scores will eliminate the prognostic granularity of Gleason scoring, thus diminishing the prognostic significance of this proposed grading system.
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  • 文章类型: Journal Article
    随着低剂量螺旋计算机断层扫描(LDCT)的广泛使用以及对个人健康的认识不断提高,肺结节检出率稳步上升。
    评估两种不同模型的Hook-Wire针定位程序对肺小结节活检的成功率和安全性。回顾性分析
    94例,共97个肺小结节行穿刺活检。将病例分为两组:A组,使用乳房定位针钢丝(BardHealthcareScienceCo.,有限公司);B组,使用一次性肺结节穿刺针(SensCureBiotechnologyCo.,有限公司)。所有患者在定位和活检后的同一天接受电视胸腔镜手术(VATS)进行结节切除。穿刺定位操作时间,成功率,并发症如肺出血,气胸,咯血,术后舒适度进行观察比较。
    在A组中,97个结节的平均定位手术时间为15.47±5.31分钟,成功率为94.34%。并发症发生率为71.69%(气胸12例,肺出血35例,咯血2例),并报告了40例定位后不适。B组,平均定位手术时间为25.32±7.83分钟,成功率100%。并发症发生率为29.55%(气胸3例,15例肺出血,咯血0例),3例报告术后不适。根据本研究的数据分析,B组穿刺相关并发症发生率低于A组,随着更高的成功率和明显更大的术后舒适度。
    一次性肺结节穿刺针在肺小结节定位活检中更安全有效,与乳房定位针相比,舒适度增加。此外,并发症发生率明显降低。
    UNASSIGNED: With the widespread use of low-dose spiral computed tomography (LDCT) and increasing awareness of personal health, the detection rate of pulmonary nodules is steadily rising.
    UNASSIGNED: To evaluate the success rate and safety of two different models of Hook-Wire needle localization procedures for pulmonary small nodule biopsy.
    UNASSIGNED: Ninety-four cases with a total of 97 pulmonary small nodules undergoing needle localization biopsy were retrospectively analyzed. The cases were divided into two groups: Group A, using breast localization needle steel wire (Bard Healthcare Science Co., Ltd.); Group B, using disposable pulmonary nodule puncture needle (SensCure Biotechnology Co., Ltd.). All patients underwent video-assisted thoracoscopic surgery (VATS) for nodule removal on the same day after localization and biopsy. The puncture localization operation time, success rate, complications such as pulmonary hemorrhage, pneumothorax, hemoptysis, and postoperative comfort were observed and compared.
    UNASSIGNED: In Group A, the average localization operation time for 97 nodules was 15.47 ± 5.31 minutes, with a success rate of 94.34%. The complication rate was 71.69% (12 cases of pneumothorax, 35 cases of pulmonary hemorrhage, 2 cases of hemoptysis), and 40 cases of post-localization discomfort were reported. In Group B, the average localization operation time was 25.32 ± 7.83 minutes, with a 100% success rate. The complication rate was 29.55% (3 cases of pneumothorax, 15 cases of pulmonary hemorrhage, 0 cases of hemoptysis), and 3 cases reported postoperative discomfort. According to the data analysis in this study, Group B had a lower incidence of puncture-related complications than Group A, along with a higher success rate and significantly greater postoperative comfort.
    UNASSIGNED: The disposable pulmonary nodule puncture needle is safer and more effective in pulmonary small nodule localization biopsy, exhibiting increased comfort compared to the breast localization needle. Additionally, the incidence of complications is significantly lower.
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  • 文章类型: English Abstract
    Objective: To investigate the safety and accuracy of CT-guided intracranial puncture biopsy and the possible influencing factors of postoperative bleeding complications. Methods: A case series study. A retrospective analysis was conducted on 101 patients who underwent CT-guided intracranial puncture biopsy at the First Affiliated Hospital of Zhengzhou University from January 2017 to December 2021. The basic data of patients and the safety and accuracy of CT-guided intracranial puncture biopsy were analyzed statistically. Univariate and multivariate logistic regression analysis were used to screen the influencing factors of bleeding complications in CT-guided intracranial puncture biopsy, and the bleeding complications in glioma subgroup were analyzed. Results: Among the 101 patients, 53 were males and 48 were females, aged (53.7±17.2) years. The average diameter of intracranial lesions was (3.5±1.4) cm, while the vertical distance from the lesion to the meninges was (2.4±1.7) cm. The needle\'s intracranial depth reached (3.2±1.8) cm, with adjustments averaging (3±1) occurrences and an average procedural duration of (40.2±12.9) minutes. Pathological diagnoses included glioma (36 cases), gliosis (3 cases), lymphoma (32 cases), metastatic tumors (7 cases), inflammatory lesions (13 cases), and 10 indeterminate cases. The positive rate of puncture pathology was 90.1% (91/101), and the diagnostic coincidence rate was 94.0% (78/83). The incidence of bleeding complications in CT-guided intracranial puncture biopsy was 26.7% (27/101), of which 23 cases had small intratoma or needle path bleeding, 4 cases had massive bleeding, and 2 cases died. The patients were divided into bleeding group (n=27) and no bleeding group (n=74), according to the presence or absence of bleeding. The results of univariate logistic regression analysis showed that thrombin time≥15 s and the number of needle adjustment were the factors affecting the occurrence of bleeding complications (both P<0.05), and the results of multivariate logistic regression showed that thrombin time≥15 s was the related factor for bleeding. Patients with thrombin time≥15 s had a 3.045 times higher risk of bleeding than those with thrombin time<15 s (OR=3.045,95%CI:1.189-7.799,P=0.020). Among the 101 patients, 36 cases of midbrain glioma were divided into low-grade glioma group (n=11) and high-grade glioma group (n=25) according to the pathological grade. Subgroup analysis showed that the risk of bleeding for high-grade gliomas was 9.231 times higher than that for low-grade gliomas (OR=9.231,95%CI:1.023-83.331,P=0.031). Conclusions: CT-guided intracranial puncture biopsy is safe and feasible with high accuracy. Complication rates are associated with thrombin time≥15 s, especially high-grade glioma, which increases the risk of postoperative bleeding.
    目的: 探讨CT引导下颅脑占位穿刺活检的安全性、准确性及术后出血并发症可能的影响因素。 方法: 病例系列研究。回顾性分析2017年1月至2021年12月于郑州大学第一附属医院放射科行CT引导下颅脑占位穿刺活检的101例患者的临床资料。统计分析患者基本资料及CT引导下颅脑穿刺活检的安全性及准确性。应用单因素及多因素logistic回归分析筛选CT引导下颅脑占位穿刺活检出血并发症的影响因素,并对胶质瘤亚组进行出血并发症分析。 结果: 101例患者中男53例,女48例,年龄(53.7±17.2)岁,颅内病变直径为(3.5±1.4)cm,病灶距离脑膜垂直距离为(2.4±1.7)cm,针在颅内(3.2±1.8)cm,调针次数为(3±1)次,手术时间为(40.2±12.9)min。病理结果提示脑胶质瘤36例,胶质增生3例,淋巴瘤32例,转移瘤7例,炎症性病变13例,病理显示不明确10例。穿刺病理阳性率为90.1%(91/101),诊断符合率为94.0%(78/83)。CT引导下颅脑占位穿刺活检出血并发症发生率26.7%(27/101),其中23例为瘤内或针道少量出血,4例为大量出血,其中2例死亡。根据有无出血分为出血组(n=27)和无出血组(n=74)。单因素logistic回归分析结果显示,凝血酶时间≥15 s和调针次数是出血并发症发生的影响因素(均P<0.05),多因素logistic回归结果显示,凝血酶时间≥15 s是出血的相关因素,凝血酶时间≥15 s的患者出血风险是凝血酶时间<15 s患者的3.045倍(OR=3.045,95%CI:1.189~7.799,P=0.020)。101例患者中脑胶质瘤36例,根据病理级别分为低级别胶质瘤组(n=11),高级别胶质瘤组(n=25)。亚组分析显示,高级别胶质瘤的出血风险是低级别胶质瘤的9.231倍(OR=9.231,95%CI:1.023~83.331,P=0.031)。 结论: CT引导下颅脑穿刺活检是安全可行的,且准确度较高,出血并发症的发生与凝血酶时间≥15 s有关,尤其是高级别胶质瘤增加了术后出血的风险。.
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  • 文章类型: Journal Article
    目的:评估人工智能软件在经皮经胸活检后胸片中检测气胸的能力。
    方法:在我们的研究中,我们回顾性地纳入了接受CT引导下经皮经胸肺活检的成年患者,2019年6月至2020年6月期间的胸膜或纵隔病变,术后随访胸片。由胸部放射科专家和放射诊断住院医师阅读这些胸部X光片,以独立搜索气胸的存在。其统一讲座被定义为黄金标准,并且记录了人工智能软件解释后的每张X射线照片的结果,以便与黄金标准进行事后比较。
    结果:本研究共纳入了284张胸片,气胸的发生率为14.4%。两位读者对任何活检后胸部X光片的解释之间没有差异。人工智能软件能够检测到目前气胸的41/41,意味着灵敏度为100%,阴性预测值为100%,特异性为79.4%,阳性预测值为45%。准确率为82.4%,这表明一个人很有可能被软件充分分类。还记录了Port-a-cath的存在是软件50个误报中的8个的原因。
    结论:软件在活检后胸片中检测到100%的气胸病例。该软件的潜在用途可能是作为优先级工具,允许放射科医生不立即阅读(甚至不阅读)被软件分类为非病理的胸部X光片,确信没有病理病例。
    OBJECTIVE: To assess the ability of an artificial intelligence software to detect pneumothorax in chest radiographs done after percutaneous transthoracic biopsy.
    METHODS: We included retrospectively in our study adult patients who underwent CT-guided percutaneous transthoracic biopsies from lung, pleural or mediastinal lesions from June 2019 to June 2020, and who had a follow-up chest radiograph after the procedure. These chest radiographs were read to search the presence of pneumothorax independently by an expert thoracic radiologist and a radiodiagnosis resident, whose unified lecture was defined as the gold standard, and the result of each radiograph after interpretation by the artificial intelligence software was documented for posterior comparison with the gold standard.
    RESULTS: A total of 284 chest radiographs were included in the study and the incidence of pneumothorax was 14.4%. There were no discrepancies between the two readers\' interpretation of any of the postbiopsy chest radiographs. The artificial intelligence software was able to detect 41/41 of the present pneumothorax, implying a sensitivity of 100% and a negative predictive value of 100%, with a specificity of 79.4% and a positive predictive value of 45%. The accuracy was 82.4%, indicating that there is a high probability that an individual will be adequately classified by the software. It has also been documented that the presence of Port-a-cath is the cause of 8 of the 50 of false positives by the software.
    CONCLUSIONS: The software has detected 100% of cases of pneumothorax in the postbiopsy chest radiographs. A potential use of this software could be as a prioritisation tool, allowing radiologists not to read immediately (or even not to read) chest radiographs classified as non-pathological by the software, with the confidence that there are no pathological cases.
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