The clinical correlation of findings obtained by fine needle fenestration biopsy of the canine spleen with visible ultrasound changes

The medical records databases (March 2016 to March 2021) of the Faculty of Veterinary Medicine, University of Zagreb, were examined to determine the frequency and clinical relevance of cytological diagnoses from fine-needle fenestration biopsy (FNFB) of the spleen in dogs with visible ultrasound changes. Seventy-five dogs were divided into clinically relevant and irrelevant groups, according to the clinical relevance of the diagnosis. The incidence of clinically relevant diagnoses was 28/75 (37.3%). Malignant diagnoses were over-represented (23/28; 82.1%), followed by hemorrhages/hematomas (3/28; 10.7%) and suppurative inflammation (2/28; 7.1%). The most common malignancy was lymphoma (12/28; 42.9%). There was no correlation between the ultrasound lesions examined and the relevant cytological diagnoses, except in cases of patchy echo texture (P = 0.010). Lesion size greater than 1.74 cm had the highest sensitivity/specificity values (91.3%; 42.1%) with a significant area under the curve (AUC) of 0.68 (P = 0.029) for predicting clinically relevant findings. The complication rate due to bleeding was 2/130 (1.5%). In conclusion, splenic FNFB can be safely performed in dogs as it carries a low risk of development of complications. Specific ultrasonographic findings, such as patchy echo texture pattern, may increase the suspicion of the presence of neoplastic disease in the form of lymphoma. According to ROC analysis, lesion size greater than 1.74 increases the possibility of predicting clinically relevant findings.

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Performance of Abbreviated Protocols Versus Unenhanced MRI in Detecting Occult Breast Lesions of Mammography in Patients with Dense Breasts

10.21203/rs.3.rs-1122604/v1 ◽

2021 ◽

Author(s):

Suhong Zhao ◽

Peipei Chen ◽

Guangrui Shao ◽

Baijie Li ◽

Huikun Zhang ◽

...

Keyword(s):

Reading Time ◽

Area Under The Curve ◽

Lesion Size ◽

Lower Sensitivity ◽

Chi Square ◽

Dense Breast Tissue ◽

Negative Findings ◽

Chi Square Test ◽

The Difference ◽

Sensitivity Specificity

Abstract Objective: To assess the diagnostic ability of abbreviated protocols of MRI (AP-MRI) compared with unenhanced MRI (UE-MRI) in mammographically occult cancers in patients with dense breast tissue.Materials and Methods: The retrospective analysis consisted of 102 patients without positive findings on mammography who received preoperative MRI full diagnostic protocols (FDP) between January 2015 and December 2018. Two breast radiologists read the UE, AP, and FDP. The interpretation times were recorded. The comparisons of the sensitivity, specificity and area under the curve of each MRI protocol, and the sensitivity of these protocols in each subgroup of different size tumors used the Chi-square test. The paired sample t-test was used for evaluating the difference of reading time of the three protocols.Results: Among 102 women, there were 68 cancers and two benign lesions in 64 patients and 38 patients had benign or negative findings. Both readers found the sensitivity and specificity of AP and UE-MRI were similar (p>0.05), whereas compared with FDP, UE had lower sensitivity (Reader 1/Reader 2: p=0.023, 0.004). For different lesion size groups, one of the readers found that AP and FDP had higher sensitivities than UE-MRI for detecting the lesions ≤10 mm in diameter (p=0.041, p=0.023). Compared with FDP, the average reading time of UE-MRI and AP was remarkably reduced (p < 0.001).Conclusion: AP-MRI had more advantages than UE-MRI to detect mammographically occult cancers, especially for breast tumors ≤10 mm in diameter.

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MO108ACCURACY OF PERIDIALYTIC, INTRADIALYTIC AND SCHEDULED INTERDIALYTIC RECORDINGS FOR DIAGNOSING HIGH AMBULATORY BLOOD PRESSURE IN HEMODIALYSIS

Nephrology Dialysis Transplantation ◽

10.1093/ndt/gfab106.0017 ◽

2021 ◽

Vol 36 (Supplement_1) ◽

Author(s):

Marieta Theodorakopoulou ◽

Foteini Iatridi ◽

Charalampos Loutradis ◽

Maria Eleni Alexandrou ◽

Antonios Karpetas ◽

...

Keyword(s):

Roc Analysis ◽

Area Under The Curve ◽

Hemodialysis Patients ◽

Pairwise Comparisons ◽

Reference Standard ◽

Limits Of Agreement ◽

Diagnosis And Management ◽

Ambulatory Bp Monitoring ◽

Hypertension Diagnosis ◽

Sensitivity Specificity

Abstract Background and Aims Hypertension is highly prevalent in hemodialysis patients. Current recommendations suggest the use of ambulatory-BP-monitoring (ABPM) as the gold-standard for hypertension diagnosis and management in these subjects. This study assessed the accuracy of peridialytic, intradialytic and scheduled interdialytic recordings in diagnosing high 44-h interdialytic BP. Method A total of 242 hemodialysis patients that underwent valid 48-h ABPM were included in the analysis. We used ambulatory BP as reference standard and tested the accuracy of the following BP metrics: Pre- and post-dialysis, Intradialytic, Intradialytic plus pre/post-dialysis readings and Scheduled interdialytic BP (out-of-dialysis day: readings at 8:00 am, 8:00 pm or their average). Results 44-h SBP/DBP levels had significant differences with and pre- or post-dialysis BP, but no or minor differences with any of the other BP metrics. 44-h SBP and DBP correlated strongly with Intradialytic (r=0.713/0.753, p<0.001), Intradialytic plus pre/post-dialysis (r=0.725/0.758, p<0.001) and averaged Scheduled interdialytic BP (r=0.874/0.823, p<0.001). Bland-Altman plots showed absence of systemic bias for all index metrics, but large between-method difference and wider 95% limits of agreement for pre- and post-dialysis BP compared to Intradialytic, Intradialytic plus pre/post-dialysis and averaged Scheduled interdialytic BP. In ROC-analysis for diagnosing 44-h SBP≥130mmHg, the Area-Under-the-Curve of pre-dialysis (0.723) and post-dialysis SBP (0.746) were significantly lower than that of Intradialytic (0.850), Intradialytic plus pre/post-dialysis (0.850) and Scheduled interdialytic SBP (0.917) (z-test, p<0.001 for all pairwise comparisons). The corresponding sensitivity/specificity values were 76.6%/54.5%, 78.7%/59.4%, 73.0%/81.2%, 68.1%/88.1% and 82.3%/89.1%, respectively. Similar observations were made for DBP. Conclusion In contrast to pre- and post-dialysis BP, the average of intradialytic, intradialytic plus pre/post-dialysis or scheduled interdialytic BP recordings show reasonable agreement with ambulatory BP and may be used for hypertension diagnosis and management in hemodialysis.

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416 Hyperlipasaemia In an Adult Hospital Population: A Retrospective Audit Demonstrating A High Proportion of Non-Pancreatic Causes of a Diagnostically Raised Lipase

British Journal of Surgery ◽

10.1093/bjs/znab259.049 ◽

2021 ◽

Vol 108 (Supplement_6) ◽

Author(s):

L Yao ◽

C Briggs ◽

P Labib

Keyword(s):

Acute Pancreatitis ◽

Roc Analysis ◽

Area Under The Curve ◽

Positive Likelihood Ratio ◽

Specific Test ◽

Cross Sectional ◽

Serum Lipase ◽

Retrospective Audit ◽

Common Causes ◽

Sensitivity Specificity

Abstract Introduction Serum lipase is considered to be a more specific test than amylase for acute pancreatitis, and a rise of over three times the laboratory upper limit of normal (ULN) is considered diagnostic. This single-centre retrospective audit assessed the accuracy of a raised lipase in confirming acute pancreatitis. Method All patients with a raised lipase (>78 U/L) admitted over one month were reviewed. Patients whose lipase was measured >48 hours after admission were excluded. Cross-sectional imaging and discharge summaries were reviewed to determine the cause of hyperlipasaemia. Receiver Operator Characteristics (ROC) analysis was performed to determine the most accurate cut-off value for diagnosing acute pancreatitis. Results Ninety-nine patients were included. The most common causes of raised lipase (>78 U/L) were pancreatitis (37%), hepatobiliary (15%), gastroduodenal (8%) and renal (8%) disease. In patients with a lipase >234 U/L (3xULN, n = 46), the most common causes were pancreatitis (70%), drugs (9%), hepatobiliary (9%), gastroduodenal (4%) and renal (4%) disease. ROC analysis showed lipase to have an area under the curve (AUC) of 0.89 (95% CI 0.84-0.96, p < 0.0001). Using the laboratory cut-off of 234 U/L (3xULN), lipase had a sensitivity, specificity, and positive likelihood ratio (PLR) of 86.5%, 77.4% and 3.8. Increasing the lipase cut-off did not improve the specificity without compromising the sensitivity of the test. Conclusions A lipase cut-off of 3xULN is an appropriate cut-off for a biochemical diagnosis of acute pancreatitis. However, up to 30% of patients with lipase values above this cut-off may have alternative diagnoses that should be considered.

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Bleeding Classification in Clinical Trials: Observer Variability and Clinical Relevance

Thrombosis and Haemostasis ◽

10.1055/s-0038-1657713 ◽

1997 ◽

Vol 78 (04) ◽

pp. 1189-1192 ◽

Cited By ~ 22

Author(s):

Yvonne P Graafsma ◽

Martin H Prins ◽

Anthonie W A Lensing ◽

Rob J de Haan ◽

Menno V Huisman ◽

...

Keyword(s):

Major Bleeding ◽

Clinical Relevance ◽

Area Under The Curve ◽

Weighted Kappa ◽

Clinical Severity ◽

Minor Bleeding ◽

Recent Trial ◽

Bleeding Episodes ◽

The Impact ◽

Adjudication Committee

SummaryTo evaluate the bleeding classification in a recent trial on venous thrombosis treatment, a selection of reported bleeding episodes was adjudicated twice by an independent committee and graded by the treating physician and independent clinical experts on the clinical severity and impact on the patient’s life.The kappa values for the dichotomy major bleeding versus minor or no bleeding were 0.79 (95% CI, 0.57-1.0) for the agreement between the two members of the adjudication committee and 0.77 (95% CI, 0.52-1.0) for the agreement between both adjudication sessions. The kappa values for the dichotomy major or minor bleeding versus no bleeding were 0.42 and 0.44. The weighted kappa values for the agreement between the treating physician and the independent experts were 0.76 for the Clinical severity and 0.79 for the impact on the patient’s life (95% CI, 0.63-0.88 and 0.70-0.89). The association between the adjudication result expressed as major bleeding or minor or no bleeding and the Clinical grading by the treating physician resulted in an ROC curve with an area under the curve of 0.98 for the Clinical severity and 0.99 for the impact on the patient’s life. The dichotomy major or minor bleeding versus no bleeding resulted in areas under the curve of 0.70 and 0.66.In conCIusion, the applied criteria for major bleeding are reproducible and Clinically relevant. The criteria for minor bleeding are not reproducible and are less associated with the observed Clinical relevance.

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Discriminating Malignancy in Thyroid Nodules: The Nomogram Versus the Kwak and ACR TI-RADS

Otolaryngology ◽

10.1177/0194599820939071 ◽

2020 ◽

Vol 163 (6) ◽

pp. 1156-1165

Author(s):

Juan Xiao ◽

Qiang Xiao ◽

Wei Cong ◽

Ting Li ◽

Shouluan Ding ◽

...

Keyword(s):

Thyroid Nodules ◽

Characteristic Curve ◽

Area Under The Curve ◽

Diagnostic Study ◽

Diagnostic Efficiency ◽

Training Set ◽

Multivariable Logistic Regression Model ◽

Predictive Values ◽

Validation Set ◽

Sensitivity Specificity

Objective To develop an easy-to-use nomogram for discrimination of malignant thyroid nodules and to compare diagnostic efficiency with the Kwak and American College of Radiology (ACR) Thyroid Imaging, Reporting and Data System (TI-RADS). Study Design Retrospective diagnostic study. Setting The Second Hospital of Shandong University. Subjects and Methods From March 2017 to April 2019, 792 patients with 1940 thyroid nodules were included into the training set; from May 2019 to December 2019, 174 patients with 389 nodules were included into the validation set. Multivariable logistic regression model was used to develop a nomogram for discriminating malignant nodules. To compare the diagnostic performance of the nomogram with the Kwak and ACR TI-RADS, the area under the receiver operating characteristic curve, sensitivity, specificity, and positive and negative predictive values were calculated. Results The nomogram consisted of 7 factors: composition, orientation, echogenicity, border, margin, extrathyroidal extension, and calcification. In the training set, for all nodules, the area under the curve (AUC) for the nomogram was 0.844, which was higher than the Kwak TI-RADS (0.826, P = .008) and the ACR TI-RADS (0.810, P < .001). For the 822 nodules >1 cm, the AUC of the nomogram was 0.891, which was higher than the Kwak TI-RADS (0.852, P < .001) and the ACR TI-RADS (0.853, P < .001). In the validation set, the AUC of the nomogram was also higher than the Kwak and ACR TI-RADS ( P < .05), each in the whole series and separately for nodules >1 or ≤1 cm. Conclusions When compared with the Kwak and ACR TI-RADS, the nomogram had a better performance in discriminating malignant thyroid nodules.

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S-CCCapsule: Pneumonia detection in chest X-ray images using skip-connected convolutions and capsule neural network

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-202638 ◽

2021 ◽

pp. 1-25

Author(s):

Kwabena Adu ◽

Yongbin Yu ◽

Jingye Cai ◽

Victor Dela Tattrah ◽

James Adu Ansere ◽

...

Keyword(s):

Neural Network ◽

Human Error ◽

Medical Center ◽

Confusion Matrix ◽

Area Under The Curve ◽

Dynamic Routing ◽

Sigmoid Function ◽

Radiological Society ◽

Chest X Ray ◽

Sensitivity Specificity

The squash function in capsule networks (CapsNets) dynamic routing is less capable of performing discrimination of non-informative capsules which leads to abnormal activation value distribution of capsules. In this paper, we propose vertical squash (VSquash) to improve the original squash by preventing the activation values of capsules in the primary capsule layer to shrink non-informative capsules, promote discriminative capsules and avoid high information sensitivity. Furthermore, a new neural network, (i) skip-connected convolutional capsule (S-CCCapsule), (ii) Integrated skip-connected convolutional capsules (ISCC) and (iii) Ensemble skip-connected convolutional capsules (ESCC) based on CapsNets are presented where the VSquash is applied in the dynamic routing. In order to achieve uniform distribution of coupling coefficient of probabilities between capsules, we use the Sigmoid function rather than Softmax function. Experiments on Guangzhou Women and Children’s Medical Center (GWCMC), Radiological Society of North America (RSNA) and Mendeley CXR Pneumonia datasets were performed to validate the effectiveness of our proposed methods. We found that our proposed methods produce better accuracy compared to other methods based on model evaluation metrics such as confusion matrix, sensitivity, specificity and Area under the curve (AUC). Our method for pneumonia detection performs better than practicing radiologists. It minimizes human error and reduces diagnosis time.

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The Potential Diagnostic Accuracy of Circulating MicroRNAs for Leukemia: A Meta-Analysis

Technology in Cancer Research & Treatment ◽

10.1177/15330338211011958 ◽

2021 ◽

Vol 20 ◽

pp. 153303382110119

Author(s):

Wen-Ting Zhang ◽

Guo-Xun Zhang ◽

Shuai-Shuai Gao

Keyword(s):

Diagnostic Accuracy ◽

Likelihood Ratio ◽

Subgroup Analysis ◽

Meta Analysis ◽

Area Under The Curve ◽

Positive Likelihood Ratio ◽

Negative Likelihood Ratio ◽

Diagnostic Odds Ratio ◽

Circulating Micrornas ◽

Sensitivity Specificity

Background: Leukemia is a common malignant disease in the human blood system. Many researchers have proposed circulating microRNAs as biomarkers for the diagnosis of leukemia. We conducted a meta-analysis to evaluate the diagnostic accuracy of circulating miRNAs in the diagnosis of leukemia. Methods: A comprehensive literature search (updated to October 13, 2020) in PubMed, EMBASE, Web of Science, Cochrane Library, Wanfang database and China National Knowledge Infrastructure (CNKI) was performed to identify eligible studies. The sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), diagnostic odds ratio (DOR), and area under the curve (AUC) for diagnosing leukemia were pooled for both overall and subgroup analysis. The meta-regression and subgroup analysis were performed to explore heterogeneity and Deeks’ funnel plot was used to assess publication bias. Results: 49 studies from 22 publications with a total of 3,489 leukemia patients and 2,756 healthy controls were included in this meta-analysis. The overall sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio and area under the curve were 0.83, 0.92, 10.8, 0.18, 59 and 0.94, respectively. Subgroup analysis shows that the microRNA clusters of plasma type could carry out a better diagnostic accuracy of leukemia patients. In addition, publication bias was not found. Conclusions: Circulating microRNAs can be used as a promising noninvasive biomarker in the early diagnosis of leukemia.

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Serum Extracellular Vesicle-Derived circHIPK3 and circSMARCA5 Are Two Novel Diagnostic Biomarkers for Glioblastoma Multiforme

Pharmaceuticals ◽

10.3390/ph14070618 ◽

2021 ◽

Vol 14 (7) ◽

pp. 618

Author(s):

Michele Stella ◽

Luca Falzone ◽

Angela Caponnetto ◽

Giuseppe Gattuso ◽

Cristina Barbagallo ◽

...

Keyword(s):

Glioblastoma Multiforme ◽

Roc Analysis ◽

Characteristic Curve ◽

Area Under The Curve ◽

Digital Pcr ◽

Extracellular Vesicle ◽

Size Exclusion ◽

Circular Rnas ◽

Diagnostic Biomarkers ◽

Exclusion Chromatography

Glioblastoma multiforme (GBM) is the most frequent and deadly human brain cancer. Early diagnosis through non-invasive biomarkers may render GBM more easily treatable, improving the prognosis of this currently incurable disease. We suggest the use of serum extracellular vesicle (sEV)-derived circular RNAs (circRNAs) as highly stable minimally invasive diagnostic biomarkers for GBM diagnosis. EVs were isolated by size exclusion chromatography from sera of 23 GBM and 5 grade 3 glioma (GIII) patients, and 10 unaffected controls (UC). The expression of two candidate circRNAs (circSMARCA5 and circHIPK3) was assayed by droplet digital PCR. CircSMARCA5 and circHIPK3 were significantly less abundant in sEVs from GBM patients with respect to UC (fold-change (FC) of −2.15 and −1.92, respectively) and GIII (FC of −1.75 and −1.4, respectively). Receiver operating characteristic curve (ROC) analysis, based on the expression of sEV-derived circSMARCA5 and circHIPK3, allowed us to distinguish GBM from UC (area under the curve (AUC) 0.823 (0.667–0.979) and 0.855 (0.704 to 1.000), with a 95% confidence interval (CI), respectively). Multivariable ROC analysis, performed by combining the expression of sEV-derived circSMARCA5 and circHIPK3 with preoperative neutrophil to lymphocyte (NLR), platelet to lymphocyte (PLR) and lymphocyte to monocyte (LMR) ratios, three known diagnostic and prognostic GBM markers, allowed an improvement in the GBM diagnostic accuracy (AUC 0.901 (0.7912 to 1.000), 95% CI). Our data suggest sEV-derived circSMARCA5 and circHIPK3 as good diagnostic biomarkers for GBM, especially when associated with preoperative NLR, PLR and LMR.

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Clot imaging characteristics predict first pass effect of aspiration—first approach to thrombectomy

Interventional Neuroradiology ◽

10.1177/15910199211019174 ◽

2021 ◽

pp. 159101992110191

Author(s):

Muhammad Waqas ◽

Weizhe Li ◽

Tatsat R Patel ◽

Felix Chin ◽

Vincent M Tutino ◽

...

Keyword(s):

Internal Carotid ◽

Validation Cohort ◽

Area Under The Curve ◽

Large Vessel Occlusion ◽

Vessel Occlusion ◽

First Pass Effect ◽

Imaging Characteristics ◽

First Pass ◽

Sensitivity Specificity ◽

Youden’S Index

Background The value of clot imaging in patients with emergent large vessel occlusion (ELVO) treated with thrombectomy is unknown. Methods We performed retrospective analysis of clot imaging (clot density, perviousness, length, diameter, distance to the internal carotid artery (ICA) terminus and angle of interaction (AOI) between clot and the aspiration catheter) of consecutive cases of middle cerebral artery (MCA) occlusion and its association with first pass effect (FPE, TICI 2c-3 after a first attempt). Results Patients ( n = 90 total) with FPE had shorter clot length (9.9 ± 4.5 mm vs. 11.7 ± 4.6 mm, P = 0.07), shorter distance from ICA terminus (11.0 ± 7.1 mm vs. 14.7 ± 9.8 mm, P = 0.048), higher perviousness (39.39 ± 29.5 vs 25.43 ± 17.6, P = 0.006) and larger AOI (153.6 ± 17.6 vs 140.3 ± 23.5, P = 0.004) compared to no-FPE patients. In multivariate analysis, distance from ICA terminus to clot ≤13.5 mm (odds ratio (OR) 11.05, 95% confidence interval (CI) 2.65–46.15, P = 0.001), clot length ≤9.9 mm (OR 7.34; 95% CI 1.8–29.96, P = 0.005), perviousness ≥ 19.9 (OR 2.54, 95% CI 0.84–7.6, P = 0.09) and AOI ≥ 137°^ (OR 6.8, 95% CI 1.55–29.8, P = 0.011) were independent predictors of FPE. The optimal cut off derived using Youden’s index was 6.5. The area under the curve of a score predictive of FPE success was 0.816 (0.728–0.904, P < 0.001). In a validation cohort ( n = 30), sensitivity, specificity, positive and negative predictive value of a score of 6–10 were 72.7%, 73.6%, 61.5% and 82.3%. Conclusions Clot imaging predicts the likelihood of achieving FPE in patients with MCA ELVO treated with the aspiration-first approach.

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Evaluation of alpha-l-fucosidase for the diagnosis of hepatocellular carcinoma based on meta-analysis

LaboratoriumsMedizin ◽

10.1515/labmed-2019-0152 ◽

2020 ◽

Vol 0 (0) ◽

Cited By ~ 1

Author(s):

Lei Xi ◽

Chunqing Yang

Keyword(s):

Hepatocellular Carcinoma ◽

Operating Characteristic ◽

Meta Analysis ◽

Area Under The Curve ◽

Diagnostic Odds Ratio ◽

Diagnostic Value ◽

Receiver Operating Characteristic Curves ◽

Sensitivity Specificity ◽

Review Manager

AbstractObjectivesThe main aim of the present study was to assess the diagnostic value of alpha-l-fucosidase (AFU) for hepatocellular carcinoma (HCC).MethodsStudies that explored the diagnostic value of AFU in HCC were searched in EMBASE, SCI, and PUBMED. The sensitivity, specificity, and DOR about the accuracy of serum AFU in the diagnosis of HCC were pooled. The methodological quality of each article was evaluated with QUADAS-2 (quality assessment for studies of diagnostic accuracy 2). Receiver operating characteristic curves (ROC) analysis was performed. Statistical analysis was conducted by using Review Manager 5 and Open Meta-analyst.ResultsEighteen studies were selected in this study. The pooled estimates for AFU vs. α-fetoprotein (AFP) in the diagnosis of HCC in 18 studies were as follows: sensitivity of 0.7352 (0.6827, 0.7818) vs. 0.7501 (0.6725, 0.8144), and specificity of 0.7681 (0.6946, 0.8283) vs. 0.8208 (0.7586, 0.8697), diagnostic odds ratio (DOR) of 7.974(5.302, 11.993) vs. 13.401 (8.359, 21.483), area under the curve (AUC) of 0.7968 vs. 0.8451, respectively.ConclusionsAFU is comparable to AFP for the diagnosis of HCC.

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