ArticlePloS one2018
Differential diagnosis between benign and malignant pleural effusion with dual-energy spectral CT.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- Assessment of pleural effusion using intracavitary contrast-enhanced ultrasound: a pilot study.PeerJ · 2026Article
- Progress in Mechanistic Research and the Use of Traditional Chinese Medicine in Treating Malignant Pleural Effusion.Cancer management and research · 2025Review
- Malignant Pleural Effusion: Diagnosis and Treatment-Up-to-Date Perspective.Current oncology (Toronto, Ont.) · 2024Review
- Added value of 40 keV virtual monoenergetic images for diagnosing malignant pleural effusion on chest CT.Japanese journal of radiology · 2024Article
- Dual-layer detector spectral CT-based machine learning models in the differential diagnosis of solitary pulmonary nodules.Scientific reports · 2024Article
- Dual-energy CT improves differentiation of non-hypervascular pancreatic neuroendocrine neoplasms from CA 19-9-negative pancreatic ductal adenocarcinomas.La Radiologia medica · 2024Article
- Thoracic Diseases: Technique and Applications of Dual-Energy CT.Diagnostics (Basel, Switzerland) · 2023Review
- Differentiation of malignant from benign pleural effusions based on artificial intelligence.Thorax · 2023Article
- Can PET/CT be used more effectively in pleural effusion evaluation?Japanese journal of radiology · 2021Article
- Differentiating malignant and benign necrotic lung lesions using kVp-switching dual-energy spectral computed tomography.BMC medical imaging · 2021Article
- Phlegmonous Appearance in the Ipsilateral Paracardiac Fat without Paracardiac Lymph Node Enlargement on Chest CT Favors the Diagnosis of Pleural Tuberculosis over Malignant Pleural Effusion.Diagnostics (Basel, Switzerland) · 2020Article
- PleThora: Pleural effusion and thoracic cavity segmentations in diseased lungs for benchmarking chest CT processing pipelines.Medical physics · 2020Article
- Development and validation of the PET-CT score for diagnosis of malignant pleural effusion.European journal of nuclear medicine and molecular imaging · 2019Article
- [Detection of carcinoembryonic antigen levels in pleural effusion and serum and their ratio for differential diagnosis of pleural effusion resulting from tuberculosis and lung cancer].Nan fang yi ke da xue xue bao = Journal of Southern Medical University · 2019Article
- The value of computed tomography in discriminating malignant from non-malignant causes of unresolved unilateral pleural effusions: a systematic review.European clinical respiratory journal · 2019Review
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8 authors.
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Abstract
purposeTo investigate the value of spectral CT in the differential diagnosis of benign from malignant pleural effusion. METHOD AND MATERIALS: 14 patients with benign pleural effusion and 15 patients with malignant pleural effusion underwent non-contrast spectral CT imaging. These patients were later verified by the combination of disease history, clinical signs and other information with the consensus of surgeons and radiologists. Various Spectral CT image parameters measured for the effusion were as follows: CT numbers of the polychromatic 140kVp images, monochromatic images at 40keV and 100keV, the material density contents from the water, fat and blood-based material decomposition images, the effective atomic number and the spectral curve slope. These values were statistically compared with t test and logistic regression analysis between benign and malignant pleural effusion.
resultsThe CT value of benign and malignant pleural effusion in the polychromatic 140kVp images showed no differences (12.61±3.39HU vs. 14.71±5.03HU) (P>0.05), however, they were statistically different on the monochromatic images at 40keV (43.15±3.79 vs. 39.42±2.60, p = 0.005) and 100keV (9.11±1.38 vs. 6.52±2.04, p<0.001). There was difference in the effective atomic number value between the benign (7.87±0.08) and malignant pleural effusion (7.90±0.02) (P = 0.02). Using 6.32HU as the threshold for CT value measurement at 100keV, one could obtain sensitivity of 100% and specificity of 66.7% with area-under-curve of 0.843 for differentiating benign from malignant effusion. In addition, age and disease history were potential confounding factors for differentiating malignant pleural effusion from benign, since the older age (61.13±12.51 year-old vs48.57±12.33 year-old) as well as longer disease history (70.00±49.28 day vs.28.36±21.64 day) were more easily to be found in the malignant pleural effusion group than those in the benign pleural effusion group. By combining above five factors, one could obtain sensitivity of 100% and specificity of 71.4% with area-under-curve of 0.933 for differentiating benign from malignant effusion.
conclusionThe CT value measurement at both high and low energy levels and the effective atomic number obtained in a single spectral CT scan can assist the differential diagnosis of benign from malignant pleural effusion.Combining them with patient age and disease history can further improve diagnostic performance. CLINICAL RELEVANCE/APPLICATION: Clinical findings and Spectral CT imaging can provide significant evidences about the nature of pleural effusion.
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