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Objective: To evaluate the effect of radiation dose reduction and iterative reconstruction (IR) on the performance of computer-aided detection (CAD) for pulmonary nodules.
Methods: In this prospective study twenty-five patients were included who were scanned for pulmonary nodule follow-up. Image acquisition was performed at routine dose and three reduced dose levels in a single session by decreasing mAs-values with 45%, 60% and 75%. Tube voltage was fixed at 120 kVp for patients ≥ 80 kg and 100 kVp for patients < 80 kg. Data were reconstructed with filtered back projection (FBP), iDose(4) (levels 1,4,6) and IMR (levels 1-3). All noncalcified solid pulmonary nodules ≥ 4 mm identified by two radiologists in consensus served as the reference standard. Subsequently, nodule volume was measured with CAD software and compared to the reference consensus. The numbers of true-positives, false-positives and missed pulmonary nodules were evaluated as well as the sensitivity.
Results: Median effective radiation dose was 2.2 mSv at routine dose and 1.2, 0.9 and 0.6 mSv at respectively 45%, 60% and 75% reduced dose. A total of 28 pulmonary nodules were included. With FBP at routine dose, 89% (25/28) of the nodules were correctly identified by CAD. This was similar at reduced dose levels with FBP, iDose(4) and IMR. CAD resulted in a median number of false-positives findings of 11 per scan with FBP at routine dose (93% of the CAD marks) increasing to 15 per scan with iDose(4) (95% of the CAD marks) and 26 per scan (96% of the CAD marks) with IMR at the lowest dose level.
Conclusion: CAD can identify pulmonary nodules at submillisievert dose levels with FBP, hybrid and model-based IR. However, the number of false-positive findings increased using hybrid and especially model-based IR at submillisievert dose while dose reduction did not affect the number of false-positives with FBP.
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http://dx.doi.org/10.1016/j.ejrad.2015.12.003 | DOI Listing |
Cureus
August 2025
Pulmonology, Unidade Local de Saúde (ULS) da Guarda, Guarda, PRT.
Pulmonary atypical adenomatous hyperplasia (AAH) is a recognized precursor lesion to pulmonary adenocarcinoma (ADC). We present the case of a 79-year-old ex-smoker in whom transthoracic needle biopsy revealed histological features suggestive of lung ADC. However, surgical resection of the lesion later demonstrated only AAH.
View Article and Find Full Text PDFCureus
August 2025
Department of Thoracic Surgery, Instituto Guatemalteco de Seguridad Social, Guatemala City, GTM.
Endometrial adenocarcinoma frequently metastasizes to distant organs, with the lungs being a common site. Pulmonary metastases typically present as multiple nodules. However, solitary lesions are uncommon and may offer surgical opportunities.
View Article and Find Full Text PDFTherapeutic treatment of lung nodules by ablation is a new field. Even though not considered standard of care, lung nodule ablation can be appropriate for select cases. Even though ablation is a safe and well-tolerated procedure, bleeding is a potential complication.
View Article and Find Full Text PDFRespirology
September 2025
Radiology Department, Huadong Hospital, Fudan University, Shanghai, China.
Background And Objective: Diagnosing pulmonary ground-glass nodules (GGNs) on chest CT imaging remains challenging in clinical practice. Moreover, different stages of GGNs may require different clinical treatments. Hence, we sought to predict the progressive state of pulmonary GGNs (absorption or persistence) for accurate clinical treatment and decision-making.
View Article and Find Full Text PDFJ Vasc Interv Radiol
September 2025
Cardiothoracic Surgeons of Grand Traverse, Department of Surgery, Munson Medical Center, Traverse City, Michigan.
Thoracic surgeons utilizing minimally invasive techniques for lung nodule resection often rely on localization markers to determine precise nodule location intraoperatively. Transbronchial or transthoracic injection of indocyanine green (ICG) dye has become a popular technique. However, surgery must be performed immediately as dye will dissipate to surrounding tissue.
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