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Improved lung nodule segmentation with a squeeze excitation dilated attention based residual UNet.
Sci Rep
January 2025
Department of Electrical Engineering, Faculty of Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran.
The diverse types and sizes, proximity to non-nodule structures, identical shape characteristics, and varying sizes of nodules make them challenging for segmentation methods. Although many efforts have been made in automatic lung nodule segmentation, most of them have not sufficiently addressed the challenges related to the type and size of nodules, such as juxta-pleural and juxta-vascular nodules. The current research introduces a Squeeze-Excitation Dilated Attention-based Residual U-Net (SEDARU-Net) with a robust intensity normalization technique to address the challenges related to different types and sizes of lung nodules and to achieve an improved lung nodule segmentation.
View Article and Find Full Text PDFCost of lung cancer diagnosis: cost differences between national health system and private sector.
Lung Cancer Manag
July 2024
Department of Pulmonology, I.M. Sechenov First Moscow State Medical University, Moscow 678554, Russian Federation.
Lung cancer is still diagnosed at an advanced stage due to lack of early disease symptoms. We have techniques and equipment for rapid on site evaluation of pulmonary lesions. However, with new technology or a combination of technologies in the diagnostic suite the cost of biopsy is rising.
View Article and Find Full Text PDFEmerging from a PleurX Draining Catheter: An Unexpected Diagnosis.
Clin Med Insights Case Rep
January 2025
Infectious Disease Unit, Augusta Victoria Hospital, East Jerusalem, Palestine.
Introduction: is a common helminthic infection characterized by fecal-oral route of transmission. Commonly, it affects the gastrointestinal tract. However, in significantly rare cases, it can affect unexpected body regions, such as biliary tree, pancreas, and the lung.
View Article and Find Full Text PDFMelanoma of the pleura mimicking malignant mesothelioma: a rare and rapidly progressive pleural disease.
BMJ Case Rep
January 2025
Department of Radiology, Royal Perth Hospital, Perth, Western Australia, Australia.
Clinical Presentation and Course of Pulmonary Involvement in Chronic Nonbacterial Osteomyelitis.
ACR Open Rheumatol
January 2025
Olgahospital, Klinikum Stuttgart, Germany.
Objective: Pulmonary involvement in chronic nonbacterial osteomyelitis (CNO) is rare. Limited awareness results in diagnostic challenges, especially because malignancy or infection needs to be considered.
Methods: Based on a survey shared among centers participating in the Kerndokumentation Deutsches Rheumaforschungszentrum (Germany), this study investigated clinical and imaging presentations, demographic features, treatment response and outcomes of pulmonary involvement in CNO (pCNO).
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