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Distribution of Airway Findings in ANCA-Associated Vasculitis: A 20-Year Observational Analysis.
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Department of Internal Medicine, Division of Rheumatology, Mayo Clinic, Jacksonville, FL 32224, USA.
Pulmonary involvement is commonly observed in anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV), presenting with manifestations such as diffuse alveolar hemorrhage, inflammatory infiltrates, pulmonary nodules, and tracheobronchial disease. We aimed to identify distinct subgroups of tracheobronchial disease patterns in patients with anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV) using latent class analysis (LCA), and to evaluate their clinical characteristics and outcomes. We conducted a retrospective cohort study using electronic medical records of patients aged >18 years diagnosed with AAV and tracheobronchial disease between 1 January 2002 and 6 September 2022.
View Article and Find Full Text PDFAttention-Based Malware Detection Model by Visualizing Latent Features Through Dynamic Residual Kernel Network.
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December 2024
School of Computer Engineering & Applied Mathematics, Hankyong National University, Anseong-si 17501, Republic of Korea.
In recent years, significant research has been directed towards the taxonomy of malware variants. Nevertheless, certain challenges persist, including the inadequate accuracy of sample classification within similar malware families, elevated false-negative rates, and significant processing time and resource consumption. Malware developers have effectively evaded signature-based detection methods.
View Article and Find Full Text PDFCorrigendum to "Latent profile analysis of dyspnea-related kinesiophobia in older adults with chronic obstructive pulmonary disease" [Heart & lung: The Journal of Critical Care 69 (2024) 241247/PMID: 39522284].
Heart Lung
December 2024
Hongqiao International Institute of Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, 1111 XianXia Road, Shanghai 200336, China. Electronic address:
[Effect of low-intensity laser-therapy in the correction of encephalopathy in obstructive jaundice].
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Polyclinic No. 3 of the Medical Sanitary Unit of the Ministry of Internal Affairs of the Russian Federation, Moscow, Russia.
Unlabelled: Hepatic encephalopathy is an early and severe complication of obstructive jaundice and is characterized by occurrence of non-focal and focal neurological manifestations. Different methods of therapy are applied for disorder correction. Low-intensity laser blood irradiation has a pronounced antioxidant and vasoactive effect.
View Article and Find Full Text PDFSocial risk factors and cardiovascular risk in obstructive sleep apnea: a systematic assessment of clinical predictors in community health centers.
Pac Symp Biocomput
December 2024
Division of Medical Informatics, Division of Pulmonary Critical Care and Sleep Medicine, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS, United States.
We leveraged electronic health record (EHR) data from the Accelerating Data Value Across a National Community Health Center Network (ADVANCE) Clinical Research Network (CRN) to identify social risk factor clusters, assess their association with obstructive sleep apnea (OSA), and determine relevant clinical predictors of cardiovascular (CV) outcomes among those experiencing OSA. Geographically informed social indicators were used to define social risk factor clusters via latent class analysis. EHR-wide diagnoses were used as predictors of 5-year incidence of major adverse CV events (MACE) using STREAMLINE, an end-to-end rigorous and interpretable automated machine learning pipeline.
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