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The global prevalence of interstitial lung disease in patients with rheumatoid arthritis: a systematic review and meta-analysis.
Rheumatol Int
January 2025
School of Medicine, The University of Western Australia, 35 Stirling Highway, Perth, WA, 6009, Australia.
This study aims to review the literature and estimate the global pooled prevalence of interstitial lung disease among patients with rheumatoid arthritis (RA-ILD). The influence of risk factors like geography, socioeconomic status, smoking and DMARD use will be explored. A systematic review was performed according to the PRISMA and JBI guidelines.
View Article and Find Full Text PDFFlexible Tactile Sensors with Self-Assembled Cilia Based on Magnetoelectric Composites.
ACS Appl Mater Interfaces
January 2025
School of Precision Instrument and Optoelectronics Engineering, Tianjin University, 92 Weijin Road, Tianjin 300072, China.
Traditional tactile sensors are single-function, and it is difficult to meet the needs of applications in complex environments. This paper describes the development and applications of flexible tactile sensors with cilia based on magnetoelectric composites made of neodymium iron boron (NdFeB) microparticles with a silver (Ag) nanoshell in polydimethylsiloxane (PDMS). These sensors adopt the inherent magnetism of NdFeB microparticles and the excellent conductivity of the Ag coating.
View Article and Find Full Text PDFSerology and histology in Sjögren's syndrome diagnosis: a retrospective accuracy study.
Clin Rheumatol
January 2025
Department of Dentistry-Division of Oral Medicine, Oral Pathology and Radiology, and Division of Dental Hygiene, Faculty of Medicine and Dentistry, University of Alberta, Room 5-357 Edmonton Clinic Health Academy, 11405 87 Avenue NW, Edmonton, AB, Canada.
Introduction: Sjögren's syndrome (SS) presents complex diagnostic challenges due to its multi-organ involvement, often leading to misdiagnosis, which can result in unnecessary treatments, elevated healthcare costs, and significant impacts on patient quality of life. Accurate diagnosis is therefore critical, utilising ACR/EULAR criteria that include both labial minor salivary gland (LMSG) biopsy and anti-SSA antibodies.
Methods: This retrospective study analysed medical records of 87 adults suspected of primary SS, who underwent both anti-SSA serology and LMSG biopsy.
Researching on insulator defect recognition based on context cluster CenterNet+.
Sci Rep
January 2025
Northeast Electric Power University, Jilin City, China.
The existing UAV inspection images are faced with many challenges for insulator defect recognition. A new multi-resolution Context Cluster CenterNet++ model is proposed. First, this paper proposes the Context Cluster method to solve the problem of low recognition accuracy caused by non-uniform distribution of targets.
View Article and Find Full Text PDFMachine learning analysis of rivaroxaban solubility in mixed solvents for application in pharmaceutical crystallization.
Sci Rep
January 2025
Department of Oral & Maxillofacial Surgery and Diagnostic Sciences, Faculty of Dentistry, Taif University, 21944, Taif, Saudi Arabia.
This study investigates the use of machine learning models to predict solubility of rivaroxaban in binary solvents based on temperature (T), mass fraction (w), and solvent type. Using a dataset with over 250 data points and including solvents encoded with one-hot encoding, four models were compared: Gradient Boosting (GB), Light Gradient Boosting (LGB), Extra Trees (ET), and Random Forest (RF). The Jellyfish Optimizer (JO) algorithm was applied to tune hyperparameters, enhancing model performance.
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