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Open-source Large Language Models can Generate Labels from Radiology Reports for Training Convolutional Neural Networks.
Acad Radiol
January 2025
Department of Radiology and Nuclear Medicine, German Heart Center Munich, Lazarettstraße 36, 80636 Munich, Germany (K.K.B.).
Rationale And Objectives: Training Convolutional Neural Networks (CNN) requires large datasets with labeled data, which can be very labor-intensive to prepare. Radiology reports contain a lot of potentially useful information for such tasks. However, they are often unstructured and cannot be directly used for training.
View Article and Find Full Text PDFMicrobial community analysis of supragingival plaque in patients with fixed prostheses.
J Prosthet Dent
January 2025
Associate Professor, Department of Stomatology, The Fifth Affiliated Hospital of Sun Yat-sen University, Xiangzhou, Zhuhai City, Guangdong, PR China. Electronic address:
Statement Of Problem: Harmony between prostheses and periodontal tissues is essential. The presence of a fixed prosthesis has been reported to increase the risk of periodontal lesion onset in abutment teeth and to affect longevity. However, studies comparing the supragingival plaque biofilm on fixed prostheses and natural teeth are lacking.
View Article and Find Full Text PDFThe benefits of Lactiplantibacillus plantarum: from immunomodulator to vaccine vector.
Immunol Lett
January 2025
Institute of Specific Prophylaxis and Tropical Medicine, Center for Pathophysiology, Infectiology and Immunology, Medical University of Vienna, Vienna, Austria. Electronic address:
Probiotics have been increasingly recognized for positively influencing many aspects of human health. Lactiplantibacillus plantarum (L. plantarum), a non-pathogenic bacterium, previously known as Lactobacillus plantarum, is one of the lactic acid bacteria commonly used in fermentation.
View Article and Find Full Text PDFIntegrating network pharmacology to investigate the mechanism of quercetin's action through AKT inhibition in co-expressed genes associated with polycystic ovary syndrome and endometrial cancer.
Int J Biol Macromol
January 2025
Department of Obstetrics and Gynecology, Chongqing General Hospital, Chongqing University, Chongqing 401147, China. Electronic address:
Endometrial cancer (EC) is a common gynecological malignancy for which polycystic ovarian syndrome (PCOS) has been identified as a significant risk factor. Quercetin, a widely distributed natural flavonoid, has demonstrated potential therapeutic effects in managing both PCOS and EC. However, the specific molecular targets of quercetin in the context of PCOS comorbid with EC (PCOS-EC) remain poorly defined.
View Article and Find Full Text PDFA "cyclodextrin-salicylic acid-chitosan" bifunctional monomer magnetic hydrophilic imprinted sandwich gel for targeted adsorption and slow release of ginkgolic acid.
Int J Biol Macromol
January 2025
The College of Forestry, Beijing Forestry University, 100083, Beijing, PR China. Electronic address:
This study aims to address the challenge of detoxifying ginkgolic acid and transform it from waste into a valuable resource. By using pseudo-template molecular imprinting technology to chemically modify polysaccharide materials, we developed a polysaccharide-based molecular imprinted material (MMCC-CD/CS-MIP) for the targeted separation and controlled release of ginkgolic acid. Under optimal conditions, MMCC-CD/CS-MIP demonstrated excellent adsorption performance (Q = 47.
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