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Improvement of flipped classroom teaching in colleges and universities based on virtual reality assisted by deep learning.
Sci Rep
January 2025
School of Electronic and Information Engineering, Changsha Institute of Technology, Changsha, 410200, China.
In order to solve the limitations of flipped classroom in personalized teaching and interactive effect improvement, this paper designs a new model of flipped classroom in colleges and universities based on Virtual Reality (VR) by combining the algorithm of Contrastive Language-Image Pre-Training (CLIP). Through cross-modal data fusion, the model deeply combines students' operation behavior with teaching content, and improves teaching effect through intelligent feedback mechanism. The test data shows that the similarity between video and image modes reaches 0.
View Article and Find Full Text PDFHospital discharges (MBDS) for Takotsubo syndrome in Spain. Regional differences (2008-2021).
Rev Clin Esp (Barc)
January 2025
Servicio de Cardiología, Hospital Universitario de La Princesa, Universidad Autónoma de Madrid, IIS-IP, CIBER-CV, Madrid, Spain.
Background And Objectives: Takotsubo syndrome (TTS) is an infrequent cause of acute coronary syndrome much better diagnosed in recent years. This study sought to assess the clinical profile of patients admitted with TTS in Spain and to elucidate potential regional differences in admissions and in-hospital mortality between the years 2008 and 2021.
Methods: Retrospective observational study of patients admitted to acute general hospitals of the Spanish National Health System with a main or secondary diagnosis of STT, using the minimum basic data set.
Reliable crash analysis: Comparing biases and error rates of empirical Bayes before-after analyses to mixed-models.
Accid Anal Prev
January 2025
Western Australian Centre for Road Safety Research, School of Psychological Science, The University of Western Australia Perth Western Australia Australia.
Estimating reliable causal estimates of road safety interventions is challenging, with a number of these challenges addressable through analysis choices. At a minimum, developing reliable crash modification factors (CMFs) needs to address three critical confounding factors, i.e.
View Article and Find Full Text PDFPlanar Pentacoordinate Bromine in Global Minimum Br6Li5.
Chemphyschem
January 2025
Shanxi University, Institute of Molecular Science, CHINA.
Delocalized multicenter bonds play a crucial role in clusters with a planar hypercoordinate center(s), making it difficult for highly electronegative elements, especially halogen atoms, to achieve the planar hypercoordinate arrangement. Herein, we introduce a star-like cluster Br6Li5-, whose global minimum contains a planar pentacoordinate bromine (ppBr). In this cluster, the central ppBr atom coordinates with five alkali metal Li atoms, which in turn bridge an equal number of electronegative Br atoms in the periphery, leading to the formation of the binary cluster Br6Li5-.
View Article and Find Full Text PDFSynergistic Antifungal Activity of Terbinafine in Combination with Light-Activated Gelatin-Silver Nanoparticles Against Strains.
Pharmaceutics
January 2025
Department of Horticulture and Life Science, Yeungnam University, Gyeongsan 38541, Republic of Korea.
The development of resistance to traditional antifungal therapies has necessitated the exploration of alternative treatment strategies to effectively manage fungal infections, particularly those induced by (). This research investigates the possibility of integrating silver nanoparticles (AgNPs) with Terbinafine to improve antifungal effectiveness. Terbinafine, while potent, faces challenges with specific fungal strains, highlighting the need for strategies to enhance its treatment efficacy.
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