Diagnostic Microbiology and Infectious Disease, Journal Year: 2024, Volume and Issue: unknown, P. 116674 - 116674
Published: Dec. 1, 2024
Language: Английский
Diagnostic Microbiology and Infectious Disease, Journal Year: 2024, Volume and Issue: unknown, P. 116674 - 116674
Published: Dec. 1, 2024
Language: Английский
Journal of Dentistry, Journal Year: 2024, Volume and Issue: 143, P. 104888 - 104888
Published: Feb. 9, 2024
Language: Английский
Citations
26Microbial Pathogenesis, Journal Year: 2024, Volume and Issue: 189, P. 106568 - 106568
Published: Feb. 13, 2024
Language: Английский
Citations
18Microbial Pathogenesis, Journal Year: 2024, Volume and Issue: 191, P. 106658 - 106658
Published: April 20, 2024
Language: Английский
Citations
6The Science of The Total Environment, Journal Year: 2024, Volume and Issue: 939, P. 173613 - 173613
Published: May 28, 2024
Language: Английский
Citations
4IETE Journal of Research, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 10
Published: Jan. 9, 2025
Internet of Things (IoT) allows the linking disparate devices via wireless and mobile communication technology. The accuracy integrity data often determine IoT service quality. An acquired data, however, will be abnormal due to harsh surroundings or device flaws. As a result, an efficient means identifying anomalies is critical for ensuring excellent service. This article discusses Parallel Residual Stacked Bidirectional Long Short-Term Memory Network optimized with Chameleon Swarm Optimization Algorithm Time-Series Sensor Data (PRSBi LSTM-CSOA-AD-TSSD) proposed anomaly identification Time Sequence Data. Initially, time sequence sensor are from Yahoo Webs cope S5 dataset. Then preprocessed using Sparsity Aware Robust Normalized Subb Adaptive Filtering technique. pre-processed given PRSBiLSTM detect anomalous classifies into normal anomaly. (CSOA) which precisely anomalistic algorithm implemented in Python performance metrics, such as F1-score, precision, sensitivity, specificity, Error rate, accuracy, ROC, computational analyzed identify PRSBiLSTM-CSOA-AD-TSSD approach. approach provides 22.41%, 25.51%, 21.65% higher 24.56%, 23.36%, 25.98% lower error 22.59%, 22.29%, 25.67% existing methods, LSTM-AD-TSSD, Unsupervised TCN-AE-based TCN-ADTSSD, CNN-AD-TSSD.
Language: Английский
Citations
0Environmental Monitoring and Assessment, Journal Year: 2025, Volume and Issue: 197(2)
Published: Jan. 18, 2025
Language: Английский
Citations
0Wireless Networks, Journal Year: 2025, Volume and Issue: unknown
Published: Jan. 18, 2025
Language: Английский
Citations
0Pharmaceutics, Journal Year: 2025, Volume and Issue: 17(2), P. 194 - 194
Published: Feb. 4, 2025
Background: The skin represents the first barrier of defense, and its integrity is crucial for overall health. Skin wounds present a considerable risk seeing how their progression rapid sometimes they are caused by comorbidities like diabetes venous diseases. Nutraceutical combinations ones between polyphenols metal ions applications thanks to increased bioavailability ability modulate intrinsic molecular pathways. Methods: research findings presented in this paper based on systematic review current literature with an emphasis nanotechnology regenerative medicine strategies that incorporate metallic nanoparticles (NPs). key studies which described action mechanisms, efficacy, safety these hybrid formulations were reviewed. Results: Nanocomposites polyphenol promote healing activating signaling pathways such as PI3K/Akt ERK1/2, turn improve fibroblast migration proliferation. Nanoparticles silver copper have antibacterial, angiogenesis-promoting, inflammation-modulating capabilities. With induce apoptosis restrict cell growth, composites potential cure malignancies addition facilitating wound healing. Conclusions: metals provide hope treatment cancer chronic wounds. Their antimicrobial capabilities, capacity inflammatory responses, enhancement activity all point medicinal potential. Furthermore, decrease inflammation associated tumors while simultaneously inducing death cells. Clarifying guaranteeing stability, enhancing effective delivery techniques clinical usage should be focus future studies.
Language: Английский
Citations
0Bioorganic Chemistry, Journal Year: 2025, Volume and Issue: 161, P. 108527 - 108527
Published: April 26, 2025
Language: Английский
Citations
0Microbial Pathogenesis, Journal Year: 2024, Volume and Issue: 197, P. 107103 - 107103
Published: Nov. 5, 2024
Language: Английский
Citations
3