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961
Therapeutic potential of microRNAs in neurological disorders: mechanisms, biomarkers, and emerging therapeutic strategies
Published 2025-07-01“…Furthermore, studies have demonstrated the potential of miRNA-based therapies to modulate disease processes and improve clinical outcomes. This review critically evaluates current therapeutic strategies for miRNA delivery in neurological disorders, focusing on advanced platforms such as nanocarriers, exosomes, viral vectors, and ligand-mediated systems designed to overcome the blood-brain barrier. …”
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962
Study of adaptive control system of asynchronous electric drive belt conveyor
Published 2023-08-01“…With the help of computer modeling, graphs of transient processes in the asynchronous electric drive system with vector control are obtained, the results of modeling dynamic characteristics and quality indicators in systems with a speed sensor mounted on the motor shaft and with speed observers. …”
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963
Comparison of artificial intelligence approaches for estimating wind energy production: A real-world case study
Published 2024-12-01“…These results emphasise the need of accurate prediction for the efficient operation and maintenance of contemporary wind turbines and provide direction on choosing the most appropriate prediction techniques considering variables such as time frames, input properties, and processing needs.…”
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964
Brain Computer Interface using Genetic Algorithm with modified Genome and Phenotype Structures
Published 2023-08-01“…In the present paper, an effective novel scheme based upon a synergetic approach employing the Genetic Algorithm (GA), Support Vector Machine and Wavelet packet transform for motor imagery classification and optimal Channel selection is proposed. …”
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965
Deciphering the impact of heat wave in the global surge of infectious diseases
Published 2025-09-01“…Heat waves enhance the activity and distribution of insect vectors, leading to higher transmission rates of vector-borne sicknesses like dengue fever, chikungunya, malaria, Zika virus, Lyme disease and West Nile fever etc. …”
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966
Exploring the relationship between features calculated from contextual embeddings and EEG band power during sentence reading in Chinese
Published 2025-07-01“…This alignment supports the theoretical framework proposing vector-based neural coding for natural language processing in the brain, where linguistic units may be represented as context-sensitive vectors analogous to LLM-derived embeddings. …”
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967
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968
Altered brain regional homogeneity, depressive symptoms, and cognitive impairments in medication-free female patients with current depressive episodes in bipolar disorder and major...
Published 2024-12-01“…Patients with BDE exhibited more severe cognitive deficits in processing speed, attention, word learning, and overall cognitive function than those with MDD. …”
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969
Measurement of boosted Higgs bosons produced via vector boson fusion or gluon fusion in the H → b b ¯ $$ \textrm{b}\overline{\textrm{b}} $$ decay mode using LHC proton-proton colli...
Published 2024-12-01“…Abstract A measurement is performed of Higgs bosons produced with high transverse momentum (p T) via vector boson or gluon fusion in proton-proton collisions. …”
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970
Geochemical-process extraction and interpretation using matrix factorization: a framework for verifying effectiveness through forward modeling and inversion analysis
Published 2025-04-01“…To quantitatively validate the extracted basis vectors, we estimated elemental mobility parameters during weathering and compared them with known values in the synthetic dataset, demonstrating the applicability of our approach in quantifying geological processes. …”
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971
Context-dependent similarity analysis of analogue series for structure–activity relationship transfer based on a concept from natural language processing
Published 2025-01-01“…We report a new computational approach to systematically search for SAR transfer series that combines an AS alignment algorithm with context-depending similarity assessment based on vector embeddings adapted from natural language processing. …”
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972
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973
Research on fault diagnosis of amorphous alloy transformers by using vibration signals and a PSO-optimized full-process WPT-SVM model
Published 2025-09-01“…Additionally, principal component analysis (PCA) reduces the dimensionality of the redundant frequency band energy after WPT feature extraction, minimizing data redundancy. Overall, the full-process optimization significantly improves AMT fault diagnosis efficiency compared with single-aspect optimization.…”
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974
Development of cell-based assay for detecting replication-competent adeno-associated virus by qPCR
Published 2025-09-01“…The optimized assay is performed at a 2 mL scale, minimizes the generation of false-positive results, and achieves a reportable result of 1 rcAAV per 106 vector genomes. The same approach for rcAAV method development can be expanded to all other AAV serotypes, providing means for substantially improving process development and product safety.…”
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975
Experimental analysis and optimization of hydrogen pre-cooling liquefaction process with composite catalyst through a hybrid priority cluster modeling approach
Published 2025-08-01“…New energy infrastructure designs benefits from these findings that support hydrogen as a clean energy vector while enhancing industrial liquefaction procedures.…”
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976
An Inverse Modeling Multi-Objective Optimization Technique Based on Incremental Learning and Fuzzy Clustering
Published 2025-01-01“…This paper aims to develop an inverse modeling MOEA based on decomposition that employs an incremental learning-based support vector regression (SVR) model, as an alternative to the Gaussian process model, in order to improve the quality of obtained solutions and speed up convergence of the algorithm. …”
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977
The Bioengineering of Insect Cell Lines for Biotherapeutics and Vaccine Production: An Updated Review
Published 2025-05-01“…Initial successes, along with advancements in the use of insect cells for recombinant protein manufacturing, primarily relied on baculovirus expression vector systems (BEVSs), which enable heterologous gene expression in infected cells. …”
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978
Identifying Disinformation on the Extended Impacts of COVID-19: Methodological Investigation Using a Fuzzy Ranking Ensemble of Natural Language Processing Models
Published 2025-05-01“…MethodsA comprehensive dataset comprising 566 genuine and 2361 fake samples was curated from reliable open sources and processed using advanced techniques. The dataset was randomly split using the scikit-learn package to facilitate both training and evaluation. …”
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979
Hyperspectral imaging for precision nitrogen management: A comparative exploration of two methodological approaches to estimate optimal nitrogen rate in processing tomato
Published 2025-03-01“…Three nonparametric algorithms were trained, i.e., Gaussian Process Regression (GPR), Support Vector Regression (SVR), and Partial Least Square Regression (PLSR). …”
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980
Modification of a groundwater prospect zone index using remotely sensed data and the analytic network process in the eastern part of Lesvos island, Greece.
Published 2022-02-01“…To evaluate the criteria used for the result, the Analytic Network Process (ANP) was applied to weight each parameter. …”
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