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561
Predicting Financial Distress through Ranking Working Capital Management Components Using Random Forest Algorithm
Published 2025-03-01“…The random forest method employs a bagging approach, creating subsets from the entire dataset and determining the final result based on the average outcomes of these subsets. This approach helps to significantly mitigate the overfitting problem.One notable feature of the random forest algorithm is its ability to rank the importance of the input features in determining the trend of the target variables. …”
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562
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563
Increasing population adherence to vaccination: evaluation and a systematic approach to implementation
Published 2022-07-01“…A significant part of the doubting population is represented by women (85%). As a result, the average age of target audience representative is 35.4 years. …”
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564
Synthesis and Characterization of NiO/ZnO Nanocomposite and its Application in Ibuprofen Drug Delivery
Published 2024-06-01“…The objective of this research was to explore targeted drug delivery of ibuprofen, a nonsteroidal anti-inflammatory drug, in order to minimize its side effects for patients requiring long-term and continuous use. …”
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565
Al-doped ZnO Thin Films via Sputtering: Influence of Structural Defects on Ozone Gas Sensitivity
Published 2024-10-01“…This work presents the sensor response to ozone gas of pure ZnO and Al-doped thin films, prepared by sputtering with varying deposition times. Ceramic targets prepared by SSR, compacted at 65MPa, sintered at 950°C, with densities ranging from 74-97% of the theoretical density, depending on the dopant content were used. …”
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566
Design and preparation of PLA-chitosan-PEG-glucose copolymer for combined delivery of Paclitaxel and siRNA
Published 2025-07-01“…Abstract In recent years, the use of cell surface receptors for targeted nanoparticle delivery to cancer cells has emerged as a new strategy that enhances drug effectiveness by minimizing nonspecific absorption in healthy cells and reducing side effects. …”
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567
Bibliometric and visualized analysis of current advances and future directions in epilepsy: from molecular basis to therapy
Published 2025-07-01“…Ion channel abnormalities (e.g., KCNQ2 and SCN1A mutations) and neuroinflammatory pathways have become central to basic research, guiding targeted drug design. However, gaps remain between basic research and clinical application, as discoveries like circRNA regulation and glial-neuron interactions have not yet led to effective therapies, and emerging technologies such as optogenetics and nano-drug delivery systems still require clinical validation.…”
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568
Mortality Projections, Regional Disparities in the Burden of Neonatal Disorders, and the Status of Achieving SDG Targets by 2030 in South Asia: Insights from the Global Burden of D...
Published 2025-03-01“…Conclusion For South Asian countries to meet the SDG target for neonatal mortality by 2030, intensified and continuous efforts are required. …”
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569
Efgartigimod Followed by Telitacicept in Adult Generalized Myasthenia Gravis: A Retrospective Case Series
Published 2025-04-01“…Six patients (86%) achieved Minimal Manifestation Status (MMS), with a median time to achieve MMS being 9 weeks. The average prednisone dosage was significantly reduced from 51.43± 14.64 mg at baseline to 5.71± 1.89 mg by week 28 (P < 0.05). …”
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570
CAPSE-ViT: A Lightweight Framework for Underwater Acoustic Vessel Classification Using Coherent Spectral Estimation and Modified Vision Transformer
Published 2025-06-01“…Underwater acoustic target classification has become a key area of research for marine vessel classification, where machine learning (ML) models are leveraged to identify targets automatically. …”
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571
Some reflections about the monetary policy of the government
Published 2024-04-01“…Based on the results of the study, we can conclude that the use of the money supply targeting regime is the most effective and will be effective in the future. …”
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572
Analysis of the Reduction in the Duration of Sick Leave for 32,512 Psoriasis Patients Following the Integration of Targeted Therapies for Psoriatic Disease into the Brazilian Healt...
Published 2025-03-01“…Public access to psoriatic arthritis (PsA)-targeted therapies decreased the average minimum wage granted to psoriasis patients on sick leave by 22%, and public access to psoriasis-targeted therapies reduced the average wage by 7%. …”
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573
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574
Targeting necroptosis in MCF-7 breast cancer cells: In Silico insights into 8,12-dimethoxysanguinarine from Eomecon Chionantha through molecular docking, dynamics, DFT, and MEP stu...
Published 2025-01-01“…Breast cancer remains a significant challenge in oncology, highlighting the need for alternative therapeutic strategies that target necroptosis to overcome resistance to conventional therapies. …”
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575
EXPRESS METHOD FOR CALCULATING GROSS MARGIN IN E-COMMERCE: A PRACTICAL APPROACH
Published 2024-12-01“…This offers a dynamic framework that accounts for variability in discounts and sales, which is a significant advantage over traditional methods that rely on fixed margin targets or historical averages.…”
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576
Multi-objective Path Planning for AUVs Based on Improved Whale Optimization Algorithms and Fluid Disturbance Algorithms
Published 2025-06-01“…To address the challenges of low path planning efficiency for autonomous undersea vehicle(AUV) in multi-target environments, as well as the limitations of the traditional whale optimization algorithm(WOA) in terms of susceptibility to local optima and inadequate adaptability to three-dimensional obstacle avoidance requirements, this study proposed a collaborative planning strategy that integrated a fluid perturbation algorithm with an improved WOA. …”
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577
A One-Stage HMDV Algorithm Applied in Multitarget Detection in SAR Images
Published 2025-01-01“…Synthetic aperture radar (SAR) image target detection is a key method in image interpretation. …”
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578
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579
THE INFLUENCE OF DECISIONS ON INCREASING SOCIAL STANDARDS ON MONETARY POLICY
Published 2021-04-01“…The article aims to study how government decisions on social standards (in particular minimum wages) can influence monetary policy decisions based on inflation targeting. Results of the research. The method of analysis of indicators and consequences of the introduction of inflation targeting in Ukraine, geographical neighbors and countries with similar economies is described. …”
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580