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BiModalClust: Fused Data and Neighborhood Variation for Advanced K-Means Big Data Clustering
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Microbial succession in representative fermented sausages: driving flavor development and variations across Eastern and Western products
Published 2025-11-01“…The fermentation process not only extends shelf life but also enhances flavor, texture, and nutritional value, making them integral to many global food cultures. These products can be classified into two categories based on fermentation methods, microorganisms used, and flavor: Western and Eastern. …”
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284
Biogeographic venom variation in Russell's viper (Daboia russelii) and the preclinical inefficacy of antivenom therapy in snakebite hotspots.
Published 2021-03-01“…<h4>Methods</h4>Here, we employ an integrative approach comprising proteomic characterisation, biochemical analyses, pharmacological assessment, and venom toxicity profiling to elucidate the influence of varying ecology and environment on the pan-Indian populations of D. russelii. …”
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285
Dynamical variations, impact factors, and prediction of echinoco-ccosis in Xinjiang by ARIMA-Random Forest Hybrid Model.
Published 2025-01-01“…The echinococcosis in Xinjiang has been brought serious challenge and large pressure for the disease control and prevention.<h4>Methods</h4>We comprehensively investigated the echinococcosis temporal variations at multiple time scales in Xinjiang during the period of 2004-2020. …”
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White matter hyperintensity tissue property spatial variations as a function of cognitive status in Parkinson’s disease
Published 2025-05-01“…Methods: A total of 122 age- and sex-matched PD patients and 65 healthy controls (HC) were recruited, with PD patients grouped by Montreal Cognitive Assessment (MoCA) score including normal, mild cognitive impairment (MCI) or PD with dementia (PDD). …”
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Global Semantic Localization from Abstract Ellipse-Ellipsoid Model and Object-Level Instance Topology
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INTEGRATION OF SVM AND SMOTE-NC FOR CLASSIFICATION OF HEART FAILURE PATIENTS
Published 2023-12-01Get full text
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293
A mutational process signature and genomic alterations associated with outcome and immunogenicity in cancers with brain metastasis
Published 2025-07-01“…CNV analysis indicated that PTEN deletion and DUSP4 deletion were respectively associated with poorer and better outcomes in patients with BM.ConclusionsBy integrating the somatic mutation data of patients with BM, this study identified molecular biomarkers related to outcomes and immunogenicity from three perspectives: mutational process signatures, molecular subtypes, and genomic variations. …”
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294
Application of Modified Laplace Variational Iteration Hybrid Approach for Solving Time-Fractional Fourth-Order Parabolic PDEs
Published 2025-01-01“…This approach is essential for specifying the Lagrange multiplier without applying integration or convolution methods via recurrence relations. …”
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Assessing the degree of innovative readiness of systemic transformation of management in the context of transition to the sixth technological paradigm
Published 2023-12-01“…The purpose of the work is to assess the degree of readiness for the transformation of management systems in the context of the transition to the sixth technological paradigm in the context of studying the innovative activity of industrial entities in the field of developed production technologies, including integrated management and control (advanced methods of organization and production management). …”
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297
Characterization of Power System Oscillation Modes Using Synchrophasor Data and a Modified Variational Decomposition Mode Algorithm
Published 2025-05-01“…This paper presents an enhanced methodology for modal analysis that combines Adaptive Variational Mode Decomposition (A-VMD) with Prony’s method. …”
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298
Exploring implementation of interventions to facilitate integration in fragmented healthcare systems
Published 2025-07-01“…Methods We conducted qualitative semi‐structured interviews via Zoom with faculty and community physicians. …”
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A robust deep learning approach for photovoltaic power forecasting based on feature selection and variational mode decomposition
Published 2025-08-01“… Accurate forecasting of photovoltaic (PV) power is essential for effective grid integration and energy management, particularly in solar-rich regions such as Algeria. …”
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Regional Variation in Pregnancy Outcomes amongst Women in Inflammatory Bowel Disease: A Population-Based Cohort Study
Published 2021-01-01“…Geographical variation in preterm delivery, infants SGA, and Cesarean delivery was assessed using age-adjusted odds ratios (aOR) with 95% confidence intervals (CI) comparing women with and without IBD, stratified by Ontario’s 14 health-service regions, known as Local Health Integration Networks (LHINs). …”
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