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Integrating SAM priors with U-Net for enhanced multiclass cell detection in digital pathology
Published 2025-05-01“…Extensive experiments on public datasets reveal that the proposed method significantly surpasses both standalone U-Net and approaches that merely augment inputs by overlaying prior features onto color channels. This advancement not only enhances the utility of large models in medical applications but also lays the groundwork for the evolution of intelligent pathological diagnostic technologies.…”
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An adaptive initialization and multitasking based evolutionary algorithm for bi-objective feature selection in classification
Published 2025-05-01“…Abstract Evolutionary algorithms have become a widely-used approach for solving multi-objective optimization problems over the last decades, while feature selection in classification is also a discrete bi-objective optimization problem that aims at simultaneously minimizing the classification error and the number of selected features. …”
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The significance of follow-up in patients with dysmorphic features: a case from clinical practice
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AI-based tool wear prediction with feature selection from sound signal analysis
Published 2025-08-01“…One of the core elements of this evolution is tool wear monitoring. In automated production systems, the condition of tools greatly influences production efficiency, cutting stability, and the quality of machined surfaces. …”
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Can Implicit Solvation Methods Capture Temperature Effects on the Infrared Features of Astrophysical Ices?
Published 2025-02-01“…We investigate the ability of implicit solvation approaches to capture temperature-dependent infrared spectral features of CO<sub>2</sub> molecules embedded in astrophysical ice analogues, comparing their performance to that of explicit ice models and experimental data. …”
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CB-MTE: Social Bot Detection via Multi-Source Heterogeneous Feature Fusion
Published 2025-06-01“…Traditional bot detection methods, constrained by single-source features, often fail to capture the complete behavioral and contextual characteristics of social bots, especially their dynamic behavioral evolution and group coordination tactics, resulting in feature incompleteness and reduced detection performance. …”
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A complex network perspective on spatiotemporal evolution of extreme precipitation over the middle and lower reaches of the Yangtze river
Published 2025-07-01“…Traditional statistical analyses to study extreme precipitation often tend to separate temporal and spatial features, and spatial features are often studied based on complex networks, with few studies conducted from a combined temporal and spatial perspective. …”
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The functional-semantic features of phraseological units containing words with the etymon god- in the Russian language
Published 2017-10-01“…The purpose of the research is to trace the semantic transformations of lexemes with the etymon god-, as part of phraseological units, and to study the features of using phraseological units with the specified words. …”
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Correlation Between Macroscopic Features of Ischemic Skin Injury and Subdermal Plexus Damage in Lipoabdominoplasty
Published 2025-08-01“…Until now, these ischemic lesions have not been classified from a pathological macroscopic perspective, nor have their distinct patterns of presentation and evolution been described. This lack of classification has made understanding and appropriate management more challenging. …”
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Integrating SNP data to reveal the adaptive selection features of goat populations in extreme environments
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Spectral Features of the Energy-containing Range and the Inertial Range in Fast Solar Wind Turbulence
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Scale-Dependent Inverse Temperature Features Associated With Crashes in the US and Japanese Stock Markets
Published 2025-01-01“…In the dynamics of β, the most prominent features are peaks at various times. We identified five esoteric and seven characteristic peaks and studied how they change with scale ϵ. …”
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Constraining the timing and processes of pediment formation and dissection: implications for long-term evolution in the Western Cape, South Africa
Published 2025-04-01“…<p>Pediment surfaces are a widespread feature of the southern African landscape and have long been regarded as ancient landforms. …”
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Data Analysis of Globular Cluster Harris Catalogue in View of the King Models and Their Dynamical Evolution. II. Observational Evidences
Published 2014-12-01“…We summarize some observational comparison concerning the features of globular clusters (GCs) population in connection to the evolution of King models. …”
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Enhancing voice spoofing detection in noisy environments using frequency feature masking augmentation
Published 2025-03-01“…To address this issue, we propose a data augmentation technique called Frequency Feature Masking (FFM), which randomly masks frequency bands. …”
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