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AI-Driven segmentation and morphogeometric profiling of epicardial adipose tissue in type 2 diabetes
Published 2025-07-01Get full text
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1883
Fast Anomaly Detection for Vision-Based Industrial Inspection Using Cascades of Null Subspace PCA Detectors
Published 2025-08-01Get full text
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1884
A Machine Learning Model for Predicting Breast Cancer Recurrence and Supporting Personalized Treatment Decisions Through Comprehensive Feature Selection and Explainable Ensemble Le...
Published 2025-05-01“…The model can assist in tailoring treatments—allowing high-risk patients to receive more aggressive care while helping low-risk patients avoid unnecessary treatments.Future research should focus on validating the model in different populations and incorporating additional data sources like genomics and imaging to further improve precision. This study demonstrates the potential of ensemble learning in advancing personalized breast cancer care.Keywords: breast cancer recurrence, machine learning, LASSO feature selection, ensemble learning, SHAP value analysis…”
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1885
Heat management solutions for the space camera: From design to orbital operations
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1886
Vision-Based Measurement for Quality Control Inspection Integrated Into a Die-Casting Process in Industry 4.0 Era
Published 2025-01-01“…High-pressure die casting (HPDC) is a widely adopted manufacturing process in the automotive industry, renowned for producing complex metal components with high precision and surface quality. …”
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1887
A Multi-Modal Approach for the Molecular Subtype Classification of Breast Cancer by Using Vision Transformer and Novel SVM Polyvariant Kernel
Published 2025-01-01“…Statistical significance tests confirmed its robustness, reinforcing its effectiveness for complex biomedical data integration. The proposed research demonstrates the efficacy of multimodal data fusion in improving breast cancer subtype classification and establishes the Polyvariant kernel as a powerful tool for complex biomedical data analysis.…”
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1888
Fine-Grained Land Use Remote Sensing Mapping in Karst Mountain Areas Using Deep Learning with Geographical Zoning and Stratified Object Extraction
Published 2025-07-01“…Karst mountain areas, as complex geological systems formed by carbonate rock development, possess unique three-dimensional spatial structures and hydrogeological processes that fundamentally influence regional ecosystem evolution, land resource assessment, and sustainable development strategy formulation. …”
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Measurement of Fracture Networks in Rock Sample by X-Ray Tomography, Convolutional Filtering and Deep Learning
Published 2025-07-01“…By combining convolution-based image processing techniques with advanced neural network-based segmentation, the proposed approach achieves high precision in identifying complex fracture networks. …”
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1891
Multi-Layer Modeling and Visualization of Functional Network Connectivity Shows High Performance for the Classification of Schizophrenia and Cognitive Performance via Resting fMRI
Published 2025-03-01“…<b>Background:</b> In functional magnetic resonance imaging (fMRI), functional network connectivity (FNC) captures temporal coupling among intrinsic connectivity networks (ICNs). …”
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1892
MULTIMODAL MEANS OF BORIS JOHNSON’S REPRESENTATION AS A CHARISMATIC LEADER ON SOCIAL MEDIA
Published 2023-12-01“…In the paper, on the basis of a multimodal critical discourse analysis of political posters and social media posts, the authors outline the complex interplay of multimodal means serving to convey a political leader’s charisma. …”
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1893
A deep neural network for adaptive spatial smoothing of task fMRI data
Published 2025-04-01“…Neurons in the cerebral cortex are located within a thin sheet of gray matter at the surface of the brain, and the human brain’s gyrification results in a complex gray matter anatomy. For task-based fMRI activation analysis, isotropic Gaussian smoothing can reduce spatial specificity, introducing spatial blurring artifacts where inactive voxels near active regions are mistakenly identified as active. …”
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Exploring the Structural Characteristics and Antioxidant Capacity of Pectins from <i>Adenophora tetraphylla</i> (Thunb.) Fisch.
Published 2025-03-01“…The structural investigation was enhanced through the application of multiple characterization methods: Congo red binding analysis, circular dichroism measurements, and scanning electron microscopy imaging. …”
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Construction and Application of Monitoring System for Green Tarpaulin Cover Net in Mega Cities
Published 2025-03-01Get full text
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1897
Radar Waveform Recognition With ConvNeXt and Focal Loss
Published 2024-01-01“…A method of automatic recognition of radar waves based on time-frequency analysis (TFA) and ConvNeXt model is proposed in the paper. …”
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THEMIS: A Parameter Estimation Framework for the Event Horizon Telescope
Published 2020-01-01“…However, accessing this information is a formidable analysis challenge for two reasons. First, the EHT natively produces a variety of data types that encode information about the image structure in nontrivial ways; these are subject to a variety of systematic effects associated with very long baseline interferometry and are supplemented by a wide variety of auxiliary data on the primary EHT targets from decades of other observations. …”
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