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HAMF: A Novel Hierarchical Attention-Based Multi-Modal Fusion Model for Parkinson’s Disease Classification and Severity Prediction
Published 2025-01-01“…A comprehensive approach is a multi-modal framework that overcomes these limitations by integration of brain Magnetic Resonance Imaging (MRI) data, gait analysis, and speech signals for enhanced classification and severity estimation of PD. …”
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1463
Breath Detection from a Microphone Using Machine Learning
Published 2025-01-01Get full text
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1464
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1465
An Improved U-Net-Based Framework for Estimating River Surface Flow Velocity
Published 2025-01-01“…The framework incorporated a spatiotemporal training strategy, where continuous video sequences were utilized to capture temporal dynamics. Data preprocessing included multi-resolution image acquisition (2560×1 440, 1 920×1 080, 1 280×720) from simulated river channels and natural environments. …”
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1466
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1467
Computer Viewing Model for Classification of Erythrocytes Infected with <i>Plasmodium</i> spp. Applied to Malaria Diagnosis Using Optical Microscope
Published 2025-05-01“…<i>Materials and Methods:</i> A total of 27,558 images of human blood sample extensions were obtained from a public data bank for analysis; half were of parasite-infected red cells (<i>n</i> = 13,779), and the other half were of uninfected erythrocytes (<i>n</i> = 13,779). …”
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1468
Development Process and Characteristics Study of Tree Line Discharge in 10 kV Overhead Power Lines
Published 2025-07-01“…The mechanism of charring channel development under the tree epidermis was proposed, and its accuracy was verified using microscope images. Based on the observed characteristics of the tree discharge process, feature extraction was performed using high-frequency signals that contained detailed information on high-frequency discharges. …”
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1469
Stress-induced cortisol response predicts empathy for pain: The role of task-based connectivity between the insula and sensorimotor cortex during acute stress
Published 2024-11-01“…Therefore, 33 women and 41 men were included in data analysis. We found that empathy for pain was negatively correlated with the magnitude of cortisol stress response (r = -0.268, p = 0.018) and that the task-based connectivity between the salience network and sensorimotor network, including its sub-network and sub-region, was negatively correlated with the magnitude of cortisol stress response, and positively correlated with empathy for pain. …”
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1470
Tree inventory analysis using AI and GIS in Uzbekistan: A case study from Tashkent
Published 2025-01-01“…Tree locations were mapped on a true-color satellite image, visualized through GIS, enabling detailed analysis of spatial distribution and density across the city’s districts. …”
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1471
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1472
Crossing Borders: New Findings on Halide Edib’s Writing Experience and a Literary-Sociological Analysis
Published 2023-12-01Get full text
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1473
ViTAU: Facial paralysis recognition and analysis based on vision transformer and facial action units
Published 2025-02-01“…This innovative approach not only enhances the accuracy of facial paralysis detection but also contributes to facial medical imaging.…”
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1474
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1475
Academic tutoring as a human development process. Using semantic field analysis to explore the concept
Published 2025-06-01“…This article demonstrates the application of semantic field analysis to the interpretation of interview data, with a particular focus on the integration of quantitative methods. …”
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1476
Artificial Intelligence in the Oil and Gas Industry: Applications, Challenges, and Future Directions
Published 2025-07-01“…In the second step, the research focused on the OnePetro database, widely used by the oil industry, selecting articles with terms associated with production and drilling, such as “production system”, “hydrate formation”, “machine learning”, “real-time”, and “neural network”. The results highlight the transformative impact of AI on production operations, with key applications including optimizing operations through real-time data analysis, predictive maintenance to anticipate failures, advanced reservoir management through improved modeling, image and video analysis for continuous equipment monitoring, and enhanced safety through immediate risk detection. …”
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1477
Beijing’s urbanization reflected in apartment layouts: a computer vision and isovist analysis (1970–2020)
Published 2025-05-01“…By harnessing numerous online home interior images, this study underscores the potential of integrating large-scale imagery data with computer vision technology to yield profound insights into architectural and domestic studies.…”
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Hyperspectral identification of travertine state in Huanglong by the PSO-BPNN method
Published 2024-01-01“…Finally, the proposed method was applied to the real-world hyperspectral image data collected by the Micro-Hyperspectral imaging instrument to classify the travertine formations in different states and bare ground. …”
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The Impact of Radiation Dose on CT‐Based Body Composition Analysis: A Large‐Animal Study
Published 2025-02-01“…ABSTRACT Background CT‐based body composition analysis (BCA) enables the extraction of biomarkers from routine CT data. …”
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Enhancing Urban Land Utilization Through SegFormer: A Vacant Land Analysis in Chengdu
Published 2025-01-01Get full text
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