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Machine learning prediction of anxiety symptoms in social anxiety disorder: utilizing multimodal data from virtual reality sessions
Published 2025-01-01“…This study aimed to develop ML algorithms to predict the upper tertile group of various anxiety symptoms based on multimodal data from virtual reality (VR) therapy sessions for social anxiety disorder (SAD) patients and to evaluate their predictive performance across each data type.MethodsThis study included 32 SAD-diagnosed individuals, and finalized a dataset of 132 samples from 25 participants. …”
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Numerical and analytical simulation of ballistic projectile penetration due to high velocity impact on ceramic target
Published 2020-09-01“…The result of the numerical simulation comparison shows relatively good agreement between them.…”
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101125
Patterns Exploration on Patterns of Empirical Herbal Formula of Chinese Medicine by Association Rules
Published 2015-01-01“…Doctors will add extra ingredients or cancel some of them by CM syndrome diagnosis. The last stage of the study is to divide the observed cases into the effective group and ineffective group based on the assessed clinical effect by doctors. …”
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101126
Configuring parents as citizens and consumers: local variations in informational material about school allocation and choice in Sweden
Published 2025-02-01“…The aim of the paper is to 1) identify different ways in which Swedish municipalities configure parents in local school choice settings and 2) relate these configurations of parents to different ideas about the purpose of education. We draw on theoretical insights from Science and Technology Studies (STS) on how technical systems shape their own (future) users as well as the theoretical conceptualisation of education as a private and public good. …”
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101127
Static and dynamic experimental study of strengthened inforced short concrete corbel by using carbon fabrics, crack path in shear zone
Published 2015-09-01“…However maintenance of civil engineering works is to protect them by ensuring better sealing or limiting corrosion. …”
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From fragmented to integrated healthcare managing hypertension post-stroke: a qualitative study
Published 2025-01-01“…Data were analyzed thematically to identify barriers and facilitators in hypertension management post-stroke.ResultsKey findings identified four major themes: the need for improved cooperation among multidisciplinary teams, knowledge gaps in stroke survivors regarding hypertension's role in stroke risk, the complexities of polypharmacy, and the potential benefits of ABPM for individualized care. …”
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Study on the influence of the parameters of the roller swaging process on the no-load starting torque of self-lubricating spherical plain bearings
Published 2025-01-01“…This research provides a theoretical reference for the reasonable control of the no-load starting torque of the bearing during the roller swaging process, which has important engineering and technical value.…”
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101132
Characterization of dusts from secondary copper production
Published 2020-01-01“…The dusts are produced in the following thermal operations: reduction of the melt in the shaft furnace (shaft furnace dust), converting (converter dust), and pyrometallurgical refining (refining dust). …”
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Exploration and Verification of Prognostic Value of Endothelial Cells in Glioblastoma
Published 2025-01-01“…ResultsA total of 2 115 prognostic genes of glioblastoma (GBM) were screened. Among them, 1 494 was upregulated and 621 was downregulated. …”
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101134
Refinement of a Previous Hypothesis of the Lyapunov Analysis of Isotropic Turbulence
Published 2013-01-01“…There, the analytical expression of the structure function of the longitudinal velocity difference Δur is derived through a statistical analysis of the Fourier transformed Navier-Stokes equations and by means of considerations regarding the scales of the velocity fluctuations, which arise from the Kolmogorov theory. Due to these latter considerations, this Lyapunov analysis seems to need some of the results of the Kolmogorov theory. …”
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High-NOON States with High Flux of Photons Using Coherent Beam Stimulated Noncollinear Parametric Down Conversion
Published 2019-01-01“…However, this requires optimizing the amplitude ratio of classical to quantum light, thereby limiting the overall count rate for the interferometric super-resolution signal. …”
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Exploring multifaceted impacts of El Niño driven drought on child-headed rural learners' well-being in drought-prone Chivi, Zimbabwe
Published 2024-10-01“…The data were analysed using thematic analysis. The study found that El Niño-driven droughts exacerbate the vulnerabilities of child-headed households, leading to food insecurity, water scarcity, increased household responsibilities, and mental health challenges. …”
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Challenging the ideal strength limit in single-crystalline gold nanoflakes through phase engineering
Published 2025-01-01“…For example, gold with the conventional face-centered cubic (FCC) phase is highly ductile while the yield strength (~102 MPa) is significantly lower than its ideal theoretical limit. Here, through phase engineering, we show that defect-free single-crystalline gold nanoflakes with the hexagonal close-packed (HCP) phase can exhibit a strength of 6.0 GPa, which is beyond the ideal theoretical limit of the conventional FCC counterpart. …”
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Structure of Hybrid Interpolymeric Complexes of Polyvinyl Alcohol and Halides of Second Group Elements
Published 2017-01-01“…PVA can form hybrid interpolymeric complexes with some of them. These complexes show double spiral structure of two types.…”
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Construction of Prompt Verbalizer Based on Dynamic Search Tree for Text Classification
Published 2025-01-01“…The core idea is to utilize the hierarchical relationships within the tree to automatically unearth concealed high-quality words, thereby ensuring that the constructed verbalizer possesses both higher breadth and depth. …”
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