Overview of the enhanced YOLOv8 network
YOLOv8, an open source release by Ultralytics in 2023, represents a major update after YOLOv5. As one of the most advanced object detection algorithms available, YOLOv8 features a lightweight design, high…
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Oral fundus fluorescein angiogram detects reactivation post anti-VEGF in aggressive retinopathy of prematurity
Domellöf M, Jonsson B. The Swedish approach to management of extreme prematurity at the borderline of viability: a historical and ethical perspective. Pediatrics. 2018;142:S533–8.
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Prevention and treatment of social anxiety disorder in adolescents: mixed method randomised controlled trial of the guided online intervention SOPHIE
Solmi, M. et al. Age at onset of mental disorders worldwide: large-scale meta-analysis of 192 epidemiological studies. Molecular Psychiatry 2021 27:1 27, 281–295 (2021).
Jefferies, P. & Ungar, M. Social anxiety in young people: A prevalence…
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Learning to adapt through bio-inspired gait strategies for versatile quadruped locomotion
Control framework overview
At the core of this work, the Unitree A1 quadruped robot used in all experiments features 12 degrees of freedom, n, which are all modelled as revolute joints, with their angular positions denoted as \({\bf{q}}\in…
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Neural dynamics of spontaneous memory recall and future thinking in the continuous flow of thoughts
The current study adheres to ethical regulations governing research involving human participants. All experimental procedures were in accordance with protocols approved by the Institutional Review Boards (IRB) of Johns Hopkins Medicine and…
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A meta fusion model combining geographic data and twitter sentiment analysis for predicting accident severity
The methodology section outlines the approach and techniques employed to develop a robust traffic accident prediction system by integrating both traditional accident data and real-time social media insights.
Data description
The traffic accident…
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Incidence and prevalence of light chain amyloidosis in the United States in 2019–2021 using Optum EHR data
Using a nationally representative large EHR database from the US, we identified 1976 patients with AL amyloidosis. In 2021, the estimated incidence of AL amyloidosis was 16.7 cases per million person-years in adults, and the prevalence was 69.0…
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Temporal evidence fusion evaluation method considering time sequence variation trend
The temporal variation factor of proposition
In the process of temporal evidence fusion, the influence of evidence sequence on the fusion result is considered. In essence, the methods to assign different weights of evidence through correlation,…
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Experimental, theoretical and digital image correlation methods to assess bending performance of RC beams with recycled glass powder replacing cement
In this section of the study, the flexural behavior of RC Beams is examined in detail. For this aim, bending RC Beams are designed with different longitudinal reinforcement and WGP amounts. Comparisons are then presented.
Effect of the amount of…
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Mobile malware detection method using improved GhostNetV2 with image enhancement technique
Fig. 11 Comparison of the detection accuracy of 20 models on RGB images using the LHE method.
Fig. 12 
Confusion matrices obtained from the RGB images with LHE using 20 models.
Data preparation
The experimental dataset we use contains 11552 malware…
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