Longitudinal trajectories of symptom change during antidepressant treatment among managed care patients with depression and anxiety by Judith Cukor, Zhenxing Xu, Veer Vekaria, Fei Wang, Mark Olfson, Samprit Banerjee, Gregory Simon, George Alexopoulos, Jyotishman Pathak

“…This study aimed to identify longitudinal patterns during antidepressant treatment in patients with depression and anxiety, and evaluate related factors associated with these patterns. …”
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Numerical investigation of strut-dual cavity flame holders for enhanced combustion performance in scramjet engines by Choubey Gautam, Brar Gurkreetkaur, Kaushik Mrinal

“…This study employs two-dimensional Reynolds-averaged Navier-Stokes (RANS) simulations to evaluate a novel strut-dual cavity flame holder in scramjet combustors. …”
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Temporal asymmetry of neural pattern similarity predicts recognition memory decisions by Zhifang Ye, Yufei Zhao, Emily J. Allen, Thomas Naselaris, Kendrick Kay, J. Benjamin Hutchinson, Brice A. Kuhl

“…These findings elucidate how the brain evaluates past experience in service of making recognition memory decisions.…”
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GPU-Based Parallel Particle Swarm Optimization Methods for Graph Drawing by Jianhua Qu, Xiyu Liu, Minghe Sun, Feng Qi

“…Particle Swarm Optimization (PSO) is a population-based stochastic search technique for solving optimization problems, which has been proven to be effective in a wide range of applications. However, the computational efficiency on large-scale problems is still unsatisfactory. …”
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A novel strain-based bone-fracture healing algorithm is able to predict a range of healing outcomes by George T. Morgan, Lucas Low, Arul Ramasamy, Arul Ramasamy, Arul Ramasamy, Spyros D. Masouros

“…Traditional methods of optimising fracture treatments, such as in vitro benchtop testing and in vivo randomised controlled trials, face limitations, particularly in evaluating the entire healing process. This study introduces a novel, strain-based fracture-healing algorithm designed to predict a wide range of healing outcomes, including both successful unions and non-unions. …”
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Multiscale Simulation of 2D Heat Transfer in Composite Media Based on Global–Local Enrichment Functions by Guangzhong Liu, Jiamin Guo, Yan Bao, Huan Ping

“…The simulation results indicated that the proposed method has excellent accuracy and considerably lower computational cost.…”
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Learning the non-proportional multiaxial elastic–plastic response of an aluminium alloy with neural networks by Burcu Tasdemir, Antonio Pellegrino, Xinyu Su, Vito L. Tagarielli

“…The accuracy of the model is evaluated by predicting the material’s response to random loading histories not included in the training dataset.…”
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Abnormal Exercise Gas Exchange Before Pulmonary Emboli Diagnosis by Timothy Edwards, MS, Elisabet Børsheim, PhD, Andrew R. Tomlinson, MD

“…He had no previous medical problems and was not taking any medications. Initial evaluations included cardiopulmonary exercise testing (CPET), which yielded results that were reported as normal. …”
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Optimization of polymer stake geometry by fea to enhance the retention force of automotive door panels by R. Martínez-Hinojosa, J.E. Garcia-Herrera, I.E. Garduño, H. Arcos-Gutiérrez, M.G. Navarro-Rojero, V.H. Mercado-Lemus, J.A. Betancourt Cantera

“…Using a Design of Experiments approach based on the Taguchi L8 method, four key parameters were evaluated: height, length, number of reinforcements, and component clearance. …”
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A Low-Cost Environment-Interactive Patrol Inspection System With Navigation Based on Sensor-Fusion and Robotic Arm Contact Pose Feedback by Zhesheng Zhang, Long Chen

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ACIVY: An Enhanced IVY Optimization Algorithm with Adaptive Cross Strategies for Complex Engineering Design and UAV Navigation by Heming Jia, Mahmoud Abdel-salam, Gang Hu

“…The algorithm’s exceptional convergence precision, solution reliability, and computational efficiency establish it as a powerful tool for challenging optimization problems requiring both accuracy and consistency.…”
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Design of a Prediction Model to Predict Students’ Performance Using Educational Data Mining and Machine Learning by Jayasree R, Sheela Selvakumari

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Cross-Space Conduction Assessment Method of Network Attack Risk under the Strong Coupling Characteristics of Electric Power Cyber Physics by Shenjian Qiu, Jiaxuan Fei, Jian Wang

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ASLDetect: Arabic sign language detection using ResNet and U-Net like component by Naif Alasmari, Sultan Asiri

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Pre-Trained Language Model Ensemble for Arabic Fake News Detection by Lama Al-Zahrani, Maha Al-Yahya

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Combining cross-sectional and longitudinal genomic approaches to identify determinants of cognitive and physical decline by Tabea Schoeler, Jean-Baptiste Pingault, Zoltán Kutalik

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AUNET (Attention-Based Unified Network): Leveraging Attention-Based N-BEATS for Enhanced Univariate Time Series Forecasting by Adria Binte Habib, Md Golam Rabiul Alam, Md Zia Uddin

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Monocular Object-Level SLAM Enhanced by Joint Semantic Segmentation and Depth Estimation by Ruicheng Gao, Yue Qi

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Norm-Based Outlier Filtering and Consensus Aggregation for Robust Federated Learning by Hasung Yeo, Joon-Woo Lee

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Salient object detection dataset with adversarial attacks for genetic programming and neural networksMendeley Data by Matthieu Olague, Gustavo Olague, Roberto Pineda, Gerardo Ibarra-Vazquez

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