The use of artificial intelligence in psychotherapy: development of intelligent therapeutic systems by Liana Spytska

“…Although traditional therapy remains more effective in reducing anxiety, a hybrid model combining AI support with human interaction could optimize mental health care, especially in underserved areas or during emergencies. …”
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A Deep Reinforcement Learning Approach for Portfolio Management in Non-Short-Selling Market by Ruidan Su, Chun Chi, Shikui Tu, Lei Xu

“…Both spatial and temporal interrelation work for better feature extraction from historical data and also make the model more interpretable. Finally, a deep deterministic policy gradient actor–critic RL is applied to explore optimal policy in portfolio management. …”
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An effect of the recipe composition on minced meat properties by E. V. Tsaregorodtseva

“…The model recipes included meat from different animal and poultry species, by-products and dairy products. …”
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Study on the length of speed change lanes at the entrance and exit of two-way ten-lane expressways by Ling Chen, Dan Xiong, Quan Yu, Huihui Guo

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Fault Diagnosis of Rolling Bearing Based on a Novel Adaptive High-Order Local Projection Denoising Method by Rui Yuan, Yong Lv, Gangbing Song

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Using machine learning algorithms to predict colorectal polyps by Xingjian Xiao, Shiyou Liu, Kubra Maqsood, Xiaohan Yi, Guoqun Xie, Hailei Zhao, Bo Sun, Jianying Mao, Xianglong Xu

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Using machine learning algorithms to predict colorectal cancer by Xingjian Xiao, Bo Hong, Kubra Maqsood, Xiaohan Yi, Guoqun Xie, Hailei Zhao, Bo Sun, Jianying Mao, Shiyou Liu, Xianglong Xu

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Integrated Train Rescheduling and Rerouting during Multidisturbances under a Quasi-Moving Block System by Peijuan Xu, Dawei Zhang, Jingwei Guo, Dan Liu, Hui Peng

“…This paper is keen on a mathematical model to reschedule high-speed trains controlled by the quasi-moving blocking signalling system impacted by multidisturbances (i.e., primary delay, speed limitation, and siding line blockage). …”
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Study on the diffusion mechanism of gangue slurry within the rough connected voids in the caving zone by Jiaqi Wang, Wenbing Fan, Rui Gao, Qiang Zhang, Peng Huang

“…Abstract Grouting and filling in the caving zone is one of the optimal methods for disposing of gangue. Unraveling the diffusion pattern of gangue slurry is pivotal for precise grouting control and enhancing gangue disposal capacity. …”
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Numerical analysis of ski suits surface roughness effects on aerodynamics during the in-run phase of ski jumping by Hong Lin, Hong Wang, Qianyun Zhang, Yong Ma, Weitao Zheng

“…These findings highlight the importance of balancing drag minimization and stability control in suit design. The study provides theoretical basis for material selection and performance-driven customization of ski-jumping suits, with implications for the development of optimized apparel for elite athletes.…”
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Understanding Substrate Effects on 2D MoS2 Growth: A Kinetic Monte Carlo Approach by Samuel Aldana, Lulin Wang, Ion Alin Spiridon, Hongzhou Zhang

“…Although chemical vapor deposition can achieve wafer‐scale growth of 2D TMDs, a comprehensive theoretical framework for effective growth optimization is lacking. Atomistic modeling methods offer a promising approach to delve into the intricate dynamics underlying the growth. …”
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Research on solder layer void evolution mechanism for IGBT module of electric locomotive in service by LI Hanrui, LAI Wei, LI Hui, YAO Ran, YU Kai, AN Junpeng

“…Finally, the relationship among void distribution, size and evolution rate was generated according to the energy-based fatigue lifetime model, which provided a basis for guiding optimal design and active maintenance of the devices.…”
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RADIOCHROMIC FILM CALIBRATION FOR DOSIMETRY IN CHEST CT SCANS by Mauricio Gomez, Arnaldo Prata Mourão

“…Phantoms can be used as quality control objects in computed tomography (CT) imaging and dosimetry in specific regions of interest. …”
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Self-Supervised Autoencoders for Visual Anomaly Detection by Alexander Bauer, Shinichi Nakajima, Klaus-Robert Müller

“…Approaches based on autoencoders have aimed to control their capacity either by reducing the size of the bottleneck layer or by imposing sparsity constraints on their activations. …”
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Solar Power Generation Forecasting in Smart Cities and Explanation Based on Explainable AI by Ovanes Petrosian, Yuyi Zhang

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Effects of LPBF printing parameters on the columnar-to-equiaxed grain transition in FeCoCrNiMn alloys by Zhipeng Zhou, Ketai He, Qi Liu, Guoxuan Ming, Yangwei Du, Yongyong Gan, Chaofang Dong, Bailin Fan

“…Experimental characterization was conducted to provide specific solidification model parameters, thereby validating the accuracy and reasonability of the simulation model. …”
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MD-Unet for tobacco leaf disease spot segmentation based on multi-scale residual dilated convolutions by Zili Chen, Yilong Peng, Jiadong Jiao, Aiguo Wang, Laigang Wang, Wei Lin, Yan Guo

“…Compared to Unet, PSP, DeepLab v3+, FCN, SegNet, UNET++, and DoubleU-Net, MD-Unet significantly improved accuracy while effectively managing model complexity, achieving optimal overall performance. …”
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Lubrication Characteristics of a Warhead-Type Irregular Symmetric Texture on the Stator Rubber Surfaces of Screw Pumps by Xinfu Liu, Yi Sun, Chunhua Liu, Xiangzhi Shi, Xinglong Niu, Gang Zheng, Wei Wei, Songbo Wei, Shouzhi Huang

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Sex-specific differences in the association of magnesium intake with femoral neck bone mineral density among older adults by Bo Wang, Xin Tan, Xiaocong Yao, Zhongxin Zhu

“…We employed weighted multivariate linear regression, subgroup analyses, and non-linear modeling techniques. Results: The fully adjusted model (controlling for demographic, clinical, lifestyle, nutritional, and biochemical factors) revealed a significant positive association between magnesium intake and femoral neck BMD (β = 0.0020 g/cm2 per 50 mg/d increase in magnesium intake, 95% CI: 0.0001, 0.0039, P = 0.042). …”
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Comparative analysis of goat and bovine milk proteins in the improvement of sarcopenia based on host-microbial interactions by Ruoyu Wang, Yuxin Ma, Meng Sun, Lutong Li, Zhaofeng Zhang

“…However, different sources and types of protein have different health impacts.ObjectivesThe aim of this study is to explore the differences in the ameliorative effects and mechanisms of different sources and types of proteins on sarcopenia, providing an optimal path for the prevention and treatment of sarcopenia.MethodsA sarcopenia model was established by intraperitoneal injection of dexamethasone (5 mg/kg). …”
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