MSANet: LiDAR-Camera Online Calibration with Multi-Scale Fusion and Attention Mechanisms by Fengguang Xiong, Zhiqiang Zhang, Yu Kong, Chaofan Shen, Mingyue Hu, Liqun Kuang, Xie Han

“…Current calibration methods often depend on specific targets or manual intervention, which are time-consuming and have limited generalization capabilities. …”
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Machine learning based adaptive traffic prediction and control using edge impulse platform by Manoj Tolani, G. E. Saathwik, Ayush Roy, L. A. Ameeth, Dhanush Bharadwaj Rao, Ambar Bajpai, Arun Balodi

“…Moreover, by automating the traffic scheduling process, the proposed methodology can help to reduce human error and improve the safety of road users. The proposed methodology has the potential to transform existing traffic control systems, making them more intelligent, efficient, and autonomous. …”
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Current controversies: Null hypothesis significance testing by Philip M. Sedgwick, Anne Hammer, Ulrik Schiøler Kesmodel, Lars Henning Pedersen

“…Furthermore, the limitations of NHST—sensitivity to sample size, plus type I and II errors—are frequently ignored. Therefore, decision‐making based on NHST has the potential for recurrent false claims about the effectiveness of interventions or importance of exposure to risk factors, or dismissal of important ones. …”
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Optic nerve sonographic parameters in idiopathic intracranial hypertension, case-control study by Islam El Malky, Wael Elshazly Aita, Alaa Elkordy, Marwa Nasreldeen, Mahmoud Abdelhafiz, Amr M. Tael, Hazem Mo. Abdelkhalek

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Analysis of the impact of mobile robots on the efficiency of warehousing and transport processes in modern textile manufacturing by Karabegović Isak

“…Studies indicate that the deployment of AMR technology can improve warehouse efficiency by up to 40% and reduce operational costs by as much as 25%, while also decreasing human error and enhancing workplace safety. Global trends suggest that mobile robots will become standard components of smart textile factories, particularly in advanced economies heavily investing in digital transformation and automation. …”
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Validation of a Model Predicting That Physical Activities Improve Health-Related Quality of Life in Older Japanese Adults with Pain, Dysesthesia, and Kinesiophobia after Lumbar Sur... by Daisuke Higuchi, Yuta Watanabe, Yu Kondo, Takahiro Miki

“…The fit of the model improved based on the modification index and was acceptable comparative fit index, 0.948; Tucker–Lewis index, 0.919; root mean square error of approximation, 0.048 (90% confidence interval, 0.026–0.069), and standardized root mean square residual (0.046). …”
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Efficacy of multifocal rigid gas permeable contact lenses to control myopia progression by Lina Zhang, Yanming Kang, Xiaobo Yu, Yali Hao, Qi Zhang, Weiwei Hao, Yuru Wang, Ding Jia

“…It is imperative to establish a more comprehensive and inclusive myopia control that can address the lack of myopia defences due to age, refractive error and astigmatism range. In this study, we evaluated the efficacy of multifocal rigid gas-permeable contact lenses (MF-RGPCL) as a myopia control intervention.The efficacy of MF-RGPCL were assessed by the changes in axial length (AL) and best-corrected visual acuity (BCVA), and the safety was evaluated by monitoring the changes in corneal endothelial cells. …”
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Personalized Instructional Strategy Adaptation Using TOPSIS: A Multi-Criteria Decision-Making Approach for Adaptive Learning Systems by Christos Troussas, Akrivi Krouska, Phivos Mylonas, Cleo Sgouropoulou

“…The system uses multi-dimensional learner performance data, such as error rate, time-on-task, mastery level, and motivation, to dynamically analyze and recommend the best pedagogical intervention from a pool of strategies, which includes hints, code examples, reflection prompts, and targeted scaffolding. …”
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The Effectiveness of Buckroyd’s Group-Based Therapeutic Approach on Increasing Efficiency Life Style and Improving Body Self-Image by Fariba Hosseini, Yousef Gorgi, Afsaneh Javadzadeh

“…The statistical population of the study included all people with obesity referring to clinics in the city of Isfahan from whom 30 women with obesity were selected through purposive sampling from Sepahan Health clinic in 2014 and then they were put into two groups of fifteen (experimental and control). A therapeutic intervention based on Buckroyd Method was administered on the experimental group during 16 two-hour sessions twice a week. …”
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Impact of worklist selection on point-of-care ultrasound workflow – a quality improvement project by Jonathan Rowland, Jessa Baker, Natassia Dunn, Matthew Whited, Soheil Saadat, J. Christian Fox

“…Additionally, there was no cost to the intervention and the total data entry errors were significantly reduced, allowing for improved quality review and increased revenue.…”
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Using fuzzy decision support to create a positive mental health environment for preschoolers by Xinyue Li

“…The FDS process identifies the relationship between a child’s behaviour and attention level with maximum accuracy (97.98%), specificity (96.79%), sensitivity (97.08%), and minimum error (0.28). Behavioural prediction helps improve preschoolers’ mental health and activities effectively. …”
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A fuzzy comprehensive evaluation method for assessing the damage degree of cultural relics based on an improved AHP-EWM coupled weight model and a modified ridge function by Anqi Guo, Peiling He, Qing Min, Shuqiang Xu

“…Owing to the varying degrees of damage inflicted upon cultural relics, discrepancies exist in intervention strategies and conservation materials employed. …”
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Predicting Priority Factors for Rural E-Commerce Development Using Tri-Stage Integrated Attention Residual Transformer by He Li, Naiyu Shi

“…The model provides a scalable framework to guide rural intervention and infrastructure development.…”
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Enhancement using CIRCLE software post cornea lenticule extraction for advanced refractive correction by Gitansha S Sachdev, Tasneem Neemuchwala, Shreyas Ramamurthy

“…Methods: A prospective interventional study included eyes undergoing enhancement for under-correction or regression following CLEAR; at least three months after the primary procedure. …”
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Dynamic Modeling and Simulation Analysis of an Arm Rehabilitation Robot With Mobile Platform by Tao Gong, Yuanyuan Lin, Yufeng Wang, Wenbin Wang, Wei Chen, Jiancheng (Charles) Ji

“…The path tracking simulation results showed that the peak error was 1.2 mm for the “∞” curve and 0.9 mm for the “O” curve. …”
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Failure Management Overview in Optical Networks by Sergio Cruzes

“…Effective management requires the detection of soft failures, accurate bit error rate (BER) predictions, and dynamic network operations to maintain minimal margins. …”
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Critical Analysis of Customs Digitalization-Customs Broker Perspective by John Pius, Sekar Murugan

“…However, CHAs remain indispensable due to their expertise in error-free digital document filing, coordinating during physical examinations, and providing export-import clearance guidance in compliance with customs regulations. …”
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The impact of deferred cytoreductive nephrectomy on survival in advanced renal cell carcinoma: A systematic review and meta-analysis by Mohammad Taufiq Alamsyah, Fauriski Febrian Prapiska, Syah Mirsya Warli

“…The fixed-effect and random-effects models were used to obtain pooled estimates using the hazard ratio and standard error, presented using the forest plot with 95% confidence interval. …”
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An OGFA+CNN Approach for Multi-Level Disease Identification in Fundus Images by Preethi Kulkarni, K. Srinivasa Reddy

“…Timely and accurate diagnosis through fundus image analysis enables prompt intervention, personalized treatment, and better patient outcomes. …”
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HaptiKart: An engaging videogame reveals elevated proprioceptive bias in individuals with autism spectrum disorder. by Daniel E Lidstone, Mohit Singhala, Liam J Wang, Jeremy D Brown, Stewart H Mostofsky

“…In separate trials, proprioceptive and visual feedback were selectively delayed, and differences in driving error between the conditions were used to calculate perceptual bias scores. …”
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