Prediction of additional hospital days in patients undergoing cervical spine surgery with machine learning methods by Bin Zhang, Shengsheng Huang, Chenxing Zhou, Jichong Zhu, Tianyou Chen, Sitan Feng, Chengqian Huang, Zequn Wang, Shaofeng Wu, Chong Liu, Xinli Zhan

“…Accurate AHD predictions enable efficient resource allocation, improved patient care, and potential cost reduction in healthcare.Methods The study selected CS patients undergoing cervical spine surgery and investigated their medical data. …”
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Effect of different administration methods of esketamine on postoperative depression in patients undergoing heart valve replacement by LI Zongxiao, MA Xin, MA Wenru, NIU Zejun

“…Objective To investigate the impact of single or continuous administration of subanesthetic doses of eske-tamine during anesthesia on postoperative depression in patients undergoing heart valve replacement. Methods A total of 256 patients who underwent heart valve replacement in our hospital from August 2023 to August 2024 were enrolled, and according to the use of esketamine during surgery, the patients were divided into control group (group C), single-dose group (group S-S), and continuous-dose group (group C-S). …”
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Clinical and cost-effectiveness of paramedics working in general practice: a mixed-methods realist evaluation by Matthew Booker, Sarah Voss, Nicky Harris, William Hollingworth, Nouf Jeynes, Hazel Taylor, Kirsty Garfield, Helen Baxter, Jonathan Benger, Andy Gibson, Trudy Goodenough, Justin Jagosh, Kim Kirby, Cathy Liddiard, Alyesha Proctor, Sarah Purdy, Behnaz Schofield, Hannah Stott, Grace Scrimgeour, Nicola Walsh

“…We used ‘realist evaluation’ methods to look at different models of paramedics in general practice (we call this ‘paramedic working in general practice’). …”
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Comparison of primiparous womenʼs childbirth experience in labor induction with cervical ripening by balloon catheter or oral misoprostol – a prospective study using a validated ch... by Katariina Place, Heidi Kruit, Leena Rahkonen

“…We also wanted to compare assessment of a negative childbirth experience by visual analogue scale (VAS) and CEQ. Material and methods This is a prospective study of 362 primiparous women undergoing cervical ripening and labor induction by balloon catheter (67.4%) or oral misoprostol (32.6%) at Helsinki University Hospital, Finland, between January 1, 2019 and January 31, 2020. …”
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Streamlining cVEP Paradigms: Effects of a Minimized Electrode Montage on Brain–Computer Interface Performance by Milán András Fodor, Atilla Cantürk, Gernot Heisenberg, Ivan Volosyak

“…While increasing the number of EEG electrodes across the visual cortex enhances classification accuracy, it simultaneously reduces user comfort and increases setup complexity, duration, and hardware costs. (2) Methods: This online BCI study, involving thirty-eight able-bodied participants, investigated how reducing the electrode count from 16 to 6 affected performance. …”
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A Study to Assess the Efficacy of Audio-Visual Psychoeducation on Level of Knowledge and Attitude Regarding Harmful Effects of Alcohol among Alcohol use Disorder Patients Admitted... by Seema Madhavan Nair, Punita A Sharma, Radhika Das

“…A simple random sampling technique was used with random allocation of subjects into experimental group and control group by lottery method. A structured tool to assess knowledge was developed, validated by experts and reliability was tested. …”
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Research on Parameter Compensation Method and Control Strategy of Mobile Robot Dynamics Model Based on Digital Twin by Renjun Li, Xiaoyu Shang, Yang Wang, Chunbai Liu, Linsen Song, Yiwen Zhang, Lidong Gu, Xinming Zhang

“…By boosting the positional accuracy of robots by 18% when navigating obstacles, the proposed precise kinematic model can increase the inspection efficiency of robots. The visualization monitoring and control system enables visual, digital, multi-method, and complete real-time inspections in high-risk factories, such as new energy battery factories, to ensure the safe and stable operations.…”
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Insight on the complete process of photoacoustic generation and propagation of cerebrovascular in brain via multi-physics coupling method by Shangkun Hou, Anzhi Lv, Jiabin Lin, Bokang You, Shuaixin Huang, Xianlin Song

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An integrated framework for multi-granular explanation of video summarization by Konstantinos Tsigos, Evlampios Apostolidis, Vasileios Mezaris

“…This framework integrates methods for producing explanations both at the fragment level (indicating which video fragments influenced the most the decisions of the summarizer) and the more fine-grained visual object level (highlighting which visual objects were the most influential for the summarizer). …”
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Image Segmentation Method for an Illumination Highlight Region of Interior Design Effects Based on the Partial Differential Equation by Lina Wang, Yaoming Liu, Zhike Qian

“…It compares the experimental results of the segmentation method in this paper with the SLIC (Simple Linear Iterative Clustering) method and the traditional superpixel method to segment the illuminated highlight area. …”
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Mobile malware detection method using improved GhostNetV2 with image enhancement technique by Yao Du, CaiXia Gao, Xi Chen, MengTian Cui, LiLi Xu, AoJi Ning

“…First, Android classes.dex files are converted into RGB images, and image enhancement is performed using the Local Histogram Equalization technique. Subsequently, the Gabor method is employed to transform three-channel images into single-channel images, ensuring consistent detection accuracy for malicious code while reducing training and inference time. …”
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Automatic identification and characteristics analysis of crack tips in rocks with prefabricated defects based on deep learning methods. by Mingtao Gao, Minhui Li, Lu Chen, Zihao Guo, Chengyang Guo, Liping Li, Changsen Bu

“…The microsecond-level expansion process of multi-directional cracks is monitored by utilizing an ultrafast camera in the rock specimens. Secondly, three equalization methods are applied to the collected crack images of the rock specimens, including HE, AHE, and CLAHE, to enhance the accuracy of identifying cracks in the rock specimens. …”
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Experimental Study on Interface Debonding Defect Detection and Localization in Underwater Grouting Jacket Connections with Surface Wave Measurements by Qian Liu, Bin Xu, Xinhai Zhu, Ronglin Chen, Hanbin Ge

“…The results showed that the mimicked debonding defect can be visualized. The feasibility of this method for interface debonding defect detection in underwater GJCs was confirmed experimentally. …”
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Analytical Methods and Determinants of Frequency and Severity of Road Accidents: A 20-Year Systematic Literature Review by Carlos M. Ferreira-Vanegas, Jorge I. Vélez, Guisselle A. García-Llinás

“…Although the negative binomial regression method was used for several years, we noticed that other regression models as well as methods based on deep learning, convolutional neural networks, transfer learning, 5G technology, Internet of Things, and intelligent transport systems have recently emerged as suitable alternatives for RTA analysis. …”
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Method for detection of cerebral blood flow in neurointensive care using longitudinal arterial spin labeling MRI. by Sofie Tapper, Anders Tisell, Jan Hillman, Karin Wårdell

“…To ensure accurate day-to-day comparisons between the repeated measurements, the selection of processing and analysis methods aimed to obtain CBF maps in absolute units of ml/min/100g. …”
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Rapid modeling and 3D matching of GB InSAR landslide emergency monitoring: Method and application by Keli ZHANG, Aimin YAO, Jianquan ZHANG, Yulei YAN, Hongnan QIN

“…The findings indicate that combining 3D laser scanning with geometric mapping matching method enhances rapid modeling and matching at landslide sites, and achieves 3D visualization of radar deformation data. …”
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Advanced semi-analytical techniques for the q-fractional Ivancevic option pricing model by Khalid K. Ali, Mohamed S. Mohamed, M. Maneea

“…Numerical simulations confirm the effectiveness and accuracy of both methods across various q-values and time steps, with 2D and 3D visualizations highlighting their rapid convergence. …”
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The (2+1)-Dimensional Chiral Nonlinear Schrödinger Equation: Extraction of Soliton Solutions and Sensitivity Analysis by Ejaz Hussain, Yasir Arafat, Sandeep Malik, Fehaid Salem Alshammari

“…Utilizing the two new vital techniques to derive the solitary wave solutions, the generalized Arnous method and the Riccati equation method, we obtained various types of waves like bright solitons, dark solitons, and periodic wave solutions. …”
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Abrasion resistant characteristics of UHPC based on high-speed underwater method: Efficiency, process, evaluation, and mechanisms by Xuan Qiu, Jihui Zhao, Zhong Li

“…The wear characteristics of UHPC under high-speed water flow conditions were investigated using a 3D visualization quantitative method. Additionally, the abrasion mechanism of UHPC was analyzed using nanoindentation testing, SEM, and MIP techniques. …”
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An Interactive Program for Shape Optimization of Sections Under Saint-Venant Torsion Using Boundary Element Method by P. Berkowski, J.M. Sieczkowski, M. Doblaré, L. Garcia

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