Enhancing referrals to Child and Adolescent Mental Health Services: the EN-CAMHS mixed-methods study by Kathryn M Abel, Pauline Whelan, Lesley-Anne Carter, Heidi Tranter, Charlotte Stockton-Powdrell, Kerry Gutridge, Lamiece Hassan, Rachel Elvins, Julian Edbrooke-Childs

“…We gathered individual pseudonymised patient data from nine Child and Adolescent Mental Health Services, and referral data from four National Health Service Trusts to look at what data are available and how complete it is. …”
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DECISION MAKING ANALYSIS OF MAINTENANCE STRATEGY TO RESPOND CHF 6 AND CHF 7 OPERATIONS by Gito Wijaya, Pri Hermawan

“…Value-Focused Thinking (VFT) method was used to identifying and describing values and objectives that are used as the foundation to generating alternatives and attributes for decision making process. Decision making to select the best alternative was conducted using Simple Multi Attribute Rating Technique (SMART) which will evaluate and compare alternatives with multiple attributes involved while each attribute represents a different aspect or criteria that matters in the decision. …”
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A Comparative Study of Loan Approval Prediction Using Machine Learning Methods by Vahid Sinap

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Informational Reinforcement of Students’ Course Design Aimed at Promoting Engineers Training Quality in Technical Education by B. N. Guzanov, S. N. Dultsev

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CFAR-DP-FW: A CFAR-Guided Dual-Polarization Fusion Framework for Large-Scene SAR Ship Detection by Tianjiao Zeng, Tianwen Zhang, Zikang Shao, Xiaowo Xu, Wensi Zhang, Jun Shi, Shunjun Wei, Xiaoling Zhang

“…To address these issues, we present a novel deep learning framework that integrates constant false alarm rate (CFAR) processing with dual-polarization data, termed the CFAR-guided dual-polarization fusion framework (CFAR-DP-FW). …”
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A repeating earthquake catalog for Northern Chile by Jonas Folesky, Jörn Kummerow, Laurens Jan Hofman

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Deciphering the cooling history of the garzon massif: a body that records variable exhumation patterns? by Leidy Carolina Sandoval-Espinel, Mauricio Alberto Bermúdez, John Jairo Sandoval Espinel

“…Using new apatite fission track thermochronology in combination with published data, we aimed to reconstruct the cooling history of the Massif. …”
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ENHANCING OPERATIONAL EFFICIENCY IN COAL ENTERPRISES THROUGH CAPACITY LAYOUT OPTIMISATION: A COST-EFFECTIVENESS ANALYSIS by D. A. Pervukhin, Lisha Tang

“…It analyses the critical parameters of processing time, throughput rates, resource utilization, queue lengths, and idle times to determine operational efficiency and employee satisfaction. …”
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An Approach to Trustworthy Article Ranking by NLP and Multi-Layered Analysis and Optimization by Chenhao Li, Jiyin Zhang, Weilin Chen, Xiaogang Ma

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A Second-Classroom Personalized Learning Path Recommendation System Based on Large Language Model Technology by Qiankun Yang, Changyong Liang

“…To address the limitations of existing learning path recommendation methods—such as poor adaptability, weak personalization, and difficulties in processing long sequences of student behavior and interest data—this paper proposes a personalized learning path recommendation system for the second classroom based on large language model (LLM) technology, with a focus on integrating the pre-trained model GPT-4. …”
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A hybrid fog-edge computing architecture for real-time health monitoring in IoMT systems with optimized latency and threat resilience by Umar Islam, Mohammed Naif Alatawi, Ali Alqazzaz, Sulaiman Alamro, Babar Shah, Fernando Moreira

“…Simultaneously, edge computing nodes handle data preprocessing and transmit only valuable information—defined as abnormal or high-risk health signals such as irregular heart rate or oxygen levels—using rule-based filtering, statistical thresholds, and lightweight machine learning models like Decision Trees and One-Class SVMs. …”
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Implementation of Gender Budgeting in Belarus: Current State and Prospects by A. U. Belavusau

“…Comprehensive implementation of a gender approach in the budget process is to be an effective tool for solving such problems. …”
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A cryptographic framework for secure medical imaging in smart healthcare environments by Kusum Lata, Chitraksh Gupta, Linga Reddy Cenkeramaddi

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Automatic detection and classification of drill bit damage using deep learning and computer vision algorithms by Xiongwen Yang, Xiao Feng, Chris Cheng, Jiaqing Yu, Qing Zhang, Zilong Gao, Yang Liu, Bo Chen

“…This study aims to eliminate the subjectivity and inconsistency inherent in the traditional International Association of Drilling Contractors (IADC) bit wear rating process, which heavily depends on the experience of drilling engineers and often leads to unreliable results. …”
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Artificial intelligence in breast cancer survival prediction: a comprehensive systematic review and meta-analysis by Zohreh Javanmard, Saba Zarean Shahraki, Kosar Safari, Abbas Omidi, Sadaf Raoufi, Mahsa Rajabi, Mohammad Esmaeil Akbari, Mehrad Aria

“…Common ML methodologies included pre-processing, feature extraction, dimensionality reduction, and classification. …”
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Design of EtherCAT Slave Station Communication System Based on ZYNQ Processor by LI Yi, WANG Chengjie, SHI Shiyou, FU Jianguo

“…This paper presents an EtherCAT slave station communication system scheme, which uses ZYNQ7000 as slave processor to realize the function of application layer, uses LAN9252 controller for data interaction between data link layer and physical layer to realize high real-time data communication, uses VxWorks real-time operating system constructed by ZYNQ7000 processor to process periodic slave data. …”
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PREDICTION OF PROSPECTIVE NEW STUDENTS USING DECISION TREE, RANDOM FOREST, AND NAIVE BAYES by Yulrio Brianorman, Sucipto Sucipto

“…This research's data originated from the 2020 new student admissions at a prominent private university in Pontianak city. …”
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Simulation of orographic precipitation’s component on the Mount Elbrus example by P. A. Toropov, A. A. Shestakova, J. I. Yarynich, S. S. Kutuzov

“…A model of the orthographic component of precipitation based on the calculation of the condensation rate of water vapor in the air stream uplifting onto the mountain slope is proposed. …”
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Learned Regularizations for Multi‐Parameter Elastic Full Waveform Inversion Using Diffusion Models by Mohammad H. Taufik, Fu Wang, Tariq Alkhalifah

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A bibliometric analysis of industry 5.0 and healthcare supply chain research: Emerging opportunities and future challenges by Rajesh Matha, Subhodeep Mukherjee, Rashmi Ranjan Panigrahi, Avinash K Shrivastava

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