Parents’ Perceptions of Suicide and Requests for Increased Awareness in Prevention of Children’s Suicidal Behavior by Svetlana V. Knizhnikova

“…This serves as the primary objective of the study. Materials and Methods. A survey was conducted embracing 3,866 parents and containing 85 questions testing parents’ perceptions on suicide determinants, behavioral risk signals, understanding of response methods to avert suicidal behaviors in children, and identification of challenges and requests within suicide prevention and intervention. …”
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The Implementation and Application of a Saudi Voxel-Based Anthropomorphic Phantom in OpenMC for Radiological Imaging and Dosimetry by Ali A. A. Alghamdi

“…OpenMC’s Python (version 3.10.14) interface and open-source nature make it a promising tool for radiological research. …”
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Investigating the relationship between the Khami reservoir horizon in the Chilingar and Garangan oilfields in the Southern Dezful Embayment using surface geochemistry by Bahram Alizadeh, Arman Salehipour Bavarsad

“…This study uses the soil gas method, a direct surface geochemistry technique, to analyze reservoir connectivity and hydrocarbon-rich zones. …”
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Data Governance Navigation for Advanced Operations in Healthcare Excellence by Vahideh Zarea Gavgani, Aniseh Pourrasmi

“…Data governance in the field of health care is an organized and standardized method for managing, analyzing, and sharing medical data in an ethical and transparent manner, all of which align with legal and ethical standards. …”
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Multi-machine learning model based on radiomics features to predict prognosis of muscle-invasive bladder cancer by Bin Wang, Zijian Gong, Peide Su, Guanghao Zhen, Tao Zeng, Yinquan Ye

“…Abstract Objective This study aims to construct a survival prognosis prediction model for muscle-invasive bladder cancer based on CT imaging features. Materials and methods A total of 91 patients with muscle-invasive bladder cancer were sourced from the TCGA and TCIA dataset and were divided into a training group (64 cases) and a validation group (27 cases). …”
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The Ontology-Based Approach Supporting Holistic Energy-Tunnel Design considering Cost, Heat Flux, and System Feasibility by Kun Meng, Chunyi Cui, Cheng Zhang, Hailong Liu

“…However, the conventional methods for designing energy tunnels mostly rely on complex numerical models. …”
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On the Methodology of Forming an Innovative Rating of Russian Regions by A. K. Gerelishina

“…The article proposes, when forming innovative ratings of Russian regions, to proceed from the following basic requirement: the rating should reflect the effectiveness of efforts to accelerate economic growth by improving technologies, methods of management and human capital. It is shown that the rating of innovative regions of Russia Associations of Innovative Regions of Russia (AIRR) is a significant factor in the regression describing the rates of economic growth of regions, but its structure is not optimal. …”
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Research on Real-time Diagnosis and Protection Strategy of Line-side Over-current Fault of Train Traction System by Xueming LI, Kan LIU, Shaolong XU, Qing HUANG

“…At present, the line-side over-current faults of locomotives and EMUs traction system have the problem that the diagnosis and protection methods are single and the speci fic fault source cannot be accurately located. …”
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A nonparametric approach for detecting urban polycentric spatial structure in China using remote sensing nighttime light and point of interest data by Linlin Jiang, Yizhen Wu, Junru Wang, Huiran Han, Kaifang Shi

“…However, existing identification methods have limitations such as subjectivity, poor spatial continuity, and a narrow application scale. …”
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A systematic review of home-based records in maternal and child health for improving informational continuity, health outcomes, and perceived usefulness in low and middle-income co... by Linju Joseph, Anna Lavis, Sheila Greenfield, Dona Boban, Prinu Jose, Panniyammakal Jeemon, Semira Manaseki-Holland

“…Current HBRs from LMICs are sub-optimally documented leading to poor informational availability that defeats the point of them as a source of information for future providers.…”
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Predictive Value of Hepatitis B Core-Related Antigen for Multiple Recurrence Outcomes After Treatment Cessation in Chronic Hepatitis B: A Meta-Analysis Study by Guoyang Yu, Meiqi Cheng, Yuxin Duan, Minrong Kang, Ning Jiang, Wei Yan, Jianhua Yin

“…Meta-regression established that HBcrAg’s predictive value was unaffected by age, sex, hepatitis B e antigen status, or detection methods (<i>p</i> > 0.05). Conclusions: HBcrAg is validated as a robust non-invasive biomarker to optimize treatment cessation strategies, with high sensitivity providing strong negative predictive value in CHB populations. …”
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AI-augmented pathology: the experience of transfer learning and intra-domain data diversity in breast cancer metastasis detection by Manuel Cossio, Nina Wiedemann, Esther Sanfeliu Torres, Esther Barnadas Sole, Laura Igual

“…Our experiments demonstrated that integrating an external dataset (Camelyon16) during training significantly improved model performance, surpassing the benefits of data augmentation alone. The optimal model, trained on both external and local data, achieved an accuracy and F1-score of 0.98, outperforming existing state-of-the-art methods.ConclusionsThis study demonstrates that transfer learning architectures, when enhanced with multi-source data integration and interpretability frameworks, can significantly improve metastatic detection in whole slide imaging. …”
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Region-based U-nets for fast, accurate, and scalable deep brain segmentation: Application to Parkinson Plus Syndromes by Mengyu Li, Magnús Magnússon, Ingibjörg Kristjánsdóttir, Sigrún Helga Lund, Thilo van Eimeren, Lotta M. Ellingsen

“…By dividing the brain image into targeted regions around the brainstem, ventricular system, and striatum, our method optimizes GPU usage and significantly reduces training times, while maintaining high accuracy. …”
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Knowledge and self-care practice among patients with hypertension in tertiary public hospitals of Addis Ababa, Ethiopia: A multicenter cross-sectional study by Freweini Gebremeskel Gebresilase, Yohannes Ayalew Bekele, Ketema Bizuwork Gebremedhin, Boka Dugassa Tolera

“…This study aimed to evaluate the level of knowledge and self-care practice among hypertensive patients in Addis Ababa, Ethiopia. Methods: A facility-based cross-sectional study was conducted among 413 hypertensive patients using simple random sampling methods. …”
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Prospective Evaluation of Vacuum-Assisted therapy in patient with abdominal sepsis by L. S. Bilianskyi, Y. V. Prystaia, R. O. Tyshko, Y. M. Dubenko, Y.Y. Myroshnichenko

“…Improve treatment results of patients with abdominal sepsis, due to the diffuse acute secondary peritonitis, by choosing of the optimal method of laparostomy. Materials and methods. …”
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Water Supply Reliability in Maweizao Irrigation Area Based on GIS by FU Jian-jun, LI Yun-qi, YUAN Li, CHEN Peng, GONG Rou-yan

“…The FAO Penman-Monteith method and water balance method were then used to calculate the crop water requirements and net irrigation water requirements for rice. …”
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CORRELATION BETWEEN THE POST AND THE CLASSIFICATION OF CARDIOPULMONARY ARREST NURSING INTERVENTIONS (NIC) by Thatiane Pinheiro Costa, Cristiane Pastor dos Santos, Renata Flávia Abreu da Silva

“…Objective: Correlate the algorithm of post-PCR care of the American Heart Association (AHA) the classification system proposed by the Nursing Interventions Classification (NIC) and its consequent nursing activities, both published in 2010. Methods: Study of narrative literature review, which used as a source of data collection references above. …”
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Response characteristics of the orthogonal antennas of electromagnetic azimuthal resistivity measurement while drilling (MWD) tool for coal mining by Gang CHEN

“…This allowed for determining the optimal asymmetric arrangement of coils, as well as the optimal working parameters of frequency, source-detector separation distance, and coil pitch suitable for high-resistivity coal seams. …”
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Product Development of High-Dose Ambroxol HCl Capsules for an n-of-1 Clinical Trial Involving Dutch Patients with Gaucher Disease Type 3 by Hoang Lan Le, Natalja Bouwhuis, Carla E. M. Hollak, Abraham J. Wilhelm, Anne-Loes E. Gerards, Yuma A. Bijleveld, Eleonora L. Swart

“…As an adequate commercial AMB formulation is unavailable for this high target dosage, we aimed to develop high-dose AMB capsules and assess the formulated capsule’s quality. <b>Methods</b>: AMB API was sourced and tested according to the requirements of the European Pharmacopoeia. …”
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Cervical ripening at home or in hospital during induction of labour: the CHOICE prospective cohort study, process evaluation and economic analysis by Mairead Black, Cassandra Yuill, Mairi Harkness, Sayem Ahmed, Linda Williams, Kathleen A Boyd, Maggie Reid, Amar Bhide, Neelam Heera, Jane Huddleston, Neena Modi, John Norrie, Dharmintra Pasupathy, Julia Sanders, Gordon C S Smith, Rosemary Townsend, Helen Cheyne, Christine McCourt, Sarah Stock

“…Impact of COVID-19 Of responding sites, 23% reported a change in the method used for cervical ripening and 28% reported a change in criteria for offering home cervical ripening. …”
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