Implementation of MF block in CNN for advanced REB fault diagnosis by M. Pandiyan, Narendiranath Babu T.

“…Using the Balance Cross-Entropy (BCE) loss function for training has helped the model optimize prediction accuracy by minimizing the difference between the actual class and the predicted class probabilities. …”
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Social support and self-efficacy during early adolescence: Dual impact of protective and promotive links to mental health and wellbeing. by Megan Cherewick, Rinzi Lama, Roshan P Rai, Choden Dukpa, Dikcha Mukhia, Priscilla Giri, Michael Matergia

“…Findings suggest the urgent need for early mental health intervention to strengthen systems of social support and support self-efficacy among early adolescents. …”
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High yield and efficiency: cultivar selection to improve potato nitrogen use efficiency by Laura C. Carruthers, Kate A. Congreves

“…Optimizing nitrogen use efficiency (NUE) of crops is critical to maintain yields and profits while minimizing environmental damage from excessive fertilization and nitrogen (N) losses. …”
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Revealing the challenges and efforts of routine immunization coverage in Nigeria by Tolulope Joseph Ogunniyi

“…Some of the obstacles, such as restricted access to medical facilities, weak cold chain systems, and COVID‐19 containment strategies had a great impact on the RI program. …”
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GDFC-YOLO: An Efficient Perception Detection Model for Precise Wheat Disease Recognition by Jiawei Qian, Chenxu Dai, Zhanlin Ji, Jinyun Liu

“…Wheat disease detection is a crucial component of intelligent agricultural systems in modern agriculture. However, at present, its detection accuracy still has certain limitations. …”
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Transformation of World Automotive Industry by P. P. Sushkevich

“…Such an approach makes it possible for organizations to optimize substantially an expenditure budget and doing so we increase resource use efficiency. …”
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Impact of digital health technologies adoption on healthcare workers’ performance and workload: perspective with DOI and TOE models by Abdulkadir Jeilani, Abdinur Hussein

“…Abstract Background Digital health technologies (DHT) have become an integral component of modern healthcare systems, offering the potential to improve healthcare delivery and outcomes. …”
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Convolutional kernel-based classification of industrial alarm floods by Gianluca Manca, Alexander Fay

“…Alarm flood classification (AFC) methods are crucial in assisting human operators to identify and mitigate the overwhelming occurrences of alarm floods in industrial process plants, a challenge exacerbated by the complexity and data-intensive nature of modern process control systems. These alarm floods can significantly impair situational awareness and hinder decision-making. …”
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Listen or Read? The Impact of Proficiency and Visual Complexity on Learners’ Reliance on Captions by Yan Li

“…Technologically, future research could focus on developing dynamic captioning systems leveraging eye-tracking and AI to adapt to real-time proficiency, optimizing learning experiences. …”
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Research Progress on Coarse and Fine Sediment Exchange Near Riverbed by JIN Zhong-wu, LI Shan, LU Jin-you, GUO Xiao-hu

“…This study proposes three innovative future directions: (1) integrating prototype observation data to establish unified theoretical formulas for sediment exchange; (2) developing high-precision observation technologies to overcome the bottleneck in dynamically capturing random sediment collision processes; and (3) combining machine learning with physical models to build predictive systems for sediment state transitions. This review provides systematic references for advancing the understanding of sediment exchange mechanisms and optimizing engineering practices.…”
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A patient with osteoarthritis at an outpatient appointment. Unresolved problems by Yu. A. Lushpaeva

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A Mechanistic Approach Toward Enhanced Remediation Potential of Thiacloprid by Zero-Valent Iron/Biochar Supplemented with Organic Acids by Lin Pan, Shuai Qu, Longfei Liu

“…These findings provide a mechanistic framework for optimizing ligand-engineered iron composites, offering practical strategies to enhance pesticide remediation efficiency in organic acid-rich environmental systems.…”
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555 Design, development, and implementation of an investigator-focused CRM platform for managing navigation, consults, services, and delivery by Brian Sevier, Kacey L. Richards, Erica Rocco, Christine Chaisson

“…Objectives/Goals: Our goal is to develop a CRM platform to streamline support for investigators, optimize resource use, and enhance service delivery within a CTSA institution. …”
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Comparative Analysis of VGG16 and ResNet50 Model Performence in Cardiac ECG Image Classification by Hanif Rizaqi, Imam Tahyudin

“…Transfer learning was applied using feature representations from the VGG16 and ResNet50 models, employing the Adam optimizer and categorical cross-entropy loss function. …”
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Appropriate use of the fixed-dose, extended-release combination of naltrexone and bupropion as treatment for obesity in primary care by Ethan Lazarus

“…Conclusions: Unlike monotherapy with its component drugs, NB-ER is optimized for the treatment of obesity. The appropriate use of NB-ER should consider the specific characteristics and adiposity-related complications of an individual.…”
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FLASH radiotherapy: bridging revolutionary mechanisms and clinical frontiers in cancer treatment – a narrative review by Jae Sik Kim, Hak Jae Kim

“…Future directions will involve comprehensive preclinical studies to optimize irradiation parameters, large-scale clinical trials to establish standardized protocols, and technological advancements to overcome limitations. …”
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Deep learning-based semantic segmentation with novel navigation line extraction for autonomous agricultural robots by Chijioke Leonard Nkwocha, Ning Wang

“…Abstract In the rapidly evolving field of agriculture, the integration of autonomous systems is essential for enhancing productivity and efficiency. …”
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Modelling of triplet proximity effects in conically magnetized NbN/Ho/NbN Josephson junctions by Asif Majeed, Harkirat Singh

“…Furthermore, the effect of interfacial roughness is systematically analyzed, with its implications for experimental realizations providing practical insights into optimizing S/F systems for future applications in superconducting spintronics. …”
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AI-driven precision diagnosis and treatment in Parkinson’s disease: a comprehensive review and experimental analysis by Bhekisipho Twala

“…The integration of multiple data modalities and advanced machine learning algorithms enables earlier detection, more accurate monitoring, and optimized therapeutic interventions. Future research should focus on large-scale clinical validation and implementation frameworks for healthcare systems.…”
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Assessing infectious disease simulation in combat zones through capacity, vulnerability, and risk framework by T. O. Chumachenko, D. I. Chumachenko

“…Infectious disease modelling is crucial in managing disease spread, particularly in conflict zones where health systems and infrastructure are severely compromised. …”
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