Deep Learning Based Dual Channel Banana Grading System Using Convolution Neural Network by Raghavendra S, Souvik Ganguli, P. Thirumarai Selvan, Mitali Madhusmita Nayak, Sushovan Chaudhury, Randell U. Espina, Isaac Ofori

“…In comparison to previous studies that simply employed RGB imaging, the presented model revealed the value of integrating RGB imaging and HSI approaches.…”
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La vida online, la inteligencia artificial y su lectura pedagógica by Daniel Pattier, Sara Redondo-Duarte

“…Asimismo, aunque la tecnología ofrece nuevas e interesantes posibilidades, debe ser utilizada en los procesos educativos desde la reflexión y el juicio pedagógico del docente para poder establecer un saludable desarrollo integral del alumnado. …”
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Prophage-DB: a comprehensive database to explore diversity, distribution, and ecology of prophages by Etan Dieppa-Colón, Cody Martin, James C. Kosmopoulos, Karthik Anantharaman

“…Temperate phages adopt the lysogenic mode of infection, where the genome integrates into the host cell genome forming a prophage. …”
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Inclusion of young people with disabilities in the future of work: forecasting workplace, labour market and community-based strategies through an online and accessible Delphi surve... by Arif Jetha, Kathleen A Martin Ginis, Emile Tompa, Monique A M Gignac, Dwayne van Eerd, Kay Nasir

“…The study will identify future-focused support strategies that will be shared with people living with disabilities, policy makers and disability employment service providers through an integrated knowledge transfer and exchange approach.…”
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Suprainguinal fascia iliaca compartment block in pediatric-aged patients: An educational focused review by Anuranjan Ghimire, Sidhant Kalsotra, Joseph D. Tobias, Giorgio Veneziano

“…Regional anesthesia has become an integral component of postoperative analgesia and multimodal analgesia during surgery, providing opioid sparing effects and maintaining a beneficial adverse effect profile. …”
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MicroRNA Profiling in Cartilage Ageing by Panagiotis Balaskas, Katarzyna Goljanek-Whysall, Peter Clegg, Yongxiang Fang, Andy Cremers, Pieter Emans, Tim Welting, Mandy Peffers

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Demonstration Exam in Continuing Entrepreneurial Education within the VET and HE Systems by O. A. Romanova, K. V. Anisimova

“…The interview analysis was based on a mixed approach.Structural and procedural components are identified and described, showing ways to integrate entrepreneurial education into traditional VET and to create a comprehensive educational environment. …”
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Efficient Generative-Adversarial U-Net for Multi-Organ Medical Image Segmentation by Haoran Wang, Gengshen Wu, Yi Liu

“…Additionally, we have integrated Efficient Mapping Convolutional Blocks (EMCB) into the feature-learning process, allowing for the extraction of multi-scale spatial information and the adjustment of feature map channels through optimized weight values. …”
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Development and validation of a machine learning-based prediction model for hepatorenal syndrome in liver cirrhosis patients using MIMIC-IV and eICU databases by Fengwei Yao, Ji Luo, Qian Zhou, Luhua Wang, Zhijun He

“…The AUC in the external test set was 0.8212 (95% CI 0.7784–0.864). By integrating the MIMIC-IV database and machine learning algorithms, we developed an effective predictive model for HRS in liver cirrhosis patients, providing a robust tool for early clinical intervention.…”
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Teak-Soil Interaction: Teak (Tectona grandis) Plantations Impact and are Impacted by Soil Properties and Fertility in Southwestern Ghana by Michael Asigbaase, Michael Annan, Daniel Adusu, Simon Abugre, Collins Ayine Nsor, Samuel Kumi, Selina Adutwumwaa Acheamfour

“…We concluded that site selection and tailored integrated soil fertility management for each plantation age are critical to sustainable teak production as teak plantations both affect and are affected by soil properties. …”
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Synergistic Enhancement of Carbon Sinks and Connectivity: Restoration and Renewal of Ecological Networks in Nanjing, China by Renfei Zhang, Hongye Li, Zhicheng Liu

“…We propose an innovative carbon sink index (CSI) that integrates three indicators: capacity, efficiency, and variability. …”
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What about physician wellness? Impact of a quality improvement intervention by Pamela Mathura, Isabella Pascheto, Jennifer Ringrose, Gillian Ramsay

“…Additionally, there was a 23% reduction in the likelihood of needing to reduce clinical teaching unit service weeks.Conclusion When conducting QI initiatives, consider measuring the wellness of physicians and other healthcare providers. Proactively integrating wellness strategies into interventions requires further exploration which may enhance participant experience and initiative sustainability.…”
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Motor Imagery EEG Classification Based on Multi-Domain Feature Rotation and Stacking Ensemble by Xianglong Zhu, Ming Meng, Zewen Yan, Zhizeng Luo

“…Finally, we employ a stacking ensemble approach, where the prediction results of base classifiers corresponding to different domain features and the set of significant features undergo linear discriminant analysis for dimensionality reduction, yielding discriminative feature integration as input for the meta-classifier for classification. …”
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Dynamic analysis and comparison of the performance of linear and nonlinear controllers applied to a nonlinear non-interactive and interactive process by José M. Campos-Salazar, Pablo Lecaros, Rodrigo Sandoval-García

“…This article presents an in-depth dynamic analysis and comparative evaluation of three distinct control strategies—proportional-integral (PI) compensator, linear quadratic regulator (LQR), and sliding mode control (SMC)—applied to a nonlinear process in two configurations: non-interactive system (NIS) and interactive system (IS). …”
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Energy Management Systems Using Smart Grids: An Exhaustive Parametric Comprehensive Analysis of Existing Trends, Significance, Opportunities, and Challenges by Nitasha Khan, Zeeshan Shahid, Muhammad Mansoor Alam, Aznida Abu Bakar Sajak, M. S. Mazliham, Talha Ahmed Khan, Syed Safdar Ali Rizvi

“…The integration of widely fluctuating distributed generation (such as photovoltaic panels, wind power, electric vehicles, and energy storage systems) puts the stability of power technologies and distribution structures in jeopardy. …”
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Antioxidant and Antimicrobial Properties of the Essential Oil and Extracts of Zanthoxylum alatum Grown in North-Western Himalaya by Sanjay Guleria, A. K. Tiku, Apurva Koul, Sahil Gupta, Gurjinder Singh, V. K. Razdan

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Economic aspects of conflicts in the global economy in the conditions of the New Cold War by Оlena Baula, Оksana Urban

“…The systematization of literary sources and approaches to the solution of the researched problem shows that, despite the diversity and content of the approaches around the issues of the forms of influence of globalization on the sources of conflict, the issue of monitoring economic conflicts between the main economic centers of the world in the context of political conflicts of the 21st century remains insufficiently studied, as well as outlining the prospects of European integration of Ukraine in the conditions of Russian aggression. …”
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Qualitative systematic review on the lived experience of functional neurological disorder by Loyola McLean, Andrea Szasz, Anthony Korner

“…Two authors used an integrative immersion approach to identify the literature’s main themes using line-by-line and top-down methods.Results Eight main themes were identified: lost, body–mind dualism, preceding stressful events, relatedness, stigma, the battle or fight, the burden and losses of the illness and trust versus mistrust. …”
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The visuomotor synchronization immersive virtual reality of a depression avatar in a stigma context experience mobilizes the fronto-parietal cortex and anterior insula by Kelssy Hitomi dos Santos Kawata, Kelssy Hitomi dos Santos Kawata, Wey Guan Lem, Koki Ono, Hiroshi Oyama

“…A significant negative effect of the SoE score was identified in the frontoparietal and anterior insula only for the visuomotor synchronization IVR experience of guiding the virtual right hand of the avatar with depression, implicating interoceptive and multisensory integration.DiscussionWe demonstrated that all five subcomponents of the SoE were present, and that decreased activity in the frontoparietal and anterior insula were crucial brain regions for the virtual human body to be perceived as one’s own body and promote conscious feelings of embodiment.…”
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Design and validation of a new Healthcare Systems Usability Scale (HSUS) for clinical decision support systems: a mixed-methods approach by Peter J Watkinson, Abir Ghorayeb, Julie L Darbyshire, Marta W Wronikowska

“…These separate into four subscales: patient safety and decision effectiveness (seven items), workflow integration (six items), work effectiveness (five items) and user control (four items). …”
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