Technical considerations towards commercialization of porcine respiratory and reproductive syndrome (PRRS) virus resistant pigs by A. Mark Cigan, Pieter W. Knap

“…Using these advances, the introduction of resistance genes into commercially relevant germplasm requires access to genetically superior livestock, an infrastructure for scalable allele deployment, freedom to operate, global regulatory approvals, and acceptance of gene edited livestock by producers and consumers. …”
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Assessing machine learning for fair prediction of ADHD in school pupils using a retrospective cohort study of linked education and healthcare data by Johnny Downs, Robert Stewart, Alice Wickersham, Sumithra Velupillai, Lucile Ter-Minassian, Natalia Viani, Lauren Cross

“…Sociodemographic biases were effectively reduced by a fair pre-processing algorithm without loss of accuracy.Conclusions ML approaches using linked routinely collected education and health data offer accurate, low-cost and scalable prediction models of ADHD. These approaches could help identify areas of need and inform resource allocation. …”
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Predicting hydropower generation: A comparative analysis of Machine learning models and optimization algorithms for enhanced forecasting accuracy and operational efficiency by Chunyang Wang, Chao Li, Yudong Feng, Shoufeng Wang

“…This examination’s contributions comprise the creation of a scalable, data-driven method for hydropower optimization, the illustration of its capability to decrease prediction errors remarkably, and its practical application in renewable energy management. …”
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An implementation trial to mAnage siCkle CELl disEase through incReased AdopTion of hydroxyurEa in Nigeria (ACCELERATE): Study protocol. by Emmanuel Peprah, Joyce Gyamfi, John Patena, Hazal Kayalioglu, Tania Hameed, Gbenga Ogedegbe, Hyungrok Do, Dike Ojji, Deborah Adenikinju, Tayo Ajaye Oba, Maxwell Nwegbu, Hezekiah Isa, Grace Shedul, Alayo Y Sopekan, Obiageli E Nnodu

“…<h4>Discussion</h4>This study's findings will offer crucial insights into effective SCD management strategies, leveraging existing SCD clinical networks and resources in Nigeria to enhance HU adoption among providers in a scalable and sustainable manner. Additionally, the study will inform best practices for implementing HU therapy in resource-constrained settings, benefiting healthcare providers, policymakers, and stakeholders invested in improving SCD care delivery.…”
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Archaeological Site Detection: Latest Results from a Deep Learning Based Europe Wide Hillfort Search by Jürgen Landauer, Simon Maddison, Giacomo Fontana, Axel G. Posluschny

“…By combining automated detection with expert review, the research showcases the potential for scalable, AI-assisted archaeological discovery across diverse landscapes, providing a valuable tool for academic research and heritage management.…”
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Advancing Graphene Synthesis: Low-Temperature Growth and Hydrogenation Mechanisms Using Plasma-Enhanced Chemical Vapor Deposition by Šarūnas Meškinis, Algirdas Lazauskas, Šarūnas Jankauskas, Asta Guobienė, Rimantas Gudaitis

“…This work demonstrates a scalable, low-temperature approach to graphene synthesis, offering the potential for energy storage, sensing, and electronic devices requiring customized material properties.…”
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Synthesis and Characterization of Magnetic Fe3O4/Zeolite NaA Nanocomposite for the Adsorption Removal of Methylene Blue Potential in Wastewater Treatment by Ngoc Bich Thi Tran, Ngoc Bich Duong, Ngoc Long Le

“…Our approach provides a simple, efficient, and scalable synthesis process that render practical applications of the magnetic Fe3O4/ZA nanocomposite as a lower-cost adsorbent for wastewater treatment.…”
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Blockchain oracles for decentralized agricultural insurance using trusted IoT data by Manoj T, Krishnamoorthi Makkithaya, Narendra V. G., Vijaya Murari T

“…The evaluation results of privacy-protected decentralized oracle and an indexed insurance contract within AgriInsureDON framework confirms that transactions are efficient and scalable to meet the requirements of expedited claim settlement.…”
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Unlocking Potential Score Insights of Sentimental Analysis with a Deep Learning Revolutionizes by Ibrahim R. Alzahrani

“…After tokenization, the model performs the classification of hate and offensive speech using the proposed BiLSTM-based SM-CJ (Scalable Multi-Channel Joint) framework. The BiLSTM-based SM-CJ model is particularly effective in detecting hate, offensive, and neutral tweets due to its ability to capture both forward and backward contexts within a given text. …”
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Fake News Detection and Classification: A Comparative Study of Convolutional Neural Networks, Large Language Models, and Natural Language Processing Models by Konstantinos I. Roumeliotis, Nikolaos D. Tselikas, Dimitrios K. Nasiopoulos

“…By highlighting the practical application of fine-tuned LLMs and exploring the potential of few-shot learning for fake news detection, this research provides valuable insights for news organizations seeking to implement scalable and accurate solutions. Ultimately, this work contributes to fostering transparency and integrity in journalism through innovative AI-driven methods for fake news classification and automated fake news classifier systems.…”
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LoVE4MUM Mobile App to Prevent Postpartum Depression: Protocol for a Pilot Randomized Controlled Trial by Siti Sabrina Kamarudin, Idayu Badilla Idris, Shalisah Sharip, Norfazilah Ahmad

“…The findings are expected to contribute to the future development of effective, accessible, and scalable interventions for mothers. Trial RegistrationClinicalTrials.gov NCT06366035; https://clinicaltrials.gov/study/NCT06366035 International Registered Report Identifier (IRRID)PRR1-10.2196/63564…”
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Forecasting yield and market classes of Vidalia sweet onions: A UAV-based multispectral and texture data-driven approach by Marcelo Rodrigues Barbosa Júnior, Lucas de Azevedo Sales, Regimar Garcia dos Santos, Rônega Boa Sorte Vargas, Chris Tyson, Luan Pereira de Oliveira

“…Ultimately, we developed a non-invasive, non-destructive, and scalable approach, providing stakeholders with anticipated yield and market class information, representing an innovation in the field of specialty crop production.…”
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Optimal Sizing and Techno-economic Analysis of Combined Solar Wind Power System, Fuel Cell and Tidal Turbines Using Meta-heuristic Algorithms: A Case Study of Lavan Island by Hessameddin Talebi, Javad Nikoukar, Majid Gandomkar

“…The proposed method aims to deliver electricity without reliance on the traditional electricity distribution grid, while offering a scalable solution applicable to other geographical regions. …”
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Incorporation of recombinant proteins into extracellular vesicles by Lactococcus cremoris by Tina Vida Plavec, Kristina Žagar Soderžnik, Giulia Della Pelle, Špela Zupančič, Robert Vidmar, Aleš Berlec

“…However, our data suggests that L. cremoris NZ9000 genetically engineered to express recombinant proteins can produce EVs containing these proteins in scalable manner. As L. cremoris NZ9000 is considered safe bacterium, EVs from L. cremoris NZ9000 could have several advantages over EVs from other bacteria, implying possible biotechnological applications, e.g. in therapeutic protein delivery.…”
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Spin-bearing molecules as optically addressable platforms for quantum technologies by Kuppusamy Senthil Kumar, Hunger David, Ruben Mario, Goldner Philippe, Serrano Diana

“…We envision that optically addressable spin-carrying molecules could become a scalable building block of quantum hardware for applications in the fields of quantum sensing, quantum communication and quantum computing.…”
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Experimental analysis on a solar photovoltaic indoor cooker integrated with an energy storage system: A positive step towards clean cooking transition for Sub-Saharan Africa by Jimmy Chaciga, Denis Okello, Karidewa Nyeinga, Ole J. Nydal

“…Cooking efficiencies of 75.0 % and 59.4 % were obtained during charging and discharge cycles respectively. The system highly scalable for indoor household and institutional solar cooking.…”
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Fault Detection in Induction Machines Using Learning Models and Fourier Spectrum Image Analysis by Kevin Barrera-Llanga, Jordi Burriel-Valencia, Angel Sapena-Bano, Javier Martinez-Roman

“…This methodology offers a scalable solution for predictive maintenance in induction motors, effectively combining signal processing, computer vision, and explainability techniques.…”
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Methods for identifying adverse drug reactions in primary care: A systematic review. by Vera Logan, David Hughes, Adam Turner, Neil Carter, Sue Jordan

“…<h4>Implications</h4>Adaptable and scalable instruments with decision support are needed in primary care to identify and mitigate medicine-related harm in older poly-medicated people. …”
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Examining the Role of Preserving Medical Records at Kamuganguzi HCIV. by Mugabirwe, Gift

“…The Challenges faced in preservation of medical records included Storage Scalable, Lack of Backups & Limited Security, Inconsistent Layouts, and No Clear Audit Trails & Version History and finally the Measures in which medical records preservation can be improved included Digitalization, Cloud storage, Training and Central records preservation system and the study recommended that Kamuganguzi HCIV should shift from paper-based recordkeeping to a completely digital records creation and management system by converting their current paper-based patient records to digital images by scanning and capturing them into the electronic system, with metadata attached to each record image. …”
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In vitro multiplication and phytochemical evaluation of Apios americana Medik for enhanced production of the staple food and tissues with versatile bioactivities. by Okello, Denis, Gang, Roggers, Rahmat, Endang, Yang, Sungyu, Ban, Yeongjun, Chung, Yuseong, Lee, Jun, Kang, Youngmin

“…This protocol offers a rapid and scalable method for generating high-quality, A. Americana plant stocks with stable genome size/ploidy level, meeting the exponentially growing demand for plant tissues. …”
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