Hybrid deep learning approach for brain tumor classification using EfficientNetB0 and novel quantum genetic algorithm by Kerem Gencer, Gülcan Gencer

“…As a result, the proposed method offers a robust and scalable solution that will help classify brain tumors in early and accurate diagnosis and contribute to the field of medical imaging with patient outcomes.…”
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Epitaxial growth of transition metal nitrides by reactive sputtering by Florian Hörich, Christopher Lüttich, Jona Grümbel, Jürgen Bläsing, Martin Feneberg, Armin Dadgar, Rüdiger Goldhahn, André Strittmatter

“…This represents a simple and technologically scalable approach for N-polar GaN-based layers on Si substrates.…”
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Use of Mechanical Turk as a MapReduce Framework for Macular OCT Segmentation by Aaron Y. Lee, Cecilia S. Lee, Pearse A. Keane, Adnan Tufail

“…Amazon Mechanical Turk provides a cost-effective, scalable, high-availability infrastructure for manual segmentation of OCT images.…”
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Design and Prototyping of an Automatic Bee Hive Monitoring System for Sustainable Beekeeping in Kanungu District. by Medi, Gerald

“…By leveraging GSM technology, the project seeks to establish a scalable model for modern beekeeping practices that can be replicated in similar contexts worldwide.…”
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Attention-enhanced corn disease diagnosis using few-shot learning and VGG16 by Ruchi Rani, Jayakrushna Sahoo, Sivaiah Bellamkonda, Sumit Kumar

“…. • Incorporating a fine-tuned VGG16 backbone along with an attention mechanism and prototypical Few-Shot Learning results in a robust and scalable solution with high accuracy for classifying corn diseases.…”
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Manipulation of 2D and 3D Magnetic Solitons Under the Influence of DMI Gradients by Rayan Moukhader, Davi Rodrigues, Eleonora Raimondo, Vito Puliafito, Bruno Azzerboni, Mario Carpentieri, Abbass Hamadeh, Giovanni Finocchio, Riccardo Tomasello

“…This study provides a deeper and crucial understanding of the stability and gradient-driven dynamics of magnetic solitons, paving the way for the design of scalable spintronics token-based computing devices.…”
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PHARAOH: A collaborative crowdsourcing platform for phenotyping and regional analysis of histology by Kevin Faust, Min Li Chen, Parsa Babaei Zadeh, Dimitrios G. Oreopoulos, Alberto J. Leon, Ameesha Paliwal, Evelyn Rose Kamski-Hennekam, Marly Mikhail, Xianpi Duan, Xianzhao Duan, Mugeng Liu, Narges Ahangari, Raul Cotau, Vincent Francis Castillo, Nikfar Nikzad, Richard J. Sugden, Patrick Murphy, Safiyh S. Aljohani, Philippe Echelard, Susan J. Done, Kiran Jakate, Zaid Saeed Kamil, Yazeed Alwelaie, Mohammed J. Alyousef, Noor Said Alsafwani, Assem Saleh Alrumeh, Rola M. Saleeb, Maxime Richer, Lidiane Vieira Marins, George M. Yousef, Phedias Diamandis

“…Both the custom model design and feature extraction pipelines are amenable to crowdsourcing, positioning PHARAOH to become a fully scalable, systems-level solution for the expansion, generalization and cataloging of computational pathology applications.…”
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Strategic Resource Extraction and Recycling from Waste: A Pathway to Sustainable Resource Conservation by Inna Pitak, Anastasiia Sholokhova, Arūnas Baltušnikas, Rita Kriūkienė

“…It offers annual cost savings of 2,639,250 USD and preserves 74,812.5 tons of resources through waste and clay reduction. By demonstrating a scalable model for waste valorization, this research aligns with global goals for sustainable development, resource efficiency, and ecological balance.…”
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Hollow Structured‐Controllable Polyimide Nanofibers with Extreme Conditions Tolerance for Efficient Thermal Insulation by Renhao Li, Yan Bao, Ruyue Guo, Lu Gao, Wenbo Zhang, Chao Liu, Haihang Zhao

“…Herein, this work develops an easy and scalable strategy for creating hollow polyimide (PI) nanofibers through coaxial electrospinning and high‐temperature template removal technology, in which the internal hollow structure is precisely controlled. …”
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Enhancing social functioning using multi-user, immersive virtual reality by D. J. Holt, N. R. DeTore, B. Aideyan, L. Utter, L. Vinke, D. S. Johnson, J. Zimmerman, K. N. Dokholyan, A. Burke

“…An immersive, multi-user VR intervention may represent one feasible, scalable approach for disseminating skills that can improve social functioning and connection. …”
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Diverse Patient Experiences of Internet-Based Cognitive Behavioral Therapy with Guided Peer Support for Generalized Anxiety Disorders by Jill Nault Connors PhD, MSSW, Ernani Magalhaes JD, Kevin Prather MSW, Nida Khan MD, Claire Draucker PhD, RN, FAAN, Johanne Eliacin PhD, HSPP, Chet Montgomery, Julie Hayden BS, Michael Millard MD, Kurt Kroenke MD, Paul Musey MD, MS, FACEP

“…Referral to internet-based cognitive behavioral therapy (iCBT) with guided support is a scalable, evidence-based option that is underused, particularly among non-white patients. …”
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Achieving Faster and Smarter Chest X-Ray Classification With Optimized CNNs by Hassen Louati, Ali Louati, Khalid Mansour, Elham Kariri

“…This framework provides a practical, scalable solution to improve both the accuracy and efficiency of medical image classification.…”
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Ensuring irrigation water availability for off-season vegetable production in the face of competition from rural domestic water supplies in the commune of Lalo (Benin) by Djigbo Félicien Badou, Christophe Nouvewa, Christian Allé, Audrey Merveille Adango, Luc Ollivier Sintondji

“…The proposed framework is scalable and has the potential to support off-season vegetable production while addressing increasing water demands in rural West Africa.…”
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Benefits of Multi-Terminal HVdc Under Extreme Conditions via Production Cost Modeling Analyses by Quan Nguyen, Hongyan Li, Pavel Etingov, Marcelo Elizondo, Jinxiang Zhu, Xinda Ke

“…First, the PCM model of a general MTdc grid is developed to be seamlessly added to existing scalable PCM model of an ac power system. Second, a method for modeling extreme operating conditions, including heatwave and wildfire, in PCM is presented. …”
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Robust integral sliding mode control for pressure management in multi-phase flow systems by Nezar M. Alyazidi, Aiman F. Bawazir, Ala S. Al-Dogail

“…This novel integration of Hammerstein modeling with discrete-time ISMC offers a scalable and reliable solution to the challenges of pressure control in MPFS. …”
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Mechanically Twisting‐Induced Top‐Down Chirality Transfer for Tunable Full‐Color Circularly Polarized Luminescent Fibers by Xiaoxiao Yu, Linfeng Chen, Qin Liu, Xiaoqing Liu, Zhenduo Qiu, Xinhai Zhang, Meifang Zhu, Yanhua Cheng

“…This top‐down chiral transfer provides a simple, scalable, and versatile mechanical twisting strategy for the fabrication of CPL materials, allowing for fabricating full‐color and handedness‐tunable CPL fibers, where the macroscopic twist direction determines the CPL handedness. …”
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Real-Time Smart Parking Systems Integration in Distributed ITS for Smart Cities by Muhammad Alam, Davide Moroni, Gabriele Pieri, Marco Tampucci, Miguel Gomes, José Fonseca, Joaquim Ferreira

“…The proposed architecture is scalable since the incremental addition of new peripheral subsystems is supported by the introduction of gateways which requires no reengineering of the communication infrastructure. …”
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A new regional reference evapotranspiration model based on quantile approximation of meteorological variables by Guomin Huang, Jianhua Dong, Lifeng Wu, Jingwei Luo, Rangjian Qiu, Yaokui Cui, Yicheng Wang

“…These improvements make the proposed method more efficient and scalable, particularly for regional applications in data-scarce areas.…”
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Genetic Geostatistical Framework for Spatial Analysis of Fine-Scale Genetic Heterogeneity in Modern Populations: Results from the KORA Study by A. N. Diaz-Lacava, M. Walier, D. Holler, M. Steffens, C. Gieger, C. Furlanello, C. Lamina, H. E. Wichmann, T. Becker

“…This approach showed efficacy for detecting and analyzing subtle patterns of genetic heterogeneity within small areas. It is scalable in number of loci, even up to whole-genome analysis. …”
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Design and implementation of a solar powered kit for measurement and logging of environmental parameters using the SEN55 sensor by J. Nchi Muhvu, M.D. Fendji, C.M. Ekengoue

“…This novel system contributes to advancing air quality monitoring, offering a scalable and impactful solution for reducing pollution and safeguarding health.…”
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