A Secure Framework for Privacy-Preserving Analytics in Healthcare Records Using Zero-Knowledge Proofs and Blockchain in Multi-Tenant Cloud Environments by S. Bharath Babu, K. R. Jothi

“…By demonstrating its application in a telemedicine app, the framework highlights its practical significance in balancing data utility and privacy in healthcare analytics, providing a scalable and secure solution to a pressing problem.…”
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Battery Prognostics and Health Management: AI and Big Data by Di Li, Jinrui Nan, Andrew F. Burke, Jingyuan Zhao

“…By enabling more precise and scalable monitoring and prediction of battery health, this transition marks a significant step forward in advancing the field.…”
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C-SHAP: A Hybrid Method for Fast and Efficient Interpretability by Golshid Ranjbaran, Diego Reforgiato Recupero, Chanchal K. Roy, Kevin A. Schneider

“…Notably, in the Diabetes dataset collected by the National Institute of Diabetes and Digestive and Kidney Diseases, C-SHAP reduces the execution time from nearly 2000 s to just 0.21 s, underscoring its potential for scalable, efficient interpretability in time-sensitive applications. …”
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Applying intervention mapping to develop a program for promoting short physical activity breaks during class time in upper secondary schools: the MOVE12 protocol study by Svein Barene, Patrick Foss Johansen, Hege Eikeland Tjomsland, Rolf Inge Ølberg, Miranda Thurston

“…Key steps include needs assessment, performance objectives, theoretical methods, and program structuring for sustainability.ResultsLinear mixed models, t-tests, and regression analyses will evaluate quantitative outcomes, while qualitative focus groups will explore engagement and behavior change.DiscussionMOVE12 provides insights into scalable school-based interventions addressing physical inactivity, highlighting the potential of the IM framework to establish sustainable health promotion strategies.…”
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Intelligent Wireless Sensors with Application to the Identification of Structural Modal Parameters and Steel Cable Forces: From the Lab to the Field by Y. Lei, W. A. Shen, Y. Song, Y. Wang

“…Thus, the intelligent wireless sensors offer scalable network solutions that are power-efficient for the health monitoring of civil infrastructures.…”
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Integrating Wearable Sensor Signal Processing with Unsupervised Learning Methods for Tremor Classification in Parkinson’s Disease by Serena Dattola, Augusto Ielo, Angelo Quartarone, Maria Cristina De Cola

“…The findings underscore the utility of unsupervised learning in enabling scalable, objective tremor analysis. Integration of such models into wearable systems could improve continuous monitoring, enhance rehabilitation strategies, and support standardized clinical assessments. …”
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Integration of smart water management and photovoltaic pumping system to supply domestic water for rural communities by Meita Rumbayan, Imanuel Pundoko, Sherwin R．U Sompie, Dirko G．S Ruindungan

“…This approach not only signifies a significant advancement in sustainable rural water management but also offers a scalable solution adaptable to various environmental conditions. …”
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PathoGD: an integrative genomics approach to primer and guide RNA design for CRISPR-based diagnostics by Soo Jen Low, Matthew O’Neill, William J. Kerry, Natasha Wild, Marcelina Krysiak, Yi Nong, Francesca Azzato, Eileen Hor, Lewis Williams, George Taiaroa, Eike Steinig, Shivani Pasricha, Deborah A. Williamson

“…PathoGD is fully automated, leverages publicly available sequences and is scalable to large datasets, allowing rapid continuous monitoring and validation of primer/gRNA sets to ensure ongoing assay relevance. …”
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A Novel Process for Oleacein Production from Olive Leaves Using Freeze Drying Methodology by Christina Koutra, Efi Routsi, Panagiotis Stathopoulos, Eleftherios Kalpoutzakis, Marina Humbert, Olivier Maubert, Alexios-Leandros Skaltsounis

“…This process eliminates the need for extensive post-extraction transformations, providing a cost-effective, scalable, and sustainable approach to oleacein production. …”
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A Novel MoCo-Based Self-Supervised Learning Framework for Solar Panel Defect Detection by Jun Huang, Shamsul Arrieya Ariffin, Yongqiang Chen, Jinghui Lin, Wanting Xu

“…This framework offers a scalable, automated solution for image-level defect detection, poised to enhance efficiency and reduce manual intervention in industrial applications.…”
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Polycotton waste textile recycling by sequential hydrolysis and glycolysis by Nienke Leenders, Rijk M. Moerbeek, Matthijs J. Puijk, Robbert J. A. Bronkhorst, Jorge Bueno Morón, Gerard P. M. van Klink, Gert-Jan M. Gruter

“…The utilization of 43 wt% hydrochloric acid for the acid hydrolysis of polycotton (44/56 cotton/polyester, room temperature, 24 h) results in a 75% molar glucose yield from the cotton fraction, whereafter the hydrolysate solution is easily separated from the solid polyester residue. The reaction is scalable, as similar results are obtained for experiments performed at 1 mL, 0.1, and 1.0 L and even in a 230 L pilot plant reactor, where mixed postconsumer polycotton waste textile is successfully recycled. …”
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Reconfigurable anomalous reflectors with stretchable elastic substrates at 140 GHz band by Kato Yuto, Yonemura Kazuma, Seki Kento, Kambara Retsuku, Sanada Atsushi

“…Owing to the simple and scalable tuning mechanism, the proposed approach is applicable in the millimeter-wave and terahertz bands for a wide reflection steering. …”
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Fabrication of bendable and narrow bandgap Cu(In,Ga)(S,Se)2 for tandem photovoltaics by Sarallah Hamtaei, Alice Debot, Romain Scaffidi, Guy Brammertz, Estelle Cariou, Sean M. Garner, Aranzazu Aguirre, Jef Poortmans, Phillip J. Dale, Bart Vermang

“…Our results show a way for scalable fabrication of all thin-film, flexible tandem solar cells, by means of industrially relevant processing steps in a low cost and sustainable fashion.…”
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Single cell suppression profiling of human regulatory T cells by Jonas Nørskov Søndergaard, Janyerkye Tulyeu, David Priest, Shimon Sakaguchi, James B. Wing

“…Additionally, scSPOT identifies a Treg phenotypic split previously observed in viral infection and propose modes of action by the FDA-approved drugs Ipilimumab and Tazemetostat. scSPOT is thus scalable, robust, widely applicable, and may be used to better understand Treg immunobiology and screen for therapeutic compounds.…”
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Floatable artificial leaf to couple oxygen-tolerant CO2 conversion with water purification by Zhiyong Zhang, Yang Wang, Yangen Xie, Toru Tsukamoto, Qi Zhao, Qing Huang, Xingmiao Huang, Boyang Zhang, Wenjing Song, Chuncheng Chen, Hua Sheng, Jincai Zhao

“…This study provides a scalable approach for the construction of photocatalytic devices for CO2 conversion in open environments.…”
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Deep Learning the Forecast of Galactic Cosmic-Ray Spectra by Yi-Lun Du, Xiaojian Song, Xi Luo

“…Our approach offers a scalable, data-driven alternative to traditional physics-based methods, ensuring robust daily and long-term forecasts. …”
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Human striatal progenitor cells that contain inducible safeguards and overexpress BDNF rescue Huntington’s disease phenotypes by Danielle A. Simmons, Sridhar Selvaraj, Tingshuo Chen, Gloria Cao, Talita Souto Camelo, Tyne L.M. McHugh, Selena Gonzalez, Renata M. Martin, Juste Simanauskaite, Nobuko Uchida, Matthew H. Porteus, Frank M. Longo

“…Human pluripotent stem cells (hPSCs) offer a scalable platform for NT delivery but have potential safety risks including teratoma formation. …”
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Enhanced proteomic profiling of human plasma‐derived extracellular vesicles through charge‐based fractionation to advance biomarker discovery potential by Xianyi Su, Getúlio Pereira de Oliveira Júnior, Anne‐Lise Marie, Michal Gregus, Amanda Figueroa‐Navedo, Ionita C. Ghiran, Alexander R. Ivanov

“…The method is designed to be straightforward, scalable, easy‐to‐use, and it does not require specialized skills or equipment.…”
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Fully automated extraction of high-quality total nucleic acids from FFPE specimens for comprehensive genomic profiling of solid tumors by Kristopher Amirault, Michael Collins, Luca Beker, Brandon Mills, Martina Werner, Jonathan Andreas, Daniel Hartman, Jordan Dargert, Vanessa Process, Sean Cederlund, Thuy Dao, Linnea Menin, Molly Ferrara, Andrew Briggs, Joshua Shreve, Daniel Metzger, Angela Stout, Erin Deblasi, Jie An, Taylor Jensen, Shengle Zhang, Vinesh Rana, Bryn Burlingame, Ulrich Thomann, Durga Prasad Dash, Sha Liao, Jeffrey M. Conroy, Eugenio Daviso

“…In this work we present an automated solution for upstream sample processing of solid tumors to enable high throughput and scalable CGP workflows by eliminating bottlenecks and enhancing results. …”
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InP/Si₃N₄ Hybrid Integrated Lasers for RF Local Oscillator Signal Generation in Satellite Payloads by Jessica César-Cuello, Alberto Zarzuelo, Robinson C. Guzmán, Charoula Mitsolidou, Ilka Visscher, Roelof B. Timens, Paulus W. L. Van Dijk, Chris G. H. Roeloffzen, Luis González, José Manuel Delgado Mendinueta, Guillermo Carpintero

“…The system is compact and highly scalable, with the potential to generate up to 10 simultaneous LO signals, being a promising solution for advanced RF signal generation in high throughput satellite payloads.…”
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