LWRNPIP: Design of a light weight restrictive non-fungible token based on practically unclonable functions via image signature patterns by Mahesh Kumar Singh, Pushpa Choudhary, Arun Kumar Singh, Pushpendra Singh

“…Designing NFTs requires selecting different blockchain-based consensus models, encryption techniques, and distribution mechanisms. …”
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RACF: A Multimodal Deep Learning Framework for Parkinson’s Disease Diagnosis Using SNP and MRI Data by Jiangbo Cao, Xiaojing Long

“…The multimodal diagnosis of PD is confronted with two enduring challenges: (1) the dependence on pre-existing knowledge of established genetic risk loci, and (2) the low efficiency and limited interpretability in handling interactions among cross-modal features. …”
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HYGIENIC ASSESSMENT OF THE ACTUAL CONSUMPTION OF MICRONUTRIENTS BY INTERNATIONAL STUDENTS FROM INDIA by K.S. Melnyk

“…The diet of this ethnic group needs a complex correction by these indicators of diet diversity using local, seasonal food, educational work among international students in order to increase awareness of healthy eating and the composition of local products, development of diets adapted to the culinary, cultural and ethno-religious traditions this layer student, because selective, monotonous nutrition, increased requirements for micronutrients due to changes in climatic and time zones, ethno-religious restrictions in nutrition create conditions for the formation of nutrition-related diseases in this social group.…”
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Technological Advancements in Human Navigation for the Visually Impaired: A Systematic Review by Edgar Casanova, Diego Guffanti, Luis Hidalgo

“…Visually impaired people face significant obstacles when navigating complex environments. However, recent technological advances have greatly improved the functionality of navigation systems tailored to their needs. …”
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Entrepreneurship and territorial economic development in Algeria by Younes Ferdj

“…Territorial economic development involves the implementation of policies and strategies to balance growth across different regions, promote the efficiency of local infrastructure, and enhance the quality of life for citizens. …”
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Аdaptive combined image coding with prediction of arithmetic code volume by B J.S Sadiq, V. Yu. Tsviatkou, М. N. Bobov

“…For DPCM bit planes of pixel values of any image, a combination of simple run length coders and complex arithmetic coders can be selected that provides the maximum compression ratio for each bit plane and all planes in general with the least computational complexity. …”
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A deep neural network for adaptive spatial smoothing of task fMRI data by Zhengshi Yang, Xiaowei Zhuang, Mark J. Lowe, Dietmar Cordes, Dietmar Cordes

“…The use of a heuristically selected Gaussian filter for spatial smoothing is frequently preferred due to its simplicity and computational efficiency. …”
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Comprehensive Approaches to Managing Ridge Atrophy with Basal Implants: A Systematic Review by Veena Kalburgi, Surabhi Amborkar

“…They reduce the need for complex surgical procedures, improving cost efficiency and patient comfort. …”
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The relationship between enterprise human capital structure and international M&A performance based on cultural differences in China. by Ye Liu, Fang-Yuan Zhao, Si-Qi Jia, Li-Rong Qiu

“…With the rapid development of China's economy, increasing Chinese companies have acquired international technology resources, improved production efficiency, opened up international markets through international mergers and acquisitions, and realized the expansion of enterprises in the global capitalist market. …”
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Data-driven intelligent productivity prediction model for horizontal fracture stimulation by Qian Li, Yiyong Sui, Mengying Luo, Bin Guan, Lu Liu, Yuan Zhao

“…Field validation showed that the productivity prediction model achieved an average error of 7.06%, providing a basis for horizontal fracture engineering design and achieving cost reduction and efficiency improvement in oilfield development.…”
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Purification of Liquid Radioactive Waste with Activated Carbon from Sludge-Lignin by Ekaterina S. Loginova (Kokina), Tatyana E. Boykova, Nikolay I. Bogdanovichǂ, Konstantin B. Vorontsov

“…It has been determined that carbon sorbents obtained from sludge-lingin by thermochemical activation can be used for the selective extraction of certain radionuclides with an efficiency of up to 94 %.…”
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Brain Delivery Strategies for Biomacromolecular Drugs: Intranasal Administration by Wu H, Li C, Yuan H, Zhao J, Li S

“…This is particularly challenging in the treatment of central nervous system (CNS) diseases, where the blood-brain barrier (BBB) imposes stringent selectivity, further limiting drug delivery efficiency. …”
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RT-DETR-Smoke: A Real-Time Transformer for Forest Smoke Detection by Zhong Wang, Lanfang Lei, Tong Li, Xian Zu, Peibei Shi

“…First, we designed a high-efficiency hybrid encoder that combines convolutional and Transformer features, thus reducing computational cost while preserving crucial smoke details. …”
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Integrated evaluation and optimization of acid fracturing effectiveness in carbonate reservoirs: Experimental insights and field validation. by Peng Lu, Songlei Li, Jinsong Liu, Nan Yuan, Heng Liu

“…These challenges are particularly acute in low-porosity, low-permeability complex media, where acid fracturing often exhibits limited effectiveness. …”
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Development and validation of a green/blue UHPLC-MS/MS method for trace pharmaceutical monitoring by Marta Koziarska, Magdalena Strzebońska, Ewa Szalińska

“…This method has been validated and exemplified using a case study from the Kraków area, highlighting its high efficiency, reliability, and minimal environmental impact. …”
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Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations by Eduardo Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda

“…With the increasing demand for training efficiency, mixture-of-experts (MoEs) has become essential for scaling large models by selectively activating sub-networks of experts through a gating network, thereby optimizing performance. …”
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Support vector regression model for the prediction of buildings’ maximum seismic response based on real monitoring data by Dongwang Tao, Shizhe Fang, Haixu Liu, Jianqi Lu, Jiang Wang, Qiang Ma

“…To improve the model’s efficiency and practical applicability, we also establish a reduced-feature SVR model (RSVR-MDR) by selecting 10 fundamental parameters based on SHapley Additive exPlanations (SHAP) values and the accessibility of features. …”
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Characterization of Rock Pore Geometry and Mineralization Process via a Random Walk-Based Clogging Scheme by Linh Thi Hoai Nguyen, Tomoyuki Shirai, Takeshi Tsuji

“…The mechanisms of CO₂ behavior within pore space are complex and influenced by multiple factors, with the geometric structure of porous formations being particularly critical to the technology’s efficiency. …”
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mRNA vaccine design using the proteome of Theileria annulata through immunoinformatics approaches by Roohollah Fattahi, Behrooz Sadeghi Kalani

“…Their presentation by major histocompatibility complex (MHC) cells and other immune cells was analyzed using molecular docking techniques. …”
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Influence of the Microbial Metabolite Acetyl Phosphate on Mitochondrial Functions Under Conditions of Exogenous Acetylation and Alkalization by Natalia V. Beloborodova, Nadezhda I. Fedotcheva

“…It was found that AcP slowed down the opening of the mPTP by calcium ions and decreased the efficiency of oxidative phosphorylation and the activity of SDH. …”
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