Machine learning enables legal risk assessment in internet healthcare using HIPAA data by Shixian Liu, Hailing Liu, Siyu Fan, Leming Song, Zeyu Wang

“…RF enhances classification performance by integrating multiple decision trees, while SVM achieves efficient classification by identifying the maximum margin hyperplane. …”
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Fast Fourier Asymmetric Context Aggregation Network: A Controllable Photo-Realistic Clothing Image Synthesis Method Using Asymmetric Context Aggregation Mechanism by Haopeng Lei, Ying Hu, Mingwen Wang, Meihai Ding, Zhen Li, Guoliang Luo

“…Complementing this, the FCAN also incorporates a Fast Fourier Channel Dual Residual Block (FF-CDRB), which utilizes the frequency-domain properties of Fast Fourier Convolution to enhance fine-grained content inference while maintaining computational efficiency. …”
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TMS: Ensemble Deep Learning Model for Accurate Classification of Monkeypox Lesions Based on Transformer Models with SVM by Elsaid Md. Abdelrahim, Hasan Hashim, El-Sayed Atlam, Radwa Ahmed Osman, Ibrahim Gad

“…The top four CNN architectures, namely EfficientNetB0, ResNet50, MobileNet, and Xception, are used for feature extraction. …”
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Optimized extraction and kinetic study of cholesterol oxidase from a newly isolated Escherichia fergusonii strain from local whey samples: insights through a combined experimental... by Simin Khataee, Gholamreza Dehghan, Samaneh Rashtbari, Arezu Marefat, Sina Jamei, Hamed Farzi-Khajeh

“…Results The most efficient strain was selected based on extracellular ChoX-producing ability and characterized as Escherichia fergusonii (E. fergusonii) through molecular and biochemical analysis. …”
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Diversidad genética y contenido de carotenos totales en accesiones de yuca (Manihot esculenta Crantz) Genetic diversity and total carotene content in accessions of the cassava (Man... by Ana Cruz Morillo C., Yacenia Morillo C., Martín Fregene, Hernando Ramírez, Alba Lucía Chávez, Teresa Sánchez, Nelson Morante, Hernán Ceballos L

“…It is an important dietary source for humans in tropical countries. Carotenoids are natural pigments that are widely distributed in the nature, where about 50 of them have provitamin A activity, b-carotene has been the most efficient. …”
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Sustainable Self-Training Pig Detection System with Augmented Single Labeled Target Data for Solving Domain Shift Problem by Junhee Lee, Heechan Chae, Seungwook Son, Jongwoong Seo, Yooil Suh, Jonguk Lee, Yongwha Chung, Daihee Park

“…As global pork consumption rises, livestock farms increasingly adopt deep learning-based automated monitoring systems for efficient pigsty management. Typically, a system applies a pre-trained model on a source domain to a target domain. …”
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Genetic diversity analysis and core collection construction of Phyllanthus emblica based on SSR markers by WANG Jianchao, ZHANG Xiaoyan, ZHANG Lijie, LI Tao, XIE Lixue

“…[Objective] The genetic diversity and core collection construction of Phyllanthus emblica were investigated using SSR molecular markers, in order to provide a scientific basis for preservation, genetic breeding and efficient utilization of the germplasm resources. [Methods] The experimental materials were collected from P. emblica Germplasm Resource Sub-Center, National Tropical Plants Germplasm Resource Center. …”
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Enhancing Device Performance with High Electron Mobility GeSn Materials by Yannik Junk, Omar Concepción, Marvin Frauenrath, Jingxuan Sun, Jin Hee Bae, Florian Bärwolf, Andreas Mai, Jean‐Michel Hartmann, Detlev Grützmacher, Dan Buca, Qing‐Tai Zhao

“…The present results underline the real potential of the GeSn alloys to bring performance and energy efficiency to future nanoelectronics applications.…”
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Fast product release requires active-site water dynamics in carbonic anhydrase by Jin Kyun Kim, Seon Woo Lim, Hannah Jeong, Cheol Lee, Seoyoon Kim, Dong Woo Son, Rajeev Kumar, Jacob T. Andring, Carrie Lomelino, Jennifer L. Wierman, Aina E. Cohen, Tae Joo Shin, Cheol-Min Ghim, Robert McKenna, Byung Hoon Jo, Duyoung Min, Jeong-Mo Choi, Chae Un Kim

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Enhancing resilience and sustainable healthcare supply chains: integrating circular economy and dynamic barrier management by Kartika Nur Alfina, R. M. Chandima Ratnayake, Dermawan Wibisono, Mursyid Hasan Basri, Nur Budi Mulyono

“…This manuscript analyses key barriers to healthcare supply chain efficiency, with a focus on preventing critical product shortages and assessing their impact on sustainability, resilience, and public health. …”
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Effect of different bulking agents on the quality, microbial community structure and metabolic functions during human feces composting in foam composting device by Tianyang Ning, Tianyang Ning, Xiangqun Zheng, Xiangqun Zheng, Jiayin Liang, Jiayin Liang, Weihan Wang, Weihan Wang, Guowei Zhang, Xiaocheng Wei, Xiaocheng Wei, Lu Tan, Lu Tan

“…The metagenomic data analysis reveals significant differences in the abundance of “carbon metabolism” and “microbial metabolism” among different groups, further indicating that the addition of different bulking agents affects the utilization of metabolic products, amino acids, and carbohydrates as carbon sources by microbes in human feces compost. …”
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Room-temperature synthesis of V-doped MIL-100(Fe) bimetallic MOF with superior antibiotics removal performance through the synergistic effect from photocatalysis and Fenton reactio... by Lizhen Lu, Qian Chen, Yu Zhang, Yuan Liang, Zonghe Huang, Haoyu Zhang, Jian-Ku Shang, Chunliang Zhou, Qi Li

“…The photocatalysis–self-Fenton technique combines photocatalysis with the Fenton reaction to utilize photogenerated electrons to sustain the Fe3+/Fe2+ cycle without external H2O2 source or stringent acidic conditions, which could simplify the operation and significantly enhance the organic pollutant degradation efficiency. …”
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Infrared and visible image fusion based on multi-scale transform and sparse low-rank representation by Yangkun Zou, Yangkun Zou, Jiande Wu, Jiande Wu, Bo Ye, Bo Ye, Honggui Cao, Honggui Cao, Jiqi Feng, Zijie Wan, Zijie Wan, Shaoda Yin, Shaoda Yin

“…In order to improve the computational efficiency and learn a universal dictionary, low-pass bands are separated into several image patches using a sliding window prior to sparse and low rank representation. …”
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The development of ideal insertion and deletion (InDel) markers and initial indel map variation in cucumber using re-sequenced data by Jinchang Yang, Pengxu Meng, Hang Mi, Xueying Wang, Jin Yang, Shaohong Fu, Wanzhuo Gong, Ruifan Bao, Wujiao Deng, Haimei Wu, Zhiqin Liu, Sijia Yang, Jixing Ni, Jian Liu, Haoran Shi

“…The ideal InDel markers developed in this study may enhance the efficiency of cucumber breeding for resistance to both biotic and abiotic stresses, as well as scientific research.…”
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USING TED TALKS IN TEACHING ENGLISH FOR SPECIFIC PURPOSES AT UNIVERSITY LEVEL by Vilkhovchenko Nadiia

“…Incorporating TED talks as a teaching tool in English for Specific Purposes can be a highly effective way of promoting active learning in the classroom. TED talks are a source of authentic and relevant topics for students to engage in while providing a more enjoyable and efficient way of learning. …”
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Extraction of Garlic in the North China Plain Using Multi-Feature Combinations from Active and Passive Time Series Data by Chuang Peng, Binglong Gao, Wei Wang, Wenji Zhu, Yongqi Chen, Chao Dong

“…A key factor influencing garlic prices is the planted area, which can be accurately and efficiently determined using remote sensing technology. …”
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Using New York City’s Geographic Data in an Innovative Application of Generative Adversarial Networks (GANs) to Produce Cooling Comparisons of Urban Design by Yuanyuan Li, Lina Zhao, Hao Zheng, Xiaozhou Yang

“…This study takes New York City as a case and systematically investigates small-scale urban cooling strategies by integrating multiple factors, including adjustments to the blue–green ratio, spatial layouts, vegetation composition, building density, building height, and layout typologies. We utilize multi-source geographic data, including LiDAR derived land cover, OpenStreetMap data, and building footprint data, together with LST data retrieved from Landsat imagery, to develop a prediction model based on generative adversarial networks (GANs). …”
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Exploring the Application of Large Language Models Based AI Agents in Leakage Detection of Natural Gas Valve Chambers by Qian Wei, Hongjun Sun, Yin Xu, Zisheng Pang, Feixiang Gao

“…The traditional detection methods highly depend on manpower with large workload and are prone to missed and false alarms, which seriously affects the efficiency and safety of oil and gas production and transportation. …”
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Core Physics Calculation and Analysis for Helium-xenon Cooled Mobile Reactor by WANG Xinhong, KE Guotu, YANG Yi

“…High-temperature gas-cooled reactors, favored for their inherent safety and high conversion efficiency, are widely preferred in the design of mobile reactors. …”

Optimization of α-mangostin and catechins compound extraction from mangosteen skin extract (Garcinia Mangostana L.) as potential antioxidant using combination method of microwaved... by Hakun Wirawasista Aparamarta, Muhammad Rizky Sanjaya, Rigen Azimatarrusydi, Tepy Lindia Nanta, Arief Widjaja, Michael W.Y. Chan

“…Microwave-Assisted Extraction (MAE) combined with Batchwise Solvent Extraction (BSE) was utilized to improve extraction efficiency. The effects of temperature, irradiation time, and solid-to-solvent ratio were systematically evaluated to maximize DPPH scavenging activity, total phenolic content (TPC), and extraction yield. …”
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