Silicon-Enhanced PVA Hydrogels in Flexible Sensors: Mechanism, Applications, and Recycling by Xiaolei Guo, Hao Zhang, Manman Wu, Zhan Tian, Yanru Chen, Rui Bao, Jinghao Hao, Xiao Cheng, Chuanjian Zhou

“…Moreover, at the end of its life (EOL), the sensor waste can be repurposed as an adsorbent material for metal ions in water treatment, achieving the recycling of hydrogel materials and maximizing resource utilization.…”
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Design of Big Data Intelligent Operation and Maintenance Platform for Urban Rail Transit Signaling System by ZHANG Chong, HUANG Mengtao, AI Xin

“…The application of this platform reduces data redundancy within the signaling system, simplifies the complexity of maintaining signal equipment information, enhances resource utilization, and improves the convenience for maintenance personnel in data reviewing.…”
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A Methodological and Structural Review of Parkinson’s Disease Detection Across Diverse Data Modalities by Abu Saleh Musa Miah, Taro Suzuki, Jungpil Shin

“…Parkinson’s Disease (PD) is a progressive neurological disorder that primarily affects motor functions and can lead to mild cognitive impairment (MCI) and dementia in its advanced stages. …”
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Development of a warning model for drug-induced liver injury in the older patients by Qiaozhi Hu, Qiaozhi Hu, Xiaoqi Li, Xiaoqi Li, Dan Zou, Zhiyao He, Zhiyao He, Ting Xu

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A Digital Software Support Platform for Hyperthyroidism Management in South Korea: Markov Simulation Model-Based Cost-Effectiveness Analysis by Jung Hyun Kim, Jaeyong Shin, Man S Kim, Jae Hoon Moon

“… Abstract BackgroundThe integration of wearable technology for heart rate monitoring offers potential advancements in managing hyperthyroidism by providing a feasible way to track thyroid function. Although digital health solutions are gaining traction in various chronic conditions, their cost-effectiveness in hyperthyroidism management requires deeper investigation. …”
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Activity-based costing for HIV, primary care and nutrition services in low- and middle-income countries: A systematic literature review and synthesis by Diana Bowser, Anna Sombrio, Neto Coulibaly, Noah Mark

“…ABC studies are critical for understanding the quantities and unit costs of the activities and resources for specific cost functions. The results of ABC studies enable governments, funders, and policymakers to utilize costing results to make efficient, cost-effective decisions on how to allocate scarce resources…”
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Transportation Mode Selection Using Reinforcement Learning in Simulation of Urban Mobility by Mehmet Bilge Han Taş, Kemal Özkan, İnci Sarıçiçek, Ahmet Yazici

“…This plays a crucial role in ensuring the efficient utilization of time and resources to achieve the desired objectives. …”
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Genome-Wide Identification and Comprehensive Characterization of Luffa Sucrose Phosphate Synthase Gene Family and Revealing <i>LaSPS3/4</i>’s Role in Drought Resistance by Xiaocheng Tian, Jianting Liu, Guoliang He, Fei Yan, Hanyi Wang, Liujing Huang, Yeqiu Yin, Shaolong Sun, Chongjian Ma, Guoping Wang, Haisheng Zhu, Hongbo Zhao

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Spatiotemporal characteristics of the apparent optical spectrum in the coastal waters of Leizhou Peninsula and their comparative analysis by Yongze Li, Xia Chai, Fengcheng Guo, Xiong Sun, Zhaohui Cheng, Dongyang Fu, Dazhao Liu, Dazhao Liu

“…IntroductionThe coastal waters of the Leizhou Peninsula, as an important ecological transition zone in the northern South China Sea, face water quality issues that urgently require effective monitoring methods.MethodsBased on data from 188 stations across four seasons from 2020-2024, this study innovatively proposes a quantile statistical classification method based on mean and standard deviation, and compares results with typical bays at similar latitudes globally.ResultsThe research classifies regional water spectral types into four categories: Type I (17.22%) with high reflection narrow peaks at 570 nm; Type II (35.10%) featuring broad peaks at 540-560 nm; Type III (27.81%) showing gentle distribution across 500-570 nm; and Type IV (19.87%) with decreasing reflectance as wavelength increases, peaking around 500 nm.DiscussionResults indicate this region is dominated by mixed turbid waters (Types II and III accounting for 62.91%), providing scientific basis for water quality monitoring, aquaculture planning, algal bloom identification, and marine functional zoning, thus promoting regional marine ecological protection and sustainable resource utilization.…”
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Decoding Infection and Transmission: Deciphering the mystery of infectious diseases from data-based research by Jun Cao, Lubin Jiang, Louis H. Miller

“…Infectious disease itself is results of multifactorial effects, and a multidisciplinary research field. How to utilize multi-resource data for infectious disease prevention and control remains a great challenge in the current information age and big data era. …”
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Ethics of Sensor-Based Surveillance of People with Dementia in Clinical Practice by Jacob Lahr, Nicole Schulze, Larissa N. Wüst, Claus Beisbart, Lena C. Bruhin, Marcello Ienca, Tobias Nef, Manuel Trachsel, Stefan Klöppel

“…Sensor-based surveillance technology (SST) is increasingly employed in the care of people with dementia (PwD) in hospitals, nursing homes, and home care. With improved functionality and availability of SST, there will likely be a growing utilization in clinical settings. …”
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Immediate versus Delayed Sequential Bilateral Cataract Surgery: A Systematic Review and Meta-Analysis. by Monali S Malvankar-Mehta, Yufeng Nancy Chen, Sangita Patel, Angela Pui-Kei Leung, Man Mohan Merchea, William G Hodge

“…The results for utility score, which were measured using various instruments, indicated non-significant improvement in the utility due to DSBCS compared to ISBCS. …”
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Soil phosphorus crisis in the Tibetan alpine permafrost region by Jiangtao Hong, Bo Pang, Lirong Zhao, Shumiao Shu, Puyu Feng, Fang Liu, Ziyin Du, Xiaodan Wang

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Bioactivity and Structural Characterization of Soluble Dietary Fiber from Lyophyllum decastes by HE Shanshan, LIU Liping, LIU Yanfang, FENG Jie, WANG Guangqiang, WANG Wenhan, ZHANG Jinsong

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Grid-connected PV inverter system control optimization using Grey Wolf optimized PID controller by Monika Gupta, P. M. Tiwari, R. K. Viral, Ashish Shrivastava, Basem Abu Zneid, Iryna Hunko

“…The system architecture, simulated in MATLAB/Simulink, comprises a 50 kW PV array with a boost converter employing an Incremental Conductance (INC) Maximum Power Point Tracking (MPPT) algorithm, a three-phase voltage source inverter, RLC filters, and a dual-loop (voltage and current) control system synchronized with the utility grid through a Phase-Locked Loop (PLL). …”
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Write-rite: Enhancing Handwriting Visualization Proficiency in Dysgraphic Children by Norsafinar Rahim

“…The study emphasized the importance of offering instructional support to educators, thereby enabling the proficient utilization of technology-assisted resources to aid dysgraphic children. …”
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A 5-year examination of CAPABLE implementation using RE-AIM and CFIR frameworks by Deborah L. Paone, Deborah L. Paone, Jeanne W. Schuller, Matthew Lee Smith, Matthew Lee Smith, Laura N. Gitlin, Sarah L. Szanton

“…CAPABLE is an evidence-based 4-to-6-month program that improves daily function of older adults and modifies their home environments in modest ways to support their goal attainment. …”
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Sustainable optimization of high specific surface area Spartina alterniflora biochar for Rhodamine B removal and mechanism by Weiling Yu, Zhouyun Xie, Ni Zhang, Li Tang, Jingfen Xia, Jien Ye, Xuran Liu, Dongbo Wang, Guojing Yang

“…These results underscore the viability of KBC as a promising candidate for water purification, demonstrating its potential to eliminate RhB from polluted waters for sustainable cleanup efforts effectively and the resource utilization of waste.…”
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Integrating FPGA-Based Acceleration in Industrial Motion Control System by Claudio Rubattu, Antonio Ledda, Francesco Ratto, Chaitanya Jugade, Dip Goswami, Francesca Palumbo

“…Moreover, the resulting accelerator performance and resource utilization demonstrate the possibility of reaching state-of-the-art metrics of handwritten hardware designs while allowing for higher abstraction and productivity of the design process.…”
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Recent advances in additive manufacturing for solar cell based on organic/inorganic hybrid materials by Ziyue Ju, Ruichan Lv, Anees A. Ansari, Jun Lin

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