Demand, utilization, and supply of community smart senior care services for older people in China by Ruobing Fa, Shengxuan Jin, Peng Fan, Fengyuan Tang, Qian Jin, Changqing Wang

“…In this study, we aimed to identify the types of demand and utilization of smart senior care services among Chinese older adults to understand their diverse characteristics and the factors that facilitate certain behaviors. We also analyzed the imbalance between supply and demand for smart senior care services and explored the factors influencing it, thereby providing a reference for optimizing smart senior services. …”
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Ab Initio Investigation on the Magnetic Moments, Magnetocrystalline Anisotropy and Curie Temperature of Fe₂P-Based Magnets by Stephan Erdmann, Halil İbrahim Sözen, Thorsten Klüner

“…Nonetheless, to preserve a high MAE, the extent of substitution should be optimized.…”
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Peculiarities of synthesis and bactericidal properties of nanosilver in colloidal solutions, SiO₂ films and in the textile structure: a review by A. M. Eremenko, I. S. Petryk, Y. P. Mukha, N. V. Vityuk, N. P. Smirnova, A. D. Rudenko

“…To prevent aggregation of NPs obtained by the method of chemical reduction in solution, the optimal ratio of two stabilizers based on surfactants and polymer at their minimum concentration was found, namely NaBH4 as a reductant and polyvinylpyrrolidone + sodium dodecyl sulfate as binary stabilizer of Ag NPs, with bactericidal activity of 99 % and stability for more than 3 years. …”
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Post-Anesthesia Care Unit (PACU) readiness predictions using machine learning: a comparative study of algorithms by Shahnam Sedigh Maroufi, Maryam Soleimani Movahed, Azar Ejmalian, Maryam Sarkhosh, Ali Behmanesh

“…In the second approach, RF recorded an AUC of 0.85 (99.5% CI: 0.81–0.89) and accuracy of 0.86 (99.5% CI: 0.82–0.90) per staff evaluations, with ANN also showing strong results (AUC = 0.88, 99.5% CI: 0.84–0.92; accuracy = 0.78, 99.5% CI: 0.74–0.82). …”
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Evaluating and Forecasting the Probability of Lightning Occurrence in Rasht City by Afsaneh Ghasemi, Jamil Amanollahi

“…The main purpose of this study was to use recorded ground data from the occurrence and non-occurrence of lightning (binary data) and the effect of related meteorological parameters (temperature, relative humidity, cloudy, wind speed, wind direction, pressure air and previous day's lightning) to estimate the probability of lightning occurrence in future using data mining (trees and neural network models) and evaluate and determine the optimal model to reduce future damage. 2-Materials and Methods In this study, binary data of lightning and atmospheric parameters (temperature, relative humidity, cloudy, wind speed, wind direction, pressure air and previous day's lightning) were obtained from Rasht Meteorological Station during the years 2012-2018. …”
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Enhanced fire hazard detection in solar power plants: an integrated UAV, AI, and SCADA-based approach by Andrii Lysyi, Anatoliy Sachenko, Pavlo Radiuk, Mykola Lysyi, Oleksandr Melnychenko, Oleksii Ishchuk, Oleg Savenko

“…This included not only obvious faults but also "stealthy," damage-induced hotspots where the primary safety mechanism (the bypass diode) had failed. …”
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Treatment Planning Strategies for Interstitial Ultrasound Ablation of Prostate Cancer by Pragya Gupta, Tamas Heffter, Muhammad Zubair, I-Chow Hsu, E. Clif Burdette, Chris J. Diederich

“…., Tthres = 52 °C) at the treatment margin, emulating placement of invasive temperature sensing, can be applied for pilot-point feedback control to improve conformality of thermal ablation. Also, binary power control (e.g., Treg = 45 °C) can be applied which will regulate the applied power level to maintain the surrounding temperature to a safe limit or maximum threshold until the set heating time. …”
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Isolation and identification of an alginate lyase-producing marine bacterium strain and its enzymological characteristics by TANG Haiqing, OU Changrong, ZHENG Xiaodong

“…Alginate polysaccharide produced by marine brown algae or certain Gram-negative bacteria is a linear anionic binary copolymer of β-D-mannuronic acid (M) and α-L-guluronic acid (G) residues. …”
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A Radiogenomic Deep Ensemble Learning Model for Identifying Radionecrosis Following Brain Metastases (BM) Stereotactic Radiosurgery in Patients With Non-small Cell Lung Cancer BM by Jingtong Zhao, MS, Eugene Vaios, MD, MBA, Evan Calabrese, MD, PhD, Zhenyu Yang, PhD, Scott Robertson, PhD, John Ginn, PhD, Ke Lu, PhD, Fang-Fang Yin, PhD, Zachary Reitman, MD, PhD, John Kirkpatrick, MD, PhD, Scott Floyd, MD, PhD, Peter Fecci, MD, PhD, Chunhao Wang, PhD

“…We employed our positional encoding method to optimally fuse the low-dimensional clinical/genomic features with the high-dimensional image features. …”
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Dynamic association of serum albumin changes with inflammation, nutritional status and clinical outcomes: a secondary analysis of a large prospective observational cohort study by Yonghao Li, Liru Chen, Xin Yang, Hongyuan Cui, Zijian Li, Wei Chen, Hanping Shi, Mingwei Zhu

“…Significant ALB decline was also strongly associated with worsened nutritional status, weight loss at discharge, exacerbated gastrointestinal symptoms, functional impairments, and edema (P < 0.001 for all). …”
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Cervical elastography at 18 to 23 weeks to predict spontaneous preterm birth in individuals with a history of preterm birthAJOG Global Reports at a Glance by Miranda K. Kiefer, DO, Jessica R. Russo, RDMS, Pamela M. Foy, MS, RDMS, Jiqiang Wu, MSc, Mark B. Landon, MD, Heather A. Frey, MD, MSCI

“…Transvaginal cervical length was also measured as an exposure to compare the current standard of care and accepted cutpoint of 25 mm alongside the E-cervix parameters. …”
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Assessment of photoreceptor recovery and visual function utilizing adaptive optics and microperimetry in patients with surgically closed macular holes by Yuanyuan Liu, Xueli Yang, Wei Zhou, Jinguo Yu, Song Chen, Tiangeng He, Caiyun You, Xiangda Meng, Mengyu Liao, Yi Lei, Hua Yan

“…This study highlights the role of photoreceptor density and migration in achieving optimal visual function post-surgery for MH closure.…”
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Re-use of Building Products in the Netherlands by Loriane Icibaci

“…The weight, size, and practical challenges to deconstruct buildings are also factors affecting the harvest of such products. …”
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Determination of Phenolic Compounds from Lignin Decomposition Products in Marine Sediments by Ultra-High Performance Liquid Chromatography-High Resolution Mass Spectrometry by Jianbo YANG, Junhui CHEN, Xiuping HE, Jiuming WANG, Ming XIN, Xia SUN, Baodong WANG

“…BACKGROUNDLignin is an important component of marine organic carbon. It is also an important biomarker for extracting information on the evolution of the land and marine environment and tracking the source of organic marine matter. …”
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Digital augmentation of aftercare for patients with anorexia nervosa: the TRIANGLE RCT and economic evaluation by Janet Treasure, Katie Rowlands, Valentina Cardi, Suman Ambwani, David McDaid, Jodie Lord, Danielle Clark Bryan, Pamela Macdonald, Eva Bonin, Ulrike Schmidt, Jon Arcelus, Amy Harrison, Sabine Landau

“…Materials for patients included a toolkit (in written and video vignette form). Patients were also invited to a biweekly anonymous chat group. …”
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