Status and opportunities of machine learning applications in obstructive sleep apnea: A narrative review by Matheus Lima Diniz Araujo, Trevor Winger, Samer Ghosn, Carl Saab, Jaideep Srivastava, Louis Kazaglis, Piyush Mathur, Reena Mehra

“…We aim to identify trends and gaps to guide future research and improve clinical decision-making that leverages machine learning. Methods: This narrative review examines data extracted from 254 scientific publications published in the PubMed database between January 2018 and March 2023. …”
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Characteristics and influencing factors of livestock residue nitrogen, phosphorus, and organic matter discharge and spatial distribution of pollution potential: Case study in the Y... by Hong-tao Liu, Jia-yi Hou, Min Deng, Zhi-gang Sun

“…Even low-risk waterways, such as the Yellow River and Xianxian Ditch, posed potential threats to the Bohai Sea. Optimizing breeding scale, flushing intensity, manure cleaning and treatment methods, and farm-river distances can effectively reduce pollution risks.…”
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Vitamin D Insufficiency in Adolescents: Results of Year-Round Screening in Moscow by I. N. Zakharova, T. M. Tvorogova, O. A. Gromova, E. A. Evseyeva, S. I. Lazareva, I. D. Maykova, N. G. Sugyan

“…Diet evaluation demonstrated that children extremely rarely consume fish as the main food source of vitamin D. Conclusions. Special attention should be given to the development of effective methods of correction of low vitamin D status and prevention thereof. …”
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A Comprehensive Review of Crop Chlorophyll Mapping Using Remote Sensing Approaches: Achievements, Limitations, and Future Perspectives by Xuan Li, Bingxue Zhu, Sijia Li, Lushi Liu, Kaishan Song, Jiping Liu

“…Combining physical models with data processing methods, such as artificial intelligence, can improve scalability, cost-effectiveness, and real-time monitoring capabilities.…”
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Implementing Large Language Models in Health Care: Clinician-Focused Review With Interactive Guideline by HongYi Li, Jun-Fen Fu, Andre Python

“…General-purpose LLMs may not perform well in specialized areas as they often require lightweight prompt engineering methods or fine-tuning techniques based on specific datasets to improve model performance. …”
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Spatio-temporal dynamics of net carbon emissions in China's marine fishery: A provincial-level analysis by Mingming Hu, Shaoqiang Nie, Qin Zhu, Tugui Yuan, Wenxiang Zhang

“…Marine fisheries act as both carbon sources and carbon sinks, making them an important component in climate change mitigation strategies. …”
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Effects of autolytical fish protein hydrolysate on growth performance, survival rate, and hematological indices in farmed juvenile beluga, Huso huso by Ali Hosseinpour Zelaty

“…Introduction: Aquaculture's rapid expansion has led to a high demand for fishmeal, a key protein source in aquafeed. To address this, alternatives like fish protein hydrolysates (FPHs) are being investigated. …”
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How to reduce the risk of primary engraftment failure after haploidentical hematopoietic stem cell transplantation in patients with acute myeloid leukemia? by D. K. Zhogolev, S. N. Bondarenko, A. G. Smirnova, Yu. Yu. Vlasova, D. A. Chernyshova, I. S. Moiseev, A. D. Kulagin

“…However, the high incidence of primary graft failure remains a significant challenge. Optimizing transplantation strategies, including the selection of the graft source and modification of conditioning regimens, may improve haplo‑HSCT outcomes.   …”
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Current status and prospects of research on the pollution and treatment technologies of per- and polyfluoroalkyl substances by Xuejiao Tang, He Yang, Xinya Li, Cuiping Wang

“…Additionally, it provides a forward-looking perspective on future research directions, compares the principles, applications, efficiency, and cost-effectiveness of different technologies, and proposes a novel evaluation framework to guide technology selection and optimization. Compared to previous studies, this article offers a more comprehensive and systematic review of PFAS treatment technologies, aiming to serve as a valuable reference for developing advanced PFAS removal methods.…”
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Modeling Worldwide Tree Biodiversity Using Canopy Structure Metrics from Global Ecosystem Dynamics Investigation Data by Jin Xu, Kjirsten Coleman, Volker C. Radeloff, Melissa Songer, Qiongyu Huang

“…Our study provides an efficient and innovative method for using GEDI data to predict global tree species richness. …”
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A novel high-performance supercapacitor based on the innovated ternary CeO2@CoWO4/N-doped graphene nanocomposites by Bahareh Arasteh, Mehdi Shabani-Nooshabadi, Hanieh Ansarinejad

“…The present work used multiple steps method to fabrication the three component CeO2@CoWO4/N-doped graphene (CCNG) as active material for supercapacitor application for the first time. …”
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Quantitative Analysis of Energy Storage Demand in Northeast China Using Gaussian Mixture Clustering Model by Yiwen Yao, Yu Shi, Jing Wang, Zifang Zhang, Xin Xu, Xinhong Wang, Dingheng Wang, Zilai Ou, Zhe Ma

“…The increased share of new energy sources in Northeast China’s power mix has strained grid stability. …”
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Multi-scale remote sensing for sustainable citrus farming: Predicting canopy nitrogen content using UAV-satellite data fusion by Dagan Avioz, Raphael Linker, Eran Raveh, Shahar Baram, Tarin Paz-Kagan

“…Accurate monitoring of nitrogen (N) levels, while accounting for spatiotemporal variability is crucial for optimizing fertilization in citrus orchards. Traditional methods, such as frequent leaf and soil sampling followed by laboratory analysis, are costly, labor-intensive, and prone to human error. …”
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PERAN GURU DALAM MENCIPTAKAN LINGKUNGAN CERDAS BERMEDIA PADA SISWA SD MODEL SLEMAN by Nur Indah Masita Putri, Pratiwi Wahyu Widiarti

“…The validity of the data was tested using source triangulation by comparing the data sources obtained through the interview method. …”
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Ultrasoft Ground Treatment of Vacuum Preloading Combined with Calcium-Based Flocculants by Jin-Kai Yan, Feng Ji, Xia Bian, Gui-Zhong Xu, Lei Liu, Xue-Ling Liu, Jian-Hua Song

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Empowering Sustainability: The Crucial Role of IoT-Enabled Distributed Learning Systems in Reducing Carbon Footprints by Anjana M S, Aryadevi Remanidevi Devidas, Maneesha Vinodini Ramesh

“…Furthermore, the algorithms driving occupant-centric automation and the indoor localization method demonstrate remarkable performance, achieving an efficiency of 92% and an accuracy of 90%, respectively. …”
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Functional expression and secretion of basic fibroblast growth factor in Lactococcus lactis by Pooi Leng Ho, Yu Feng Chua, Jun Ping Quek, Say Kong Ng, Fong Tian Wong, Dave Siak-Wei Ow

“…In this study, we investigate the production of recombinant FGF2 (Fibroblast Growth Factor 2) through secretion in Lactococcus lactis, a Generally Recognized As Safe (GRAS) organism.MethodTo enhance the secretion in L. lactis, we employed the USP45 secretory peptide and secretion propeptide (PP1) in the design of our recombinant FGF2-G3. …”
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Practices for New Research University's Collaborative Collection Development of Print and Electronic Books: A Case Study of SUSTech Library by Feiyan HUANG

“…Integrated management platforms should support the integration of multiple metadata sources and business processes, and have strong knowledge discovery and service capabilities.…”
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Surface display of eugenol oxidase and dioxygenase complex as a sustainable biocatalyst for efficient bioconversion of lignin-derived 4-n-propylguaiacol to vanillin by Yongqing Tian, Yige Yang, Minmin Ni, Jing Wo

“…Conclusions This work provided a generalized approach to co-expressing proteins and offered an efficient, eco-friendly, and renewable method for the biosynthesis of vanillin from 4-PG.…”
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Study on the Effect of EICP Combined with Nano-SiO₂ and Soil Stabilizer on Improving Loess Surface Strength by Xueyan Wang, Bo Wang, Yili Yuan, Tao Yang, Guojie Dong, Chen Shi

“…This study evaluated the urease activity of soybean and sword bean at different temperatures to screen the optimal enzyme source for enzyme-induced carbonate precipitation (EICP). …”
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