Development and validation of an interpretable multi-task model to predict outcomes in patients with rhabdomyolysis: a multicenter retrospective cohort studyResearch in context by Chunli Liu, Jie Shi, Fengjuan Wang, Duo Li, Yu Luo, Bofan Yang, Yunlong Zhao, Li Zhang, Dingwei Yang, Heng Jin, Jie Song, Xiaoqin Guo, Haojun Fan, Qi Lv

“…Methods: We conducted a retrospective study using three data sources: the eICU Collaborative Research Database (eICU-CRD), the Medical Information Mart for Intensive Care IV (MIMIC-IV), and electronic medical records from four tertiary hospitals in China. …”
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Effect of Petiveria alliacea leaf extract and its active components on heart muscle cell apoptosis induced by hyperglycemia by Nurmawati Fatimah, Sri Agus Sudjarwo, Arifa Mustika, Suharjono Suharjono, Jusak Nugraha, Hari Basuki Notobroto, Rochmah Kurnijasanti, Reny I'tishom, Wibi Riawan, Alphania Rahniayu

“…Therefore, it is necessary to conduct research on the potential for new drug sources with minimal side effects. Traditional medicine empirically uses the plant Petiveria alliacea. …”
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Overview of garlic waste management, circular economy and upcycling by Juan Pablo Heredia Martín, Daniela Andrea Ramairez, Alejandra Beatriz Camargo

“… • Current Disposal Methods: Garlic by-products are often disposed of through landfilling or burning, causing environmental pollution and resource loss…”
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Assessing academic impact through a bibliometrics analysis: Gastroesophageal reflux disease in the context of obesity treatment and bariatric surgery by Akbayan Imanbayeva, Bazylbek Zhakiev, Asset Yelemessov, Kairat Adaibayev, Kymbat Tussupkaliyeva, Dulat Turebayev, Saltanat Urazova, Laura Mamesheva, Alireza Afshar

“…Results: The analysis encompassed 257 documents from 82 sources, with 6192 total citations and an 8.2% annual growth rate in publications. …”
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Should South Asian Stock Market Investors Think Globally? Investigating Safe Haven Properties and Hedging Effectiveness by Md. Abu Issa Gazi, Md. Nahiduzzaman, Sanjoy Kumar Sarker, Mohammad Bin Amin, Md. Ahsan Kabir, Fadoua Kouki, Abdul Rahman bin S Senathirajah, László Erdey

“…Additionally, global green assets, specifically green bond assets, are more reliable sources to ensure the safest investment for South Asian investors. …”
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PEDAGOGICAL VALUE OF THE COMMUNICATION AS A PROFESSIONAL ETHICAL PHENOMENON IN THE EDUCATION OF DENTISTS STUDENTS by R.M. Khopta

“…The doctor must owns such methods as a persuasion and a suggestion in his daily professional activities and be able to establish emotional or business contact in communication with patients and colleagues. …”
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Spatiotemporal differentiation and evolution trend of green and low-carbon development performance in the National Major Strategic Regions by CHEN Minghua, SHI Nan, ZHANG Bianxiu, XIE Linxiao

“…Supervariable density difference was the main source of spatial difference. Structural differences mainly depended on technological progress differences, input factors, and undesired output productivity differences. …”
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The Role of Photodynamic Therapy Mediated by Natural Photosensitisers in the Management of Peri-Implantitis: A Systematic Review by Aleksandra Warakomska, Jakub Fiegler-Rudol, Magdalena Kubizna, Dariusz Skaba, Rafał Wiench

“…<b>Objectives</b>: This systematic review aimed to evaluate the antimicrobial efficacy, clinical outcomes, and safety of PDT mediated by natural photosensitizers in the treatment of peri-implantitis and to identify optimal protocols regarding photosensitizer concentrations, light source parameters, and application techniques. …”
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The impact of water hyacinth biochar on maize growth and soil properties: The influence of pyrolysis temperature by Ashenafei Gezahegn, Yihenew G. Selassie, Getachew Agegnehu, Solomon Addisu, Fekremariam Asargew Mihretie, Yudai Kohira, Mekuanint Lewoyehu, Shinjiro Sato

“…Our study concludes that pyrolysis temperature significantly governs the effectiveness of biochar produced from a specific biomass source.…”
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Effectiveness Test of Granulated Bioinsecticide Formulation from Avocado Seed Extract Against Aedes aegypti Larvae by Rahmi Amir, Amrin, Bastiana, Tatiana, Fitriana, Nirwana, Faisal Syarief

“…Further research should focus on optimizing the formulation, conducting field trials, and evaluating potential environmental impacts to maximize its practical applicability.  …”
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A Deep Learning Framework for Using Search Engine Data to Predict Influenza-Like Illness and Distinguish Epidemic and Nonepidemic Seasons: Multifeature Time Series Analysis by Ji Li, Xiangyu Yan, Xingjie Chu, Ying Zhang, Guoliang Liu, Lin Li, Yue Li, Xiaochun Dong, Zihan Mei, Zhengkun Liu, Jinyue Yuan, Xiaohan Sun, Chunxia Cao

“…Web-based search data are recognized as a valuable source for forecasting influenza or other respiratory tract infection epidemics. …”
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Study on the inversion and spatiotemporal variation mechanism of soil salinization at multiple depths in typical oases in arid areas: A case study of Wei-Ku Oasis by Jinming Zhang, Jianli Ding, Zihan Zhang, Jinjie Wang, Xu Zeng, Xiangyu Ge

“…Understanding the spatiotemporal characteristics of soil salinity and its driving factors is essential for formulating more scientific and rational irrigation strategies and remediation methods. Taking the Wei-Ku Oasis, a typical arid region oasis, as an example, this study uses Landsat remote sensing imagery as the data source, incorporating soil salinity field measurements over a decade, employing the Bootstrap Soft Shrinkage(BOSS) algorithm to select feature variables, and building soil salinity inversion models at various depths through a Convolutional Neural Networks and Long Short-Term Memory networks (CNN-LSTM) framework. …”
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Definition of metafounders based on population structure analysis by Christine Anglhuber, Christian Edel, Eduardo C. G. Pimentel, Reiner Emmerling, Kay-Uwe Götz, Georg Thaller

“…Methods Using software to detect population stratification (ADMIXTURE), we developed an iterative approach. …”
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Uncovering the bequeathing potential of apoptotic mesenchymal stem cells via small extracellular vesicles for its enhanced immunomodulatory and regenerative ability by Meenakshi Mendiratta, Mohini Mendiratta, Yashvi Sharma, Ranjit Kumar Sahoo, Neena Malhotra, Sujata Mohanty

“…This study explores a novel approach to enhance the immunomodulatory potential of MSC-sEVs through apoptosis induction and optimal tissue source to ensure consistent and improved clinical outcomes. …”
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Multi-Component Remote Sensing for Mapping Buried Water Pipelines by John Lioumbas, Thomas Spahos, Aikaterini Christodoulou, Ioannis Mitzias, Panagiota Stournara, Ioannis Kavouras, Alexandros Mentes, Nopi Theodoridou, Agis Papadopoulos

“…Accurate localization of buried water pipelines in rural areas is crucial for maintenance and leak management but is often hindered by outdated maps and the limitations of traditional geophysical methods. This study aimed to develop and validate a multi-source remote-sensing workflow, integrating UAV (unmanned aerial vehicle)-borne near-infrared (NIR) surveys, multi-temporal Sentinel-2 imagery, and historical Google Earth orthophotos to precisely map pipeline locations and establish a surface baseline for future monitoring. …”
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Effects of dietary faba bean (Vicia faba L.) inclusion on carcass characteristics, meat quality, and blood biochemistry in Awassi lambs by Belal S. Obeidat, Nawras L. Al Shabuol, Linda Alyahya

“…The observed improvements in meat tenderness, protein content, and color, along with unchanged blood profiles, support the use of FBs as a viable and sustainable protein source in lamb production. Future studies should investigate the long-term effects, consumer acceptance, and optimal inclusion rates across various breeds and production systems.…”
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Experiences and Expectations of Immigrant and Nonimmigrant Older Adults Regarding eHealth Services: Qualitative Interview Study by Maedeh Ghorbanian Zolbin, Sari Kujala, Isto Huvila

“… BackgroundThe emergence of eHealth services could contribute to improving individuals’ quality of life by optimizing effective and efficient care. However, various challenges might limit some older adults’ use of eHealth services. …”
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GIS-Based 'Banua Siaga' Platform for Enhancing Disaster Preparedness Through Health Post Mapping in Palu by Budiman Budiman, Ahmad Yani, Fatmawati Fatmawati

“…The research process includes data source verification, user needs analysis through surveys and interviews, platform design and development, and quality control through expert reviews and usability testing. …”
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Spatiotemporal Variations in Human Activity Intensity Along the Qinghai–Tibet Railway and Analysis of Its Decoupling Process from Ecological Environment Quality Changes by Fengli Zou, Qingwu Hu, Lei Liao, Yuqi Liu, Haidong Li, Xujie Zhang

“…Scientifically and accurately assessing the interaction between changes in human activity intensity and the surrounding ecological environment along the Qinghai–Tibet Railway is of great significance for the optimized construction of the railway and the restoration of the regional ecological environment. …”
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QTL-based dissection of three key quality attributes in maize using double haploid populations by Zitian He, Jianping Wang, Jianping Wang, Jialei Li, Jianwei Li, Lei Chen, Xiaolei Zhang, Xiaolei Zhang

“…Understanding the genetic basis of these quality traits significantly contributes to improving maize yield and optimizing end-use quality. While previous studies have explored the genetic basis of these traits, further investigation into the quantitative trait loci (QTL) responsible for variations in starch content, oil content, and lysine content still requires additional attention.MethodsDouble haploid (DH) populations were developed via a nested association mapping (NAM) design. …”
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