SGO enhanced random forest and extreme gradient boosting framework for heart disease prediction by Anima Naik, Ghanshyam G. Tejani, Seyed Jalaleddin Mousavirad

“…Furthermore, external validation using independent or real-time clinical data was not performed, which may limit the generalizability of the results. …”
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Financial toxicity and firearm injury: exploring financial needs of participants in a hospital-based violence intervention program by Ana M Reyes, Carlene McKenzie, Meghan Scott, Christopher R Haggerty, Julie Y Valenzuela

“…A qualitative thematic analysis of social worker notes was performed. Quantitative data were analyzed with descriptive statistics and χ2 tests for association.Results 103 patients were enrolled in the program. …”
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Human Umbilical Cord Mesenchymal Stem Cells Attenuate Severe Burn-Induced Multiple Organ Injury via Potentiating IGF-1 and BCL-2/BAX Pathway by Hongyu Wang, Te Ba, Qiong Wang, Longlong Yang, Chenyi Li, Xingxia Hao, Yue Yin, Lingying Liu

“…The hUCMSCs transplantation can attenuate severe burn-induced early organ injuries and protect multiorgan functions by encouraging migration of hUCMSCs with blood circulation and increasing protective cytokine IGF-1 level and regulating BCL-2/BAX pathway of these vital organs. Furthermore, these data might provide the theoretical foundation for further clinical applications of hUCMSCs in burn areas.…”
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Motor Temperature Observer for Four-Mass Thermal Model Based Rolling Mills by Boris M. Loginov, Stanislav S. Voronin, Roman A. Lisovskiy, Vadim R. Khramshin, Liudmila V. Radionova

“…The authors have also provided recommendations on expanded industrial applications of the research results.…”
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Study on Thermal Deformation Behavior and Thermal Processing Map of a New Al-Li Alloy by Daoqi Chen, Xinyang Han, Yinggan Zhang, Yan Liu, Junfeng Chen

“…Based on the dynamic materials model, a constitutive equation was established by analyzing the stress–strain data under various thermal deformation conditions. …”
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Advancements and global perspectives in the green synthesis of silver nanoparticles: A two-decade analysis by Islam Hamad, Shereen M. Aleidi, Walhan Alshaer, Shrouq Twal, Mona Al Olabi, Yasser Bustanji

“…Bibliometric research analyzes systematic literary data statistically. This study used bibliometric indicators to examine, map, and evaluate global green synthesis research output on AgNPs. …”
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Towards quantifying exfiltration from in situ sanitary sewer pipes by John F. Griffith, Joshua A. Steele, Adriana Gonzalez-Fernández, Kenneth C. Schiff

“…This study represents an initial effort at measuring exfiltration from in situ sanitary pipes. Future applications of this methodology should focus on method optimization, measurements at additional locations, and expanding measurements to collect data from additional types of pipe to better understand the geographic portability of the method and the relationship between exfiltration rates, pipe material, and pipe age.…”
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Genotype, Ethnicity, and Drug–Drug Interaction Modeling as Means of Verifying Transporter Biomarker PBPK Model: The Coproporphyrin‐I Story by Yuki Ujihira, Shawn Pei Feng Tan, Daniel Scotcher, Aleksandra Galetin

“…The CP‐I PBPK model successfully predicted CP‐I plasma baseline from 731 subjects, with 97% of predictions within 1.5‐fold of the observed data. Prediction of weak, moderate, and strong OATP1B‐mediated interactions with probenecid, low‐dose cyclosporine, and rifampicin, respectively, was evaluated with 21 datasets. …”
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Amphibians reveal unexpectedly large differences in potential climate change responses among ecologically similar habitat specialists by Sky T. Button, Donald J. Brown, Jonah Piovia-Scott

“…Lastly, species-tailored variables (e.g., stream or cliff-face seep refugial properties) had consistently high explanatory power, yet many lacked the necessary data to forecast future species’ trajectories, highlighting an important future research need.…”
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Comprehensive Probabilistic Analysis and Practical Implications of Rainfall Distribution in Pakistan by Fahad Haseeb, Shahid Ali, Naveed Ahmed, Nassir Alarifi, Youssef M. Youssef

“…This study presents a comprehensive methodology for evaluating rainfall probability distributions across Pakistan, and aims to create a probabilistic zoning map that could serve as a valuable resource to inform the development of strategies for efficient water resource management and improved flood resilience in diverse climatic and geographic conditions. Precipitation data from the Pakistan Meteorological Department (PMD) over 42 years were compared with CHIRPS, confirming their accuracy. …”
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Enhance health evidence quality in classification tasks: A triangulation approach utilizing case-based reasoning and process features by Ruihua Guo, Ross Smith, Qifan Chen, Angus Ritchie, Simon Poon

“…Unlike clinical trials, real-world data used in ML are often gathered for multiple purposes, leading to bias and missing information for a specific classification task. …”
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DySCo: A general framework for dynamic functional connectivity. by Giuseppe de Alteriis, Oliver Sherwood, Alessandro Ciaramella, Robert Leech, Joana Cabral, Federico E Turkheimer, Paul Expert

“…DySCo provides a single framework that allows to: (1) Use dFC as a tool to capture the spatio-temporal interaction patterns of data in a form that is easily translatable across different imaging modalities. (2) Provide a comprehensive set of measures to quantify the properties and evolution of dFC over time: the amount of connectivity, the similarity between matrices, and their informational complexity. …”
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Comparative effects of aerobic walking and resistance exercise on cognitive function in older adults: A quasi-experimental study by Ganang Fandrian, Muchsin Dowes, Hanik Liskustyawati

“…Further research is required to confirm the impact on non-exercise participants, cultural applicability, and populations with comorbidities. …”
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Turkish validity and reliability study of the simulation self-report cognitive load measurement tool 2.0 by Hilal Yıldız Çelik, Esra Uğur

“…Clinical trial number Not applicable.…”
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Effects of Refrigerated Storage on the Physicochemical, Color and Rheological Properties of Selected Honey by Joanna Piepiórka-Stepuk, Monika Sterczyńska, Marta Stachnik, Piotr Pawłowski

“…This accelerated crystallization may have practical applications in the production of creamed honey, where controlled crystal formation is essential for achieving a smooth, spreadable texture.…”
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Heat propagation phenomenon of compressed natural gas /air premixed laminar flame impinging on a flat surface by Kashinath Dhamudia, Shambhu Kumar Mahato, Raushan Kumar Singh, Amit Kumar, Santosh Kumar Panda, Mithilesh Kumar Sahu, S M Mozammil Hasnain, Rustem Zairov

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Assessing the impact of IFRS 9’s Expected Credit Loss model on capital allocation in Jordanian banks by Mohammad Fawzi Shubita, Faez Hlail Srayyih, Sinan Abdullah Harjan, Dua’a Shubita, Majd Munir Iskandrani

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Soil water repellency of two disturbed soils contaminated with different agricultural microplastics tested under controlled laboratory conditions by Železnikar Špela, Drobne Damjana, Hočevar Matej, Noč Matic, Pintar Marina

“…Our findings reveal that both, soil type and MP type significantly influence SWR, where there are notable differences observed between bio-based (Starch based) and non-bio-based (LDPE and PBAT) plastics’ effects on SWR in the two tested soil types. Data highlights the distinct behaviour of Starch in altering soil hydrophobicity, prominently different from the impact of both PBAT and LDPE. …”
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Rotations of teeth—a systematic review by Ramya Parthiban, Vignesh Kailasam, Nivetha Shree Venkatasamy

“…The exclusion criteria were patients who had undergone orthodontic treatment, who had fractured restorations or crowns, or who had any other tooth anomaly.Data collection and analysisIn total, 10 studies satisfying the inclusion criteria were included and 9 provided quantitative outcomes for the rotation of various teeth, while the remaining study offered qualitative results. …”
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Exploring Scandinavian approaches to defense budget transparency in Ukraine: A theoretical review of opportunities and challenges by Yuliia Petlenko, Ganna Kharlamova, Vincentas Rolandas Giedraitis, Andriy Stavytskyy, Erstida Ulvidienė

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