Predictive Modeling of Long-Term Care Needs in Traumatic Brain Injury Patients Using Machine Learning by Tee-Tau Eric Nyam, Kuan-Chi Tu, Nai-Ching Chen, Che-Chuan Wang, Chung-Feng Liu, Ching-Lung Kuo, Jen-Chieh Liao

“…Background: Traumatic brain injury (TBI) research often focuses on mortality rates or functional recovery, yet the critical need for long-term care among patients dependent on institutional or Respiratory Care Ward (RCW) support remains underexplored. …”
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Multifaceted investigations of PSMB8 provides insights into prognostic prediction and immunological target in thyroid carcinoma. by Yulou Luo, Yinghui Ye, Yilina Saibaidoula, Yuting Zhang, Yan Chen

“…Transcriptomic profiles and clinical data of patients with THCA were retrieved from The Cancer Genome Atlas (TCGA) database to facilitate comprehensive analysis. Complementary resources from additional online databases were utilized to augment the study. …”
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Transgenic Drosophila for Investigating DUX4 and FRG1, Two Genes Associated with Facioscapulohumeral Muscular Dystrophy (FSHD). by Takako I Jones, Megan Parilla, Peter L Jones

“…These transgenic Drosophila lines provide resources to dissect the pathways affected by DUX4-fl or FRG1 in a genetically tractable organism and may provide insight into both muscle development and pathogenic mechanisms in FSHD.…”
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Contribution of health system governance in delivering primary health care services for universal health coverage: A scoping review. by Resham B Khatri, Aklilu Endalamaw, Daniel Erku, Eskinder Wolka, Frehiwot Nigatu, Anteneh Zewdie, Yibeltal Assefa

“…<h4>Conclusion</h4>PHC service delivery is closely linked to HSG functions, which include formulating strategic policies and plans responsive to evolving epidemiological and demographic needs, utilizing digital tools, decentralizing resources, and fostering multisectoral actions. …”
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High-quality bonds: serine acetyltransferase 2 gene revealed by GWAS is associated with grain protein content in spring durum wheat by Aleksey Ermolaev, Ludmila Bespalova, Varvara Korobkova, Aleksey Yanovsky, Lubov Nazarova, Aleksandra Kroupina, Anastasia Chernook, Aleksandra Mudrova, Viktoria Voronezhskaya, Viktoria Voronezhskaya, Pavel Kroupin, Gennady Karlov, Mikhail Divashuk, Mikhail Divashuk

“…This study provides actionable genetic resources for breeding high-protein spring durum wheat genotypes.…”
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Prediction of teaching quality in the context of smart education: application of multimodal data fusion and complex network topology structure by Chunzhong Li, Chenglan Liu, Wenliang Ju, Yuanquan Zhong, Yonghui Li

“…Firstly, the article utilized a score management system and intelligent cameras to collect multimodal learning data; then, the original signal was decomposed into detail layers and approximation layers of different frequencies using wavelet transform, and high-frequency detail layers were processed for denoising through threshold functions; afterwards, in order to reduce the network size and parameters, attention mechanism was applied to screen the input features of the neural network; using students, teachers, and learning resources as network nodes, the connections between nodes were analyzed and a complex network topology structure was constructed; then, attention mechanism was used to fuse multimodal data, assigning different weights to each modality, integrating educational information, and highlighting key information in the prediction task. …”
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Plant-based chitosan for the development of biodegradable packaging materials by Adity Bahndral, Rafeeya Shams, Pintu Choudhary

“…Chitosan, a cationic carbohydrate polymer derived from animal or marine sources, as well as from agricultural waste such as mushrooms or various fungi possesses excellent properties such as film formation, mechanical strength, non-toxicity, biodegradability, edibility, UV-blocking ability, antioxidant activity, and antibacterial functionality, justifying its potential as packaging/coating material for fresh agricultural products. …”
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Natural Hydroxybenzoic and Hydroxycinnamic Acids Derivatives: Mechanisms of Action and Therapeutic Applications by Sergio López-Herrador, Julia Corral-Sarasa, Pilar González-García, Yaco Morillas-Morota, Enrica Olivieri, Laura Jiménez-Sánchez, María Elena Díaz-Casado

“…Their biological properties are distinctive, as they combine antioxidant, anti-inflammatory, and metabolic functions, which can be utilized for therapeutic purposes in humans. …”
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Logistics Analysis of the Supply Chain for Forest Biomass in Slovakia by Gejdoš Miloš, Hitka Miloš

“…After establishing the optimization structure, it is also necessary to ensure the operational functionality and continuous biomass supply.…”
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Genomic and algorithm-based predictive risk assessment models for benzene exposure by Minyun Jiang, Minyun Jiang, Na Cai, Na Cai, Juan Hu, Lei Han, Lei Han, Fanwei Xu, Baoli Zhu, Baoli Zhu, Baoli Zhu, Baoli Zhu, Boshen Wang

“…Utilizing R software, we performed an initial screen for differentially expressed genes (DEGs), which was followed by the enrichment analyses to elucidate the affected functions and pathways. …”
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Construction of consumer satisfaction evaluation index system for green products based on online comments. by Changlu Zhang, Zihao Wei, Jian Zhang, Liqian Tang

“…The findings reveal that consumers prioritize functionality, service quality, aesthetic appeal, pricing, logistics, and installation in their evaluations. …”
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Integrative analysis of seed morphology, geographic origin, and genetic structure in Medicago with implications for breeding and conservation by Seunghyun Lim, Sunchung Park, Insuck Baek, Jacob Botkin, Jae Hee Jang, Seok Min Hong, Brian M. Irish, Moon S. Kim, Lyndel W. Meinhardt, Shaun J. Curtin, Ezekiel Ahn

“…The identified candidate genes associated with geographic origin provide a foundation for future investigations into the functional mechanisms of local adaptation. Furthermore, our imputation method offers a valuable data for maximizing the utility of genomic resources in Medicago and other species.…”
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Tracking the Construction Land Expansion and Its Dynamics of Ho Chi Minh City Metropolitan Area in Vietnam by Yutian Liang, Jie Zhang, Wei Sun, Zijing Guo, Shangqian Li

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Properties and computational insights of catalysts based on amide linked polymer for photo-Fenton remediation of Rhodamine B dye by Asmaa M Fahim, Khadiga Mohamed Abas

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Integrating geographic information systems into veterinary education within the one health framework: an interdisciplinary approach by Antonio Contreras, Víctor Cuevas, Jorge Rivera-Gomis, Jorge Rivera-Gomis, Antonio Sánchez, Pelayo Acevedo, Joaquin Vicente

“…Using open-access tools, we designed a series of tutorials, manuals, and exercises with graduated levels of complexity. These resources were based on real and simulated epidemiological datasets and focused on topics relevant to animal and public health. …”
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255 The impact of a personal cancer diagnosis on adolescent and young adult cancer survivors’ social connectedness: A qualitative analysis by Pooja Rao, Joel E Segel, Kristin Bingen, Katie A Devine, Allison M Scott, Laura M Koehly, Ashton M Verdery, Courtney L Rumbaugh, Emily Wasserman, Heather J Costigan, Smita Dandekar, Kevin Rakszawski, Natthapol Songdej, George F Blackall, Monali Vasekar, Seema Naik, Eugene J. Lengerich, Lauren J Van Scoy

“…Qualitative interviewers utilized an interview guide to conduct individual participant interviews. …”
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Causal relationship between breast cancer and acute myeloid leukemia based on two-sample bidirectional Mendelian randomization and transcriptome overlap analysis by Xin’an Pan, Cuihan Huang, Xinyi Bai, Fei Li

“…Additionally, we applied the Bayesian Weighted Mendelian Randomization (BWMR) approach to validate the results of the MR analysis. Subsequently, we utilized RNA-seq data from various sources to explore the potential molecular signaling pathways between breast cancer and AML. …”
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Solid State Transformers: A Review—Part I: Stages of Conversion and Topologies by Dragoș-Mihail Predescu, Ștefan-George Roșu

“…In addition to magnetic circuit reduction, SSTs provide enhanced functionalities such as power factor correction, voltage regulation, and the capability to interface with various sources and loads. …”
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Identification and comparative analysis of genes in response to cold stress between two mainly cultivated tetraploid cottons by QI Bowen, GUO Menglan, LU Hejun, MEI Huan, ZHAO Ting, FANG Lei

“…In order to further explore the genes related to cold tolerance in cotton, we utilized transcriptome sequencing of leaf tissues of TM-1 (Gossypium hirsutum) and Hai7124 (G. barbadense) under cold treatment (4 ℃) and the control treatment (28 ℃) at different stages to compare and analyze their differences in cold tolerance related gene’s functions, expression patterns, and metabolic pathways. …”
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How to Pick a Neuroprotective Drug in Stroke Without Losing Your Mind? by Joseph S. Tauskela, Nicolas Blondeau

“…Given the current limitations in resources, and the numerous strategies that have been proposed to take advantage of clinical and preclinical methodological improvements, we suggest that in vitro studies involving subjecting the most sensitive cells—neurons—to oxygen–glucose deprivation (OGD) can be used to resolve among the many possibilities. …”
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