An Exploration of Stakeholders’ Perspectives in the Seventh National Conference on the Integration of Medical Education into the Healthcare System in Iran by Soleiman Ahmady, Gholamreza Hassanzadeh, Ali Namaki, Masomeh Kalantarion, Sara Shahbazi, Amin Habibi, Somaye Sohrabi, Samane Babaei, Sara Bagheri

“…Key findings emphasized transitioning to functional integration, maintaining curricula relevancy to societal priorities, and aligning research with public health needs.Conclusion: The conference facilitated knowledge sharing and networking among participants on integrating medical education and healthcare systems. …”
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Harnessing single-cell and multi-omics insights: STING pathway-based predictive signature for immunotherapy response in lung adenocarcinoma by Yang Ding, Dingli Wang, Dali Yan, Jun Fan, Zongli Ding, Lei Xue

“…Cell-cell communication analysis demonstrated enhanced interaction networks in high-STING-score cells, particularly evident in fibroblasts and endothelial cells. …”
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Integrative profiling of lung cancer biomarkers EGFR, ALK, KRAS, and PD-1 with emphasis on nanomaterials-assisted immunomodulation and targeted therapy by Li Peng, Hongmei Li, Wencai Yan, Yingjie Liu, Haihao Zhu, Yingcai Hong

“…Protein–protein interaction (PPI) networks were constructed via STRING to explore functional associations and signaling networks. …”
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N88S seipin-related seipinopathy is a lipidopathy associated with loss of iron homeostasis by Mariana O. Ribeiro, Mafalda Oliveira, Verónica Nogueira, Vítor Costa, Vitor Teixeira

“…Differentially expressed proteins were categorized into functional networks to highlight altered protein functions and signaling pathways. …”
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Enhancing Care Coordination in Oncology and Nononcology Thoracic Surgery Care Pathways Through a Digital Health Solution: Mixed Methods Study by Véronique Nabelsi, Véronique Plouffe

“…We conducted 27 semistructured interviews with HCPs and managers to better understand the care pathways. …”
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Hierarchical Reinforcement Learning with Automatic Curriculum Generation for Unmanned Combat Aerial Vehicle Tactical Decision-Making in Autonomous Air Combat by Yang Li, Wenhan Dong, Pin Zhang, Hengang Zhai, Guangqi Li

“…Furthermore, a novel automatic curriculum generation mechanism based on Wasserstein Generative Adversarial Networks (WGANs) is introduced to enhance training efficiency and adaptability to diverse initial combat conditions. …”
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Assessment of surgical capacity and productivity in high-volume Ethiopian hospitals: mixed method study by Amare Hailekiros Gebregzi, Elubabor Buno Teko, Abiy Dawit Tantu, Natinael Tesfaye Jale, Genanaw Kassie Getahun, Yohannes Molla Asemu

“…While 80% of hospitals reported adequate infrastructure, site observations revealed functional inconsistencies in PACU design, sterilization units, and equipment availability. …”
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Exploring the interplay between LDHA and ABCC1 in breast cancer using computational approach by Bader Alshehri

“…Functional enrichment and pathway analyses were conducted using Enrichr for Gene Ontology (GO) and KEGG pathways. …”
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Emergency Medicine as a Medical Speciality in Nigeria: Challenges and Prospects by Wahab Yinusa

“…In addition, the central government should create public awareness, improve road networks, provide funding, and establish collaboration with local and international organisations.…”
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An investigation of SMART Recovery: protocol for a longitudinal cohort study of individuals making a new recovery attempt from alcohol use disorder by John F Kelly, Samuel A Levy, Bettina B Hoeppner

“…Mediational variables include social networks; coping skills; self-efficacy; impulsivity. …”
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Fed-DPSDG-WGAN: Differentially Private Synthetic Data Generation for Loan Default Prediction via Federated Wasserstein GAN by Padmaja Ramachandra, Santhi Vaithiyanathan

“…Lenders typically conduct thorough credit checks to mitigate credit default risk before lending money. …”
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Community services for children and youth with behavioral problems and in conflict with the law: The idea and realization of a day care center by Gajić Miona, Hrnčić Jasna, Vučinić-Jovanović Marija

“…Funding, availability and cross-sector networking continue to be a challenge in the implementation and functioning of day care. …”
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Genome-wide identification and gene expression analysis of the malate dehydrogenase (MDH) gene family in Eucalyptus grandis by Yifan Xing, Yifan Xing, Huiming Xu, Deming Yang, Lichuan Deng, Guolong Li, Guolong Li, Zhixin Zhao, Zhixin Zhao, Zhaohua Lu, Liuyin Ma, Guangyou Li

“…Malate dehydrogenases are pivotal in plant metabolism and stress responses, yet their evolutionary dynamics and functional diversification in woody angiosperms remain underexplored. …”
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Hypoxic preconditioning modulates BDNF signaling to alleviate depression-like behaviors in mice and its whole transcriptome sequencing analysis by Lizhu Chen, Xujie Wang, Xiaoe Jia, Rengui Bade, Xiaolei Liu, Shuyuan Jiang, Yabin Xie, Wei Xie, Manhai Gao, Guo Shao

“…Functional enrichment analysis revealed that these genes are related to synapses, neurogenesis and neurotrophin signaling. …”
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Assessing vaccine hesitancy and health literacy using a new Italian vaccine confidence index and a modified Italian medical term recognition test: A cross-sectional survey on Itali... by Guglielmo Arzilli, Lorenzo Stacchini, Virginia Casigliani, Sara Mazzilli, Francesco Aquino, Aurea Oradini-Alacreu, Beatrice Bruni, Filippo Quattrone, Francesca Papini, Daniele Sironi, Andrea Davide Porretta, Gaetano Pierpaolo Privitera, Caterina Rizzo, Lara Tavoschi, Pier Luigi Lopalco

“…Health literacy was functional for 91.2% of participants, but knowledge about vaccine-preventable diseases was generally low. …”
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Dual Strategy of Electroless Metal Deposition and Surface Silylation Toward Scalable Low-Temperature Hybrid Bonding for Advanced Packaging Applications by Zambaga Otgonbayar, Jeoung Han Kim, Jinsung Rho, Jeong-Chul Kim, Jungchul Noh, Jeonghun Kim, Seong-Ho Yoon, Chang-Min Yoon

“…Conclusively, the SiO2 surface was modified with (3-aminopropyl)triethoxysilane (APTES), which formed strong covalent networks through silane polymerization, enhancing adhesion at the dielectric interface. …”
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Spatial transcriptomics reveals Inhba/Smad2/E2f4 axis in Lrp2high thecal cell proliferation in androgen-induced PCOS mice by Man Luo, Man Luo, Xiaona Tian, Li Li, Guomei Zhang, Wenzhi Liu, Linlin Mei, Haoran Li, Xiaoyan You, Dongmei Zhang, Mengsi Zhou, Mengsi Zhou, Cheng Xiao, Cheng Xiao, Jianping Ye, Jianping Ye, Xiaofeng Yang, Xiaofeng Yang

“…Differential expression analysis, pathway enrichment, and spatial co-localization were performed to identify regulatory networks. Functional assays were conducted in cultured TCs using siRNA-mediated knockdown of target genes, and cell proliferation and cell cycle progression were evaluated using EdU incorporation and flow cytometry.ResultsSpatial transcriptomic profiling revealed widespread transcriptional changes in the ovaries of PCOS mice, including a marked expansion of a TCs subpopulation with high Lrp2 expression. …”
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Trait-mediated responses and co-occurrence patterns of breeding steppe birds under human footprint in Inner Mongolia by Wenyu Xu, Chunlu Wang, Yanqi Wang, Xi Yang, Lishi Zhang, Piotr Tryjanowski, Frédéric Jiguet, Zheng Han, Haitao Wang

“…This study investigates how human impacts affect the distribution and community structure of breeding steppe birds in Inner Mongolia, a biodiversity hotspot in Asia. We conducted standardized point-count surveys across a gradient from intact grasslands to urbanized areas, integrating species occurrence data, functional traits and the Human Footprint Index (HFI). …”
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Genome-wide identification of starch metabolism gene families in Potentilla anserina and the expression pattern in response to abiotic stress factors by Yangmiao Jiao, Qin He, Xu Li, Yang Chen, Tingting Tian, Liang Cao, Zaiqi Zhang

“…Moreover, numerous biological processes and regulatory networks are involved in the synthesis and accumulation of starch. …”
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Sport commitment among children and adolescent through the lens of theory of organismic integration: A systematic literature review by Anna Pavlova

“…The initial data collection was conducted in the academic databases Scopus and Web of Science using formal searches. …”
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