Impact of social isolation during the COVID-19 pandemic on the mental health of university students and recommendations for the post-pandemic period: A systematic review by Tamiris Beppler Martins, Joaquim Henrique Lorenzetti Branco, Taís Beppler Martins, Gilmar Moraes Santos, Alexandro Andrade

“…Post-pandemic interventions should prioritize fostering healthy habits, such as ensuring quality sleep, engaging in moderate physical activity, and raising mental health awareness. Additionally, universities should implement proactive support systems to cultivate a safe and inclusive environment for students.…”
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WGCAMNet: Wasserstein Generative Adversarial Network Augmented and Custom Attention Mechanism Based Deep Neural Network for Enhanced Brain Tumor Detection and Classification by Fatema Binte Alam, Tahasin Ahmed Fahim, Md Asef, Md Azad Hossain, M. Ali Akber Dewan

“…A Wasserstein Generative Adversarial Network was implemented to generate synthetic images to address class imbalance, resulting in a balanced and consistent dataset. …”
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CO44 | First interlaboratory validation workshop of immunofluorescence microscopy on the peripheral blood smear for recognizing patients with inherited platelet disorders

“…Even in this multicenter setting, the technique provided reproducible results. Additional training is expected to further increase the sensitivity and specificity of this approach. …”
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Evaluating Supervised Learning Classifier Performance for OFDM Communication in AWGN-Impacted Systems by Lavanya Vaishnavi D A, Anil Kumar C

“…The data to be transmitted is modulated and subjected to a kind of gaussian noise which is additive in nature and visible throughout the channel making it as noisy channel. …”
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Potencialidades hídricas superficiais de Fernando de Noronha, PE, e alternativas para incremento da oferta Surface water availability in Fernando de Noronha, PE, and alternatives f... by Abelardo A. A. Montenegro, Mateus R. Ribeiro, Suzana M. G. L. Montenegro, Marcus M. Corrêa, Thais E. M. Santos

“…In this sense, five representative small basins of the area were delimited and characterized, and effective precipitation was estimated by the Curve Number Method. Additionally, the infiltration characteristics of the main soil types were investigated. …”
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Current strategies on kidney regeneration using tissue engineering approaches: a systematic review by Parham Torabinavid, Mohammad Hossein Khosropanah, Ashkan Azimzadeh, Abdol-Mohammad Kajbafzadeh

“…While periodic dialysis is beneficial, it can negatively impact a patient’s quality of life and does not fully replicate the secretory functions of the kidneys. Additionally, the scarcity of organ donors and complications associated with organ transplants have underscored the importance of tissue engineering. …”
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Data Obfuscation Through Latent Space Projection for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection by Mahesh Vaijainthymala Krishnamoorthy

“…We validated LSP through comprehensive experiments on benchmark datasets and implemented 2 real-world case studies: a health care application focusing on cancer diagnosis and a financial services application analyzing fraud detection. …”
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Fatigue life prediction of hoist drum-rail contact pair based on digital twin by Michael A Zhuravkov, Mikhail A Nikolaitchik, Zengcheng Wang, Guangbin Yu

“…The solutions developed were tested and implemented in the practice of one of the operating mining enterprises and showed their high efficiency.…”
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Spatial differences, dynamic evolution and influencing factors of the coupling and coordination relationship between health resources allocation and health service utilization in C... by Xiaomin Xu, Zilin Han, Qing Liang, Mengmeng Hu, Qiaoli Chen, Wenli Fang, Zhangman Ma, Sixian Zhou, Zhicheng Liu, Xiangyang Gong

“…Conclusions This study investigates the spatiotemporal evolution and influencing factors of CCD, suggesting that governments adopt differentiated strategies to enhance CCD and offering a theoretical foundation for implementing the "Healthy China" strategy.…”
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Benefits of the Global Integration Method (Método de Integração Global - MIG) in functional priorities of parents of Brazilian children and adolescents with autism spectrum disorde... by Amanda Aparecida Alves Cunha Nascimento, Deisiane Oliveira Souto, Thalita Karla Flores Cruz, Arthur Felipe Barroso de Lima, Gabriela Silva Oliveira, Vitor Geraldi Haase

“…Additionally, this study aimed to evaluate changes in parents’ performance and satisfaction with functional priorities after intervention with the Global Integration Method (Métodode Integração Global - MIG). …”
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Effectiveness of the voluntary disclosure of corporate information and its commitment to climate change by F.G. Arredondo Trapero, E.M. Guerra Leal, J. Kim

“…BACKGROUND AND OBJECTIVES: Although governments and companies have been implementing various measures, such as technological innovation, new emissions regulations, and policies to reduce greenhouse gas emissions, it seems that global warming is not decreasing. …”
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The ongoing impact of policy documents on the pandemic based on the framework of the “4Rs” theory and policy tools: in China by Lili Wang, Xueying Li, Zhuojun Ye, Shiwen Zhang, Xiaoyu Zhang, Limei Jing

“…During the Coronavirus Disease 2019 (COVID-19) pandemic, Shanghai and Shenzhen implemented region-specific measures tailored to local conditions, reflecting China’s overarching control strategy. …”
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Community health volunteer support for regular blood pressure monitoring in Indonesia: spatial regression models by Mayumi Mizutani, Sofi Oktaviani, Harumi Bando, Heri Sugiarto, Ritsuko Nishide, Susumu Tanimura

“…To explore the spatially adjusted relationships between regular blood pressure monitoring and 16 CHV traits, ordinary regression and spatial regression models were employed. Additionally, geographically weighted regression (GWR) was implemented to examine geographical variations in the strength of these associations. …”
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How, why, where and when people feed birds?—Spatio‐temporal changes in bird‐feeding in Finland by Purabi Deshpande, Anna Haukka, Katja Rönkä, Tuomas Aivelo, Andrea Santangeli, Rose Thorogood, Aleksi Lehikoinen

“…However, what motivates changes in bird‐feeding habits remains largely unknown, despite the ‘provisioners’ perspective’ being critical for designing and implementing policy that benefits both animals and people. …”
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Transforming palm oil production: sustainable techniques and waste management strategies for Cameroon's smallholder farmers by Lacour M. Ayompe, Raymond N. Nkongho, Raymond N. Nkongho, Ada N. Acobta, Ada N. Acobta, Cargele Masso, Benis N. Egoh, Benis N. Egoh

“…The waste-management framework demonstrates that palm oil mill residues and effluents can be transformed into organic fertilizers, biogas, bioethanol, and biocomposites, unlocking additional revenue streams and closing nutrient loops.DiscussionImplementing these frameworks requires strengthening certification schemes, capacity-building, and targeted smallholder support to overcome financial and technical barriers. …”
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CART-ANOVA-Based Transfer Learning Approach for Seven Distinct Tumor Classification Schemes with Generalization Capability by Shiraz Afzal, Muhammad Rauf, Shahzad Ashraf, Shahrin Bin Md Ayob, Zeeshan Ahmad Arfeen

“…This approach ensures robust and precise parameter tuning by evaluating the interaction effects between hyperparameters, such as batch size and learning rate, rather than relying solely on grid or random search. Additionally, it implements seven distinct classification schemes for brain tumors, aimed at improving diagnostic accuracy and robustness. …”
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Global, regional, and national burden of orofacial clefts, 1990–2021: an analysis of data from the global burden of disease study 2021 by Zhenghao Wang, Weikun Qi, Yiru Chen, Feng Niu

“…The age-standardized incidence rate (ASIR) was 3.0 per 100,000 (95% UI: 2.2–3.9), while age-standardized deaths rate (ASDR) of 0 per 100,000 (95% UI: 0–0.1). Additionally, age-standardized DALYs rate was 5.8 per 100,000 (95% UI: 3.5–9.8). …”
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Predictors of depression among caregivers of children with malnutrition in Gedeo zone public hospitals, Southern Ethiopia: case-control study by Biazin Yenealem Mekuriaw, Alemayehu Molla, Misrak Negash, Tadese Teferi, Endashaw Habtamu, Mastewal Aschale, Aklile Tsega

“…Additionally, enhancing caregiver education, reducing unemployment, strengthening social support systems, preventing stunted physical growth, and boosting parents’ financial stability with malnourished children are essential strategies for sustainable improvement.…”
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Climate risks, multi-tier medical insurance systems, and health inequality: evidence from China’s middle-aged and elderly populations by Hongyan Yang, Yang Yang, Dequan Li

“…Our study emphasizes the critical role of reforming the existing social medical insurance system and implementing climate policies to protect the health of elderly populations.…”
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Privacy-aware relationship semantics–based XACML access control model for electronic health records in hybrid cloud by Tehsin Kanwal, Ather Abdul Jabbar, Adeel Anjum, Saif UR Malik, Abid Khan, Naveed Ahmad, Umar Manzoor, Muhammad Naeem Shahzad, Muhammad A Balubaid

“…A comprehensive and exploratory analysis of privacy-preserving solutions revealed that most current systems do not support fine-grained access control or consider additional factors such as privacy preservation and relationship semantics. …”
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