Residual capsule network with threshold convolution and attention mechanism for forest fire detection using UAV imagery by Soufiane Ben Othman, Obaid Ali

“…Evaluated on a comprehensive UAV-sourced dataset of 14,140 images, ResCaps-TC-Attn-Fire achieves an impressive 99.78% accuracy, 99.7% precision, and 99.8% recall, surpassing existing methods like YOLOv3 (85.2%), ABi-LSTM (96.2%), and Enhanced YOLOv8n (99.0%). …”
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Enhanced HER-2 prediction in breast cancer through synergistic integration of deep learning, ultrasound radiomics, and clinical data by Meijuan Hu, Lianying Zhang, Xiao Wang, Xuehua Xiao

“…We included ultrasound images and clinicopathologic data from 210 female breast cancer patients, employing a Generative Adversarial Network (GAN) to enhance image clarity and segment the region of interest (ROI) for Radiomics feature extraction. Features were optimized through Z-score normalization and various statistical methods. …”
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Financial Mechanism of Development of Innovative Territorial Clusters by A. V. Bogoviz, M. Ya. Veselovskiy, E. S. Kutukova, Y. V. Ragulina

“…In modern conditions intensify competition for limited financial resources that can be devoted to innovation, there is the issue of allocation of optimal ratio of sources as one of the most important criteria for the effectiveness of regional clusters in the implementation of real investment projects of innovation orientation. …”
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Machine learning and spatio-temporal analysis of meteorological factors on waterborne diseases in Bangladesh. by Arman Hossain Chowdhury, Md Siddikur Rahman

“…Therefore, this study aimed to fill this gap by investigating the spatio-temporal pattern and identifying the best tree-based ML models for determining the meteorological factors associated with waterborne diseases in Bangladesh.<h4>Methods</h4>This study used district-level reported cases of waterborne diseases (cholera, amoebiasis, typhoid and hepatitis A) obtained from the Bangladesh Bureau of Statistics (BBS) and meteorological data (temperature, relative humidity, wind speed, and precipitation) sourced from NASA for the period spanning 2017 to 2020. …”
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Fractional Order PID Based Five-Step Li-Ion Battery Charger in Plug-in Hybrid Electric Vehicles by Manikandan M., Mohamed Shuaib Y.

“…To achieve this goal, the study reviews state-of-the-art energy sources, storage devices, power converters, and control strategies used in electric vehicles (EVs). …”
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Impact of artificial intelligence-driven urban renewal strategies green economic efficiency and resident health in China by Jing Peng, Xin Fu, Yufan Peng, Yang Ding

“…It further explores how industrial structure rationalization, upgrading, and technological innovation capacity moderate these effects, aiming to provide actionable insights for sustainable urban governance.MethodsTo account for potential policy spillover effects, the study adopts a Difference-in-Differences (DID) approach integrated with a Spatial Durbin Model (SDM). …”
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The Therapeutic Potential of Cannabidiol in the Management of Temporomandibular Disorders and Orofacial Pain by Karolina Walczyńska-Dragon, Anna Kurek-Górecka, Jakub Fiegler-Rudol, Aleksandra Nitecka-Buchta, Stefan Baron

“…Relevant studies were sourced from PubMed, Scopus, and Web of Science databases. …”
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Technical and Economic Assessment of Technologies for Forage Land Improvement by A. V. Lavrov, A. Kh. Tekushev, S. A. Davydova

“…(Research purpose) The paper aims to conduct a comparative assessment of the technical and economic indicators of traditional, intensive, and high technologies, as well as machine complexes, for forage crop production. (Materials and methods) The study is based on scientific publications from 2011 to 2022 that focus on the improvement of natural lands for forage crop production, as well as on analytical and information materials, and other available sources. …”
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Enhancing Power Quality in Grid-Integrated Hybrid Renewable Energy System using ANFIS-FBSO by Singh Manpreet, Singh Lakhwinder

“…To assess the efficacy of the proposed technique, various cases are analysed and compared with existing methods.…”
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Socio-cultural determinants of health-seeking behaviour on the Kenyan coast: a qualitative study. by Amina Abubakar, Anneloes Van Baar, Ronald Fischer, Grace Bomu, Joseph K Gona, Charles R Newton

“…<h4>Methods and results</h4>Health-seeking behaviour, and the factors influencing this behaviour, were examined in two traditional communities. …”
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The effect of acceptance and commitment therapy on depression in parents of children with special needs: a meta-analysis by Wei Wang, Haoran He

“…Additionally, it examined the moderating effects of geographic and cultural contexts, intervention parameters, and types of children’s diseases.MethodsA systematic search was conducted in PubMed, Web of Science, and the Cochrane Library. …”
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Revealing the challenges and efforts of routine immunization coverage in Nigeria by Tolulope Joseph Ogunniyi

“…Therefore, this study revealed the challenges and efforts associated with RI program in Nigeria and the way forward. Methods In this perspective article, I conducted searches and extracted relevant information from publicly available sources such as Google Scholar, Pubmed, and grey literature. …”
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Association between out-of-pocket health expenditure and the disease burden of diabetes mellitus: insights from GBD 2021 by Luyou Dong, Zhifu Dong

“…This study analyzes the relationship between out-of-pocket (OOP) expenditure levels and the disease burden of diabetes mellitus, provides evidence-based recommendations for optimizing OOP expenditure strategies, and seeks to uncover any potential impact of healthcare inequalities on the disease burden of diabetes mellitus.MethodsThis cross-sectional study was performed among 36 countries with varying percentages of OOP payments from Health System in Transition. …”
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The Effect of Gut Microbiome, Neurotransmitters, and Digital Insights in Autism by Victoria Bamicha, Pantelis Pergantis, Athanasios Drigas

“…At the same time, it captures the role of digital technology in diagnosing and intervening in autism, which is mainly related to the individual subjects under study. Methods: The current research employs an exploratory review to provide a concise overview of the complex neuronal functions associated with neurotransmitter action and the homeostasis mechanisms that allow the brain and the human body to survive and perform optimally. …”
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Selection of Ceiling Fans for the Microclimate System of Livestock Facilities by A. V. Kuzmichev, D. A. Tikhomirov, A. V. Khimenko

“…Calculated dependencies and recommendations were provided for determining the optimal number of ceiling fans needed to equalize the air temperature along the room height.…”
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Dental zirconia residuals recycling: processes, applications, and future perspectives: a scoping review by Ahmed Yaseen Alqutaibi, Hatem Hazzaa Hamadallah, Aseel Mohammed Aloufi, Ayman Thamer Alharbi, Rawan Mohammed Alaydaa, Mohammed Ahmed Alghauli

“…Further, the review evaluates the potential applications of recycled zirconia in dentistry. Methods This scoping review followed PRISMA-ScR guidelines. …”
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FLASH radiotherapy: bridging revolutionary mechanisms and clinical frontiers in cancer treatment – a narrative review by Jae Sik Kim, Hak Jae Kim

“…Challenges for clinical implementation include technical issues in dosimetry accuracy at ultra-high dose rates, adaptations in treatment planning systems, beam delivery methods, and economic considerations due to specialized equipment requirements. …”
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Bypassing of primary healthcare for emergency departments in Saudi Arabia: A systematic review by Muminat O. Ahmad

“…The review identified 401 studies from database searches and 8 additional records from other sources, totaling 409 records. Following a thorough review, 22 studies were included in the final review. …”
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Design Methodology of LLC Resonant Converter for PV-Powered Li-Ion Battery Charger by Ahmed Y. Farag, Mohamed Rabah, Khaled A. El-Metwally, Abdelmomen Mahgoub

“…By accounting for the unique characteristics of PV sources and Li-ion batteries, the proposed approach achieves a narrow variation in PV voltage, which results in a narrow converter gain range and enables a more optimal LLC converter design. …”
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Towards a Circular Economy: Government Policy in Waste Management Based on the 3R Concept in Makassar City, Indonesia by Nurul Akramila, Fatmawati A. Mappasere, Abdul Mahsyar

“…Qualitative research methods were used in this study. The data sources of this research were collected through interviews, observations, and study of relevant documents. …”
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