MULTI-MODEL STACK ENSEMBLE DEEP LEARNING APPROACH FOR MULTI-DISEASE PREDICTION IN HEALTHCARE APPLICATION by Bhaskar Adepu, T. Archana

“…These datasets serve two functions: improving illness prediction and examining large data reservoirs to identify previously unknown disease patterns. Leveraging deep learning models, it becomes feasible to detect and forecast the early stages of numerous diseases based on individual health conditions. …”
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Finding the Context of High‐Risk Behavioral Factors and the Effectiveness of Addiction Treatment Centers in Preventing the Transmission of Hepatitis C Virus Among Injecting Drug Ad... by Neda Asadi, Sirous Pourkhajoei

“…The studied IDUs reported minor rate of risky injecting and sexual behavior after participation in MMT program. …”
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Investigating the Photocatalytic Behavior of Manganese-Zinc Ferrite and the Effect of Its Concentration on the Degradation of Methylene Blue in the Presence of Visible Light by S. Shahedi, S. Hasani, Z. Daneshfar, A.R. Mashreghi, Z. Zoghaghi

“…The results demonstrated that the presence of these nanoparticles significantly affected the degradation rate of methylene blue. Ultimately, the findings indicated that the addition of 0.1 g/lit of these nanoparticles yielded the most effective results, achieving approximately 87.25% degradation in 12 h.…”
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A novel Swin transformer based framework for speech recognition for dysarthria by Rabbia Mahum, Ismaila Ganiyu, Lotfi Hidri, Ahmed M. El-Sherbeeny, Haseeb Hassan

“…However, the false positive rate is high due to the varying nature of speech and environmental factors such as background noise. …”
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Stress in autism (STREAM): A study protocol on the role of circadian activity, sleep quality and sensory reactivity. by Clara C Gernert, Christine M Falter-Wagner, Valdas Noreika, Barbara Jachs, Nazia Jassim, Kathryn Gibbs, Joaquim Streicher, Hannah Betts, Tristan A Bekinschtein

“…Diurnal tracking of heart rate and electrodermal activity through wearables will serve as proxies of stress. …”
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Children’s Drawing and Graphic Development: An Empirical Study of the Developmental Stages According to Lowenfeld by Paula Gil-Ruiz, Victoria Martinez-Verez, William Ospina Toro, Walter Castañeda Marulanda

“…This study analyzed the validity of Viktor Lowenfeld’s developmental model in children aged 3 to 5 years, assessing whether the stages proposed by the author correspond to the patterns of graphic representation currently observed. …”
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Exploring tomato farmers’ knowledge and adaptation practices to climate change: Insights from Chinsali district, Zambia by Francis Kabwe Mwamba, Lawrencia Taimolo, Shadreck Chinyanta, Joseph Mphande, Enock Siankwilimba, Pharoah Collins Sianangama, Oliver Jolezya Hasimuna

“…While 64.9% of respondents were highly aware of climate change, mainly informed by radio, only 5.5% rated their knowledge as very good. Farmers reported noticeable shifts in temperature and rainfall patterns and relied on measures such as drought-resistant seeds and irrigation systems. …”
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Estimating the Demand for Ambulances in Traffic Accidents by Manoochehr Babanezhad, Hassan Khorsha, Ali Mohajervatan, Ali Choori

“…According to the examination of traffic collision data, the demand rate is greater during the daytime compared to nighttime. …”
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Examination of an iPSC model of human eye development reveals progressive emergence of critical embryonic cell types by Maria R. Replogle, Xiaolong Ma, Chien-Wei Lin, Elena V. Semina

“…Cluster-specific interrogation of eye disease-associated genes demonstrated dynamic temporal patterns and enrichment in relevant developing cell types. …”
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Population structure and density of a new invasive species Rangia cuneata in the Szczecin Lagoon (Odra/Oder estuary, Poland) by Przemysław Czerniejewski, Jarosław Dąbrowski, Adam Brysiewicz, Krzysztof Formicki

“…Given the R. cuneata’s invasive potential and its fast rate of colonization of new areas, it would be prudent to monitor this population and the species migration patterns across the estuary waters of the western Baltic.…”
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Predictive Modeling of Yoga's Impact on Venous Clinical Severity Scoring Using Gaussian Process Classification and Advanced Optimization Algorithms by Yazdan Ashgevari, Faranak Kazemi

“…The study focuses on individuals diagnosed with VCSS, using machine learning to analyze complex patterns in their clinical severity ratings before and during yoga practice. …”
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Benchmarking Mentorship: Creating and Validating a Quality Scale for ELT Mentors by Ali Kondori, Mitra Zeraatpishe, Hamid Ashraf, Khalil Motallebzadeh

“…Based on this interview, relevant constructs were extracted, patterns were identified, and items were determined. …”
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Unsupervised Binary Classifier-Based Object Detection Algorithm with Integrated Background Subtraction Suitable for Use with Aerial Imagery by Gabija Veličkaitė, Ignas Daugėla, Ivan Suzdalev

“…However, the overall accuracy reached 65%, due to a higher rate of false positives—an expected trade-off when maximizing recall. …”
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Using Cuckoo Search Algorithm to Predict Corporate Financial Risks and Alleviate Economic Uncertainty by Muqiao Cai

“…The system’s dynamic learning capabilities identify patterns connected to company failures and financial decline. …”
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THE USE OF ENOXAPARIN IN ACUTE CORONARY SYNDROME by E. A. Smirnova, S. S. Yakushin

“…The article discusses the choice of anticoagulant in different patterns of acute coronary syndrome (ACS). According to current recommendations three groups of agents are used as anticoagulants in ACS: unfractionated heparin (UFH) and low molecular weight heparin (LMWH), fondaparinux, and bivalirudin. …”
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Purifying selection shapes the dynamics of P-element invasion in Drosophila simulans populations by Anna M. Langmüller, Benjamin C. Haller, Viola Nolte, Christian Schlötterer

“…However, the inference of purifying selection against deleterious TE insertions from the patterns observed in natural populations is challenged by the confounding effects of demographic events, such as population bottlenecks and migration. …”
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Natural Products for Drug Discovery in Cognitive Disabilities: Bibliometric Hotspots, Research Trends, Conceptual Framework, and Future Directions by Mohammed Albratty, Maryam Halawi, Ali Mufraih Albarrati

“…<b>Results</b>: The field exhibited an annual growth rate of 12.36% from 1971 to 2024, with 2021 being the most productive year (497 articles). …”
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Cellular insights of beech leaf disease reveal abnormal ectopic cell division of symptomatic interveinal leaf areas. by Paulo Vieira, Mihail R Kantor, Andrew Jansen, Zafar A Handoo, Jonathan D Eisenback

“…The initial symptoms of BLD appear as dark green, interveinal banding patterns of the leaf. Despite the fast progression of this disease, the cellular mechanisms leading to the formation of such aberrant leaf phenotype remains totally unknown. …”
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The main factors of marmalade molecular structure formation by N. B. Kondratev, M. V. Osipov, O. S. Rudenko, E. V. Kazantsev, E. S. Kalinkina

“…The pressing challenge of ensuring long shelf life for confectionery product without changing their flavor is considered. The patterns were revealed for the influence of the chemical composition of raw materials on the jelly marmalade structure. …”
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Comparison of Maximal Oxygen Uptake and Anaerobic Threshold in Soccer and Handball Players by Soyal Mehmet, Korkmaz Eryılmaz Selcen, Polat Metin, Aydoğan Sami

“…The values of VO2 (ATVO2), heart rate (ATHR), time (ATTIME) and running speed (ATSPEED) corresponding to the AT were identified. …”
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