CoViNAR: a context-aware social media dataset for pandemic severity level prediction and analysis by Soofi Shafiya, Mudasir Ahmad Wani, Suraiya Jabin, Mohammad ELAffendi, Jahiruddin

“…IntroductionThe unprecedented COVID-19 pandemic exposed critical weaknesses in global health management, particularly in resource allocation and demand forecasting. This study aims to enhance pandemic preparedness by leveraging real-time social media analysis to detect and monitor resource needs.MethodsUsing SnScrape, over 27.5 million tweets for the duration of November 2019 to March 2023 were collected using COVID-19-related hashtags. …”
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Simulation of snow accumulation and melting in the Kama river basin using data from global prognostic models by S. V. Pyankov, A. N. Shikhov, P. G. Mikhaylyukova

“…Currently, the improvement of numerical models of weather forecasting allows using them for hydrological problems, including calculations of snow water equivalent  (SWE) or snow storage. …”
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An Informer-based multi-scale model that fuses memory factors and wavelet denoising for tidal prediction by Peng Lu, Yuchen He, Wenhui Li, Yuze Chen, Ru Kong, Teng Wang

“…By employing Fourier-based methods and iterative recursive decomposition strategies, we effectively separated periodic and trend components. …”
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Contrail altitude estimation using GOES-16 ABI data and deep learning by V. R. Meijer, V. R. Meijer, S. D. Eastham, S. D. Eastham, S. D. Eastham, I. A. Waitz, S. R. H. Barrett, S. R. H. Barrett

“…A potential near-term and low-cost mitigation option is contrail avoidance, which involves rerouting aircraft around ice-supersaturated regions, preventing the formation of persistent contrails. Current forecasting methods for these regions of ice supersaturation have been found to be inaccurate when compared to in situ measurements. …”
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Prevalence of foodborne parasitic infections in market-sold aquatic products and high-risk populations in Shanghai, China: surveillance between 2022 and 2024 by Simin Dai, Jun Feng, Min Chen, Huanyu Wu, Yujuan Shen, Qing Yu, Jian Chen

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Application of geodetic and mine surveying technologies in monitoring deformations of man-made structures by Yu.O. Zabolotna, Ye.A. Koroviaka, O.A. Pashchenko, V.O. Rastsvietaiev

“…This necessitates the development and implementation of reliable monitoring systems for early detection of dangerous shifts, subsidence, or structural instabilities. …”
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Foodborne Botulism Caused by <i>Clostridium botulinum</i> Subtype A5(b3) by Self-Packaged Vacuum Spicy Rabbit Heads by Wen Cui, Chuanmin Ma, Ming Liu, Yan Li, Lin Zhou, Yuwen Shi, Xuefang Xu, Hui Liu

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New aspects of pathogenesis of respiratory dysfunction in case of chronic rheumatic heart disease by G. S. Taktashov

“…Data received enable to define the criteria of early detection and forecast of course of the disturbance of the next lungs’ function: moisture separating, diffusion, conditioning and surfactant generating.…”
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Modification of Epidemiological Model for Predicting the Development of a Socially Significant Infection (by the Example of Chronic Viral Hepatitis C) by R. A. Yakhina

“…The complete epidemiological STIRD model proposed by the author (taking into account the demographic change in the structure of the population) has shown itself well in medium-term forecasting up to three years. A significant advantage of this model specification compared to other epidemiological models is the ability to predict the number of diagnostic laboratory tests needed to detect a virus in humans. …”
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Hyperspectral Imaging for Phenotyping Plant Drought Stress and Nitrogen Interactions Using Multivariate Modeling and Machine Learning Techniques in Wheat by Frank Gyan Okyere, Daniel Kingsley Cudjoe, Nicolas Virlet, March Castle, Andrew Bernard Riche, Latifa Greche, Fady Mohareb, Daniel Simms, Manal Mhada, Malcolm John Hawkesford

“…Accurate detection of drought stress in plants is essential for water use efficiency and agricultural output. …”
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Tongue-coating microbiota as a predictive biomarker of washed microbiota transplantation efficacy in pediatric autism: integration with clinical features by Hao-Jie Zhong, Zhao-Yu Pan, Yao-Fei Wei, Qian Yu, Lei Wu, Hong Wei, Xing-Xiang He

“…Predictive models were also developed based on pre-treatment tongue-coating microbiota and clinical features to forecast WMT outcomes. Results Significant alterations were detected in the tongue-coating microbiota of children with ASD, with several bacterial species showing associations with ASD symptoms and gut microbiota composition. …”
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PREDICTION OF LOCALIZED INFLAMMATORY PERIODONTAL TISSUE DISEASES IN YOUNG PERSONS by O.V. Kholodnyak

“…However, the issue of forecasting, prevention and treatment of periodontal tissue diseases by the action of local damaging factors has not been sufficiently studied. …”
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Using online public animal price data as a signal for predicting an increase in animal disease outbreak reports: a pilot study on cross-correlation modeling in Thailand by Veerasak Punyapornwithaya, Supitchaya Srisawang, Chalita Jainonthee, Wengui Li, Ronello Abila, Bolortuya Purevsuren

“…The findings specifically support the use of cattle price data as an early signal for forecasting increases in FMD outbreak reports in Thailand. …”
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Association between male (in)fertility and telomeric dysfunction: a systematic review and meta-analysis by Sunny Kumar Jignesh Kumar Patel, Amit Roy Chowdhury, Sujata Kar, Purna Chandra Mohapatra, Birendranath Banerjee

“…With the evolving an advancing scientific knowledge, STL might be adopted as a novel biomarker for detecting sperm quality, male (in)fertility, and forecasting embryonic development in the near future. …”
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The Vascular Architecture of Macular Neovascularization in Age-Related Macular Degeneration as a Predictor of Therapy Requirements: A 3-Year Longitudinal Analysis by Michael Grün, Kai Rothaus, Martin Ziegler, Clemens Lange, Albrecht Lommatzsch, Henrik Faatz

“…MNVs detected using OCTA were subjected to quantitative vascular analysis of their area, total vascular length (sumL), fractal dimension (FD), and flow density. …”
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Global trends and health workforce analysis of breast cancer burden from high red meat consumption 1990–2050 using machine learning approach by Yuzhou Cai, Jingxian Qian

“…BackgroundHigh red meat consumption has been implicated in breast cancer development, yet comprehensive global burden assessments and health system relationships remain limited.MethodsWe analyzed breast cancer mortality and disability-adjusted life years (DALYs) using Global Burden of Disease 2021 data across 204 countries. …”
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The Toxic Effects of Environmental Domoic Acid Exposure on Humans and Marine Wildlife by Ami E. Krasner, Margaret E. Martinez, Cara L. Field, Spencer E. Fire

“…This manuscript serves as a review of DA toxicosis after environmental exposure in humans and wildlife, including an introduction to HAB toxins, the history of DA toxicosis, DA production, toxicokinetic properties of DA, susceptibility, clinical signs, DA detection methods and other diagnostic tests, time course of toxicosis, treatment, prognostics, and recommendations for future research. …”
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An upgraded high-precision gridded precipitation dataset for the Chinese mainland considering spatial autocorrelation and covariates by J. Hu, C. Miao, J. Su, Q. Zhang, J. Gou, J. Gou, Q. Sun, Q. Sun

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Network Packet Sniffer: A Case Study of Kabale University. by Mugarurebye, Shawn, Gumoshabe, Rebecca

“…Furthermore, we figure out some open issues based on our investigation and forecast future research directions.…”
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Experience of prenatal consultation in Zaporizhzhia region over the 2011-2015 years by N. V. Avramenko, H. A. Lomeyko, O. A. Nikiforov, O. S. Sukhonos

“…The experience of the work of prenatal consultation at the clinic of Zaporizhzhya Regional Center of Human Reproduction for the 2011- 2015 years has been analyzed. Modern methods of prenatal diagnosis, including mass and selective testing of pregnant women on birth defects and chromosomal abnormalities by ultrasound examination and evaluation of maternal serum markers, as well as prenatal, cytogenetic diagnosis of chromosomal diseases in high-risk groups have been used for the early detection and prevention of birth of children with hereditary diseases in the Zaporizhzhia region. …”
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