Seismic Domain Identification Algorithm Using Fuzzy Logic Methods With Combined Geological and Geomorphological Data for the Case of Sakhalin Island by Sobisevich Aleksey, Steblov G. M., Agibalov A. O., Aleshin Igor, Balashov G. R., Kondratov A. D., Makeev V. M., Perederin V. P., Perederin F. V., Sentsov A., Kholodkov Kirill I.

“…An algorithm for identifying seismic generation zones or “seismic domains” using fuzzy logic has been developed and tested on the island of Sakhalin. …”
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Public Discourse Toward Older Drivers in Japan Using Social Media Data From 2010 to 2022: Longitudinal Analysis by Akito Nakanishi, Masao Ichikawa, Yukie Sano

“…The crash events topic, which increased by 0.28% per year, showed a strong correlation with negative emotion (rPrP ConclusionsThis 13-year study quantified public discourse on older drivers using Twitter data, revealing a paradoxical increase in negative sentiment and perceived risk, despite a decline in the actual crash rate among older drivers. …”
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Strategies used to manage overlap of primary study data by exercise-related overviews: protocol for a systematic methodological review by Dawid Pieper, Pamela Serón, Carole Lunny, Rodrigo Torres-Castro, Ruvistay Gutiérrez-Arias, Raúl Aguilera-Eguía

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Capturing resilience from phenotypic deviations: a case study using feed consumption and whole genome data in pigs by Enrico Mancin, Christian Maltecca, Jicaj Jiang, Yi Jian Huang, Francesco Tiezzi

“…We subsequently integrated these indicators with Whole Genome Sequencing using SLEMM algorithm, data from 1,250 animals to assess their efficacy in capturing resilience and their independence from the mean of daily feed consumption. …”
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Using Geodetic Data to Monitor Hydrological Drought at Different Spatial Scales: A Case Study of Brazil and the Amazon Basin by Xinyu Luo, Tangting Wu, Liguo Lu, Nengfang Chao, Zhanke Liu, Yujie Peng

“…The highest amplitude, approximately 800 mm, is observed near the Amazon River Basin, and this amplitude gradually weakens from northeast to southwest. GNSS and GRACE/GFO data reveal four hydrological drought events in Brazil from 2013 to 2024, with two of these events detected using GRACE/GFO data. …”
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Expression analysis of plasma extracellular vesicle associated candidate MiRNAs in endometriosis using integrative bioinformatics and experiential data by Samaneh Alsadat Sadati, Zahra Chekini, Faezeh Shekari, Maryam Hafezi, Azadeh Ghaheri, Maryam Shahhoseini, Ashraf Moini, Reza Aflatonian, Mehdi Totonchi, Parvaneh Afsharian

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Evaluating the impact of hyperparameters on the performance of 1D CNN model for nutritional profiling of underutilized crops using NIRS data by Simardeep Kaur, Naseeb Singh, Amit Kumar, Philanim W S, Veerendra Kumar Verma, Amit Kumar Patil, Rakesh Bhardwaj, Amritbir Riar

“…The application of 1D Convolutional Neural Networks (CNNs) for nutritional profiling using Near-Infrared Spectroscopy (NIRS) data has increased significantly in recent times. …”
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Gestational weight gain in low-income and middle-income countries: a modelling analysis using nationally representative data by Goodarz Danaei, Wafaie W Fawzi, Enju Liu, Anne Marie Darling, Dongqing Wang, Nandita Perumal

“…However, the average levels of GWG across all low-income and middle-income countries of the world have not been characterised using nationally representative data.Methods GWG estimates across time were computed using data from the Demographic and Health Surveys Program. …”
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Cardiometabolic multimorbidity and the risk of sudden cardiac death among geriatric community dwellers using longitudinal EHR-derived data by Yue Li, Yue Li, Zihan Mei, Zhengkun Liu, Ji Li, Guolei Sun, Marcus Eng Hock Ong, Marcus Eng Hock Ong, Jiancheng Chen, Haojun Fan, Chunxia Cao

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Forest fire detection based on temporal and spatial correction of background brightness temperature using GF-4 PMI data by P. Cheng, H. Sui, J. Wang, L. Hua, J. Liu, Q. Zhou, Y. Zeng

“…However, existing fire detection methods for GF-4 data, which use fixed initial thresholds and insufficiently account for the influence of fires on background brightness temperatures, often result in high rates of false positives and missed detections. …”
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Relationship Between Heart Rate and Perceived Stress in Intensive Care Unit Residents: Exploratory Analysis Using Fitbit Data by Ruijing Wang, Olya Rezaeian, Onur Asan, Linghan Zhang, Ting Liao

“…MethodsA secondary data analysis was conducted on heart rate measurements and stress assessments collected from 57 ICU residents over a 3-week period using Fitbit Charge 3 devices. …”
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Satellite-Based Prediction of Water Turbidity Using Surface Reflectance and Field Spectral Data in a Dynamic Tropical Lake by Elsa Pereyra-Laguna, Valeria Ojeda-Castillo, Enrique J. Herrera-López, Jorge del Real-Olvera, Leonel Hernández-Mena, Ramiro Vallejo-Rodríguez, Jesús Díaz

“…The surface reflectance was radiometrically corrected and validated using spectroradiometer data collected across eight sampling sites in the eastern sector of the lake, the area where the highest rates of horizontal change in turbidity occur. …”
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Investigating the impact of the regularization parameter on EEG resting-state source reconstruction and functional connectivity using real and simulated data by F. Leone, A. Caporali, A. Pascarella, C. Perciballi, O. Maddaluno, A. Basti, P. Belardinelli, L. Marzetti, G. Di Lorenzo, V. Betti

“…The results were validated using real functional connectivity data. We show that the best estimate of functional connectivity is obtained using 10−2, while 10−1 has to be preferred when source localization only is at target.…”
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Prediction of new-onset migraine using clinical-genotypic data from the HUNT Study: a machine learning analysis by Fahim Faisal, Antonios Danelakis, Marte-Helene Bjørk, Bendik Winsvold, Manjit Matharu, Parashkev Nachev, Knut Hagen, International Headache Genetics Consortium, Erling Tronvik, Anker Stubberud

“…The top performing decision-tree classifier achieved a test set AUC of 0.56 when using only genotypic data, 0.68 when using only clinical data and 0.72 when using both genetic and clinical data. …”
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Data-driven thrust prediction in applied-field magnetoplasmadynamic thrusters for space missions using artificial intelligence-based models by Tarik Pinaffo Almeida, Shahin Alipour Bonab, Mohammad Yazdani-Asrami

“…Additionally, the fast response associated with these techniques further expands their applicability to real-time data operation or to being used as a subroutine in thruster design procedure. …”
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Renal Failure among Women of Reproductive Age in Burundi: Estimating the Prevalence and Associated Factors Using Population-Based Data by Michael Ekholuenetale, Temitope Oluwaseyi Adeyoju, Herbert Onuoha, Amadou Barrow

“…In developing countries, little has been known about the prevalence and predisposing factors of renal failure using population-based data. …”
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An Automatic Algorithm for Mapping Algal Blooms and Aquatic Vegetation Using Sentinel-1 SAR and Sentinel-2 MSI Data by Yihao Xin, Juhua Luo, Jinlong Zhai, Kang Wang, Ying Xu, Haitao Qin, Chao Chen, Bensheng You, Qing Cao

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A comparative analysis of the different HIV testing techniques used in Zambia: data from a clinical performance study by Loveness Mukuka, Andros Theo, Precious Simushi, Mowa Zambwe, Peter J. Chipimo

“…The data were cleaned using Microsoft excel and were analyzed using SPSS version 25.0. …”
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Prediction of Halo Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and a Transformer Model by Hongyang Zhang, Ju Jing, Jason T. L. Wang, Haimin Wang, Yasser Abduallah, Yan Xu, Khalid A. Alobaid, Hameedullah Farooki, Vasyl Yurchyshyn

“…To our knowledge, this is the first time that the transformer model has been used for halo CME prediction.…”
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Application of novel security technique in cloud environment using attribute dependent authentication for health care by D. Deena Rose, C. Agees Kumar

“…A new Matrix based encryption algorithm (M-EA), is proposed in this research, for quick computational processing, effective and reliable data storage in the cloud. This research proposed a enhanced model for attainment of data privacy on the cloud, through the use of Attribute Dependent Multi Factor Authentication (ADMFA). …”
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