Improving rainfall forecasting using deep learning data fusing model approach for observed and climate change data by Farhan Amir Fardush Sham, Ahmed El-Shafie, Wan Zurina Binti Wan Jaafar, S. Adarsh, Mohsen Sherif, Ali Najah Ahmed

“…On the other hand, LSTM demonstrated higher error rates, with MAE, MSE, and RMSE values of 14.07, 363.03, and 19.05, respectively, and an R² value of 0.1662 for weekly forecasts. …”
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Flow and Transport in Coastal Aquifer‐Aquitard Systems: Experimental and Numerical Analysis by Jiaxu Zhang, Chunhui Lu, Chengji Shen, Yuxuan Liu, Adrian D. Werner, Chenming Zhang

“…The development of freshwater fingers created complex saltwater‐freshwater mixing, leading to mixed saltwater influx‐efflux patterns across the sloping aquifer‐ocean interface. …”
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Damaging potential to rice crops of the invasive apple snail (Pomacea maculata) and the native Thai apple snail (Pila celebensis) under changing temperature conditions in Thailand by Weerada Panchot, Warut Siriwut, Phakhawat Thaweepworadej, Intanon Kolasartsanee

“…Climate change is expected to change precipitation patterns and increases the risks of agricultural diseases and pests in rice, a staple crop in Southeast Asia. …”
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Advances and obstacles of T cell-based immunotherapy in gynecological malignancies by Xi Zhao, Jialing Ran, Shenglong Li, Jinxin Chen

“…Gynecological cancers, including ovarian, cervical, and endometrial carcinomas, present persistent therapeutic challenges due to their aggressive recurrence patterns and limited responses to conventional therapies in advanced disease stages. …”
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Global, regional, and national burden of maternal hypertensive disorder: 1990–2021 analysis and future projections by Qing Hu, Hua Liao, Haiyan Yu

“…Results From 1990 to 2021, the global age-standardized incidence, prevalence, mortality, and Disability-Adjusted Life Years rates of Maternal hypertensive disorder decreased to 227.96,44.42,0.48, and 31.29 per 100,000, respectively. …”
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Midwives\' Experiences of Implementing Iran\'s Pronatalist Population Policy: A Qualitative Study by Shahnaz Kohan, Fatemeh Mokhtari, Marzieh Ghasemi Goujani, Kiana Saberi, Zahra Izadi Pour

“…Background and purpose: In response to declining total fertility rates, concerns about population replacement, and the spread of low-fertility patterns, a pronatalist population policy was approved in Iran under the “Youthful Population and Protection of the Family” law in 2021. …”
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Does the Black-White mental health paradox persist across U.S. geographical regions? by Christy L. Erving, Lacee A. Satcher, Shania Montúfar, Courtney S. Thomas Tobin

“…Purpose: The “Black-White mental health paradox” refers to the epidemiological pattern whereby Black Americans experience similar, and often lower, rates of psychiatric disorders relative to their White counterparts despite their greater exposure to stressors and societal-level racism. …”
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Breastfeeding and Intersectionality in the Deep South: Race, Class, Gender and Community Context in Coastal Mississippi by John P. Bartkowski, Katherine Klee, Xiaohe Xu, Jacinda B. Roach, Shakeizia (Kezi) Jones

“…We use insights from this theory to examine breastfeeding patterns reported by women living on the Mississippi Gulf Coast. …”
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Informational Approaches in Modelling Social and Economic Relations: Study on Migration and Access to Services in the European Union by Florentina-Loredana Dragomir-Constantin, Camelia Madalina Beldiman, Monica Laura Zlati

“…The research is based on the correlations between gross value added (GVA), gross fixed capital formation (GFCF), greenhouse gas emissions (GHGE), health expenditure (SHA11), and migration rates (MIGR). The applied methodology includes attribute distribution analysis, identification of hidden patterns through clustering algorithms (K-Means and Expectation-Maximisation) and training of classifiers using regression decision trees with linear leaf models (M5P) corresponding to interdependent data processing and integration modules, exploratory analysis module, machine learning and decision-making modules, oriented to support public policies through explainable scenarios and predictive-evaluative structures. …”
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Clinical evolution and medical resource utilization in adult patients with respiratory syncytial virus infection at a community hospital in Argentina. by Agustin Bengolea, Juan I Ruiz, Celina G Vega, Matias Manzotti, Nadia Zuccarino, Lucila Rey-Ares

“…Cardiovascular comorbidities might be associated with increased severity and intensive care unit admissions. The high rate of antibiotic use is noteworthy and warrants further investigation to understand prescribing patterns and optimize antimicrobial stewardship. …”
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A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons by Liya Li, Liya Li, Ying Hu, Ying Hu, Xiaojun Wang, Pei Sun, Tingwei Quan

“…Our results demonstrate significantly improved axon detection rates across both state-of-the-art and traditional methodologies. …”
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EEG-Based Attention Classification for Enhanced Learning Experience by Madiha Khalid Syed, Hong Wang, Awais Ahmad Siddiqi, Shahnawaz Qureshi, Mohamed Amin Gouda

“…This adaptive approach ensures a more effective learning experience by maintaining optimal cognitive engagement, resulting in improved learning rates, reduced stress, and increased overall learning efficiency. …”
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Magma Differentiation, Contamination/Mixing and Eruption Modulated by Glacial Load—The Volcanic Complex of The Pleiades, Antarctica by Samuele Agostini, Noemi Leone, John L. Smellie, Sergio Rocchi

“…Mafic samples are characterized by multi‐elemental patterns typical of OIB magmas, moderately low 87Sr/86Sr (0.7037) and high 143Nd/144Nd (0.51284), with a clear within‐plate affinity, indicating a subcontinental lithospheric source. …”
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Mechanistic Insights Into the Tumor‐Driving and Diagnostic Roles of KCTD Family Genes in Ovarian Cancer: An Integrated In Silico and In Vitro Analysis by Ling Zhang, Chong Cheng, Bin Tang

“…ABSTRACT Background Ovarian cancer (OC) remains one of the most lethal gynecological malignancies, characterized by late‐stage diagnosis and high recurrence rates. Despite advances in treatment, the overall survival rate for OC patients remains low due to the lack of reliable biomarkers for early detection and prognosis. …”
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Deep Learning Approach for Classifying DDoS Attack Traffic in SDN Environments by Mohd Nadeem, Shweta Dwivedi, Rizwan Akhtar, Shameem Ahmad Ansari, Saumya Singh, Eram Fatima Siddiqui, Rajeev Kumar

“…A neural network classifier analyzes this data to identify complex patterns and behaviors associated with DDoS attacks. …”
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Insights of the asynchronous strain evolution of lean coal in uniaxial compression creep by Tingting Cai, Jia Liu, Zengchao Feng, Kai Wang, Yongxing Shen, Yulong Jiang, Bichuan Zhang

“…Despite the observed asynchrony, both the axial and radial strains exhibit similar patterns and can well be described by the same creep model, but with different parameters, under identical stress levels. …”
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Risk factors and public health interventions associated with adolescent pregnancy prevention among females aged 10–19 years in Kenya: a scoping review protocol by Abdu Mohiddin, Kimbley Asaso Omwodo, Danielle Denwood, Augustine Gitonga

“…The analysis will involve thematic data extraction and charting to highlight patterns in adolescent pregnancy risk factors, intervention outcomes and existing gaps.Ethics and dissemination No ethical approval is needed. …”
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Association between physicians' interaction with pharmaceutical companies and their clinical practices: A systematic review and meta-analysis. by Hneine Brax, Racha Fadlallah, Lina Al-Khaled, Lara A Kahale, Hala Nas, Fadi El-Jardali, Elie A Akl

“…<h4>Conclusion</h4>There is moderate quality evidence that physicians' interactions with pharmaceutical companies are associated with their prescribing patterns and quality.…”
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Dynamic changes of phytic acid and other related chemicals in barley grains by MAO Ying, QIU Bo-yin, CHEN Xin, WU Fei-bo, ZHANG Guo-ping

“…The results show that the pattern of PA accumulation was basically similar for three barley cultivars, and could be described as an “S-curve”. …”
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Improving cancer detection through computer-aided diagnosis: A comprehensive analysis of nonlinear and texture features in breast thermograms. by Hamed Khodadadi, Shima Nazem

“…Breast cancer is a significant health issue for women, characterized by its high rates of mortality and sickness. However, its early detection is crucial for improving patient outcomes. …”
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