Identification of Earthquake Precursors Origin and AI Framework for Automatic Classification for One of These Precursors by Ghada Ali, Lotfy Samy, Omar M. Saad, Ali G. Hafez, El-Sayed Hasaneen, Kamal AbdElrahman, Ibrahim Salah, Mohammed S. Fnais, Hamed Nofel, Ahmed M. Mohamed

“…The current study also introduces this automatic classification by developing various machine learning (ML) and Convolutional Neural Network (CNN) models to highlight the features characterizing each pattern. …”
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Impact and elastic modulus of coal mining on terrestrial ecosystems by Jihong Dong, Wenting Dai, Jiren Xu, Hui Zhang, Yunpeng Li, Fei Xie

“…Furthermore, it delineates the life cycle stages and distinctive features of the five principal open-pit coal mines. …”
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Assessment of Digital Activity of the Population in the Context of the Theory of Generations by M. V. Bikeeva

“…Each generation has its own patterns of behavior. Comparative characteristics of the features of the use of the digital environment led to the conclusion that for all generations the priority goals of using the Internet are communications and personal interaction. …”
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Immunophenotyping of colon cancer for identification of potential antigens for colon cancer vaccines by Xuan Wang, Xuan Wang, Jingjiang Lai, Dawei Wang, Keyi Wei, Jing Yang

“…This study provides a foundation for mRNA vaccine development and patient stratification for vaccination in colon cancer.…”
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TORC1 Regulates Thermotolerance via Modulating Metabolic Rate and Antioxidant Capacity in Scallop <i>Argopecten irradians irradians</i> by Longfei Chu, Ancheng Liu, Jiaxi Chang, Junhao Zhang, Xiujiang Hou, Xinghai Zhu, Qiang Xing, Zhenmin Bao

“…The results revealed stage- and tissue-specific expression patterns, suggesting diverse roles in development and growth. …”
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Accelerating Deep Learning-Based Morphological Biometric Recognition with Field-Programmable Gate Arrays by Nourhan Zayed, Nahed Tawfik, Mervat M. A. Mahmoud, Ahmed Fawzy, Young-Im Cho, Mohamed S. Abdallah

“…Their importance resides in their capacity to acquire hierarchical features, which is essential for recognizing complex patterns. …”
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Artificial Neural Network Classification of Motor-Related EEG: An Increase in Classification Accuracy by Reducing Signal Complexity by Vladimir A. Maksimenko, Semen A. Kurkin, Elena N. Pitsik, Vyacheslav Yu. Musatov, Anastasia E. Runnova, Tatyana Yu. Efremova, Alexander E. Hramov, Alexander N. Pisarchik

“…We apply artificial neural network (ANN) for recognition and classification of electroencephalographic (EEG) patterns associated with motor imagery in untrained subjects. …”
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A Comprehensive Review on the Application of 3D Convolutional Neural Networks in Medical Imaging by Satyam Tiwari, Goutam Jain, Dasharathraj K. Shetty, Manu Sudhi, Jayaraj Mymbilly Balakrishnan, Shreepathy Ranga Bhatta

“…CNNs are particularly adept in automatically identifying complex patterns and features in pictures like X-rays, CT scans, and MRIs. …”
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COMPOSITION AND ZOOGEOGRAPHICAL DISTRIBUTION OF MAMMALS OF THE CAUCASUS by A. M. Batchiev

“…The obtained results allow us to identify and clarify the naturally existing in the course of historical development the modern faunal connections, patterns of the Caucasus theriofauna genesis. …”
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Petrogenesis and tectonic evolution of tourmaline- bearing leucogranites, Sikait area, South Eastern Desert of Egypt utilizing mineralogical and bulk rock analysis by Gehad M. Saleh, Mohamed S. Kamar, Farrage M. Khaleal, Mokhles K. Azer, Taher Nasr, El Saeed R. Lasheen

“…They are depleted in ∑REEs (av. 19.1 ppm) and reveal parallel, uniform patterns slightly notable depletion of HREEs in comparison with LREEs. …”
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Automated approach for fetal and maternal health management using light gradient boosting model with SHAP explainable AI by Nisreen Innab, Shtwai Alsubai, Ebtisam Abdullah Alabdulqader, Aisha Ahmed Alarfaj, Muhammad Umer, Silvia Trelova, Imran Ashraf

“…For fetal health classification, this research work makes use of cardiotocography (CTG) data containing 21 features including fetal growth, development, and physiological parameters such as heart rate and movement patterns with three target classes “normal,” “suspect,” and “pathological.” …”
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Insights into Binding Mechanisms of Potential Inhibitors Targeting PCSK9 Protein via Molecular Dynamics Simulation and Free Energy Calculation by Xingyu Wu, Xi Zhu, Min Fang, Fenghua Qi, Zhixiang Yin, John Z.H. Zhang, Shihua Luo, Tong Zhu, Ya Gao

“…This work contributes to the development of more effective treatments for hyperlipidemia and associated cardiovascular diseases.…”
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Targeting SPATS2 in lung adenocarcinoma: implications for prognosis and immune-based therapy by Maorong Teng, Fangtao Yan, Jingping Shang, Xiaohua Sun, Yahui Wang, Jian Shen

“…Methods We integrated transcriptomic data from TCGA, GTEx, and GEO databases to evaluate SPATS2 expression patterns and their associations with clinical features and prognosis in LUAD. …”
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Anoikis in hepatocellular carcinoma: genetic alterations and immune microenvironment insights from single-cell and computational analysis by Bing Zhou, Jialing Zhang, Mingfeng Guo

“…Abstract Background Hepatocellular carcinoma (HCC) is characterized by high heterogeneity, and its molecular features and microenvironment complexity contribute to varied patient prognoses. …”
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Reduced sediment load and vegetation restoration leading to clearer water color in the Yellow River: Evidence from 38 years of Landsat observations by Ke Xia, Xintao Li, Taixia Wu, Shudong Wang, Hongzhao Tang, Yingying Yang

“…The results showed that YR’s FUI was generally high (mean FUI: 16.84 ± 1.85), with notable seasonal variation and spatial distribution patterns significantly influenced by dam construction and environmental features. …”
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Infectious brain abscesses and granulomas: analysis of 110 episodes in adults by Zahra Hesari, Mahboubeh Haddad, Fereshte Sheybani, Farzaneh Khoroushi, Ehsan Keykhosravi, Negar Morovatdar

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Towards an interdisciplinary approach to the study of emotionality in audible speech by L.V. Velichkova, O.V. Kirshinova

“…</strong> Emotionality is one of the most relevant subjects of research at this stage of development in the humanities. Data from areas actively researching emotionality are not integrated into a single mechanism for analyzing spoken language. …”
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Combining Ecological Momentary Assessment and Social Network Analysis to Study Youth Physical Activity and Environmental Influences: Protocol for a Mixed Methods Feasibility Study by Tyler Prochnow, Genevieve F Dunton, Kayla de la Haye, Keshia M Pollack Porter, Chanam Lee

“…Findings will inform the development of more targeted, effective interventions to promote PA among youth. …”
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High-Cycle Fatigue Fracture Behavior and Stress Prediction of Ni-Based Single-Crystal Superalloy with Film Cooling Hole Drilled Using Femtosecond Laser by Zhen Li, Yuanming Xu, Xinling Liu, Changkui Liu, Chunhu Tao

“…The results reveal that high-cycle fatigue cracks originate from corner cracks at pore edges, with the initial propagation displaying smooth crystallographic plane features. Subsequent stages show clear fatigue arc patterns in the propagation zones. …”
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Characterization of immunoreactivity with whole-slide imaging and digital analysis in high-grade serous ovarian cancer by Tiina Jäntti, Satu Luhtala, Johanna Mäenpää, Synnöve Staff

“…Understanding the features of the immune cell populations in the tumor microenvironment is essential for developing personalized treatments and finding predictive biomarkers. …”
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