Single-channel attention classification algorithm based on robust Kalman filtering and norm-constrained ELM by Jing He, Zijun Huang, Yunde Li, Jiangfeng Shi, Yehang Chen, Chengliang Jiang, Jin Feng

“…This study proposes a robust Kalman filtering method combined with a norm-constrained extreme learning machine (ELM) to address these challenges.MethodsThe proposed method integrates Discrete Wavelet Transformation (DWT) and Independent Component Analysis (ICA) for noise removal, followed by a robust Kalman filter enhanced with convex optimization to preserve critical EEG components. …”
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Machine Learning-Based Prediction of 2 MW Wind Turbine Tower Loads During Power Production Based on Nacelle Behavior by Soichiro Kiyoki, Shigeo Yoshida, Mostafa A. Rushdi

“…The results showed that the fatigue and extreme loads of the fore–aft and side–side bending moments at the bottom of the tower can be predicted using operational conditions and nacelle accelerations, and the prediction accuracy in regard to the high-frequency components can be increased by adding the nacelle angle velocity into the model. …”
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The Mechanisms of Medial Pedicle Wall Violation: Insertion Method Is as Important as Correct Cannulation of the Pedicle by Cengiz Isik, Kamil Cagri Kose, Mustafa Erkan Inanmaz, Suleyman Murat Tagil, Hakan Sarman

“…The pedicle seems to be extremely tolerant to insertion angulation mistakes up to 10 degrees and tends to lead the screw into the correct path spontaneously.…”
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The Impact of Visual Perturbation Neuromuscular Training on Landing Mechanics and Neural Activity: A Pilot Study by Timothy R Wohl, Cody R Criss, Adam L Haggerty, Justin L Rush, Janet E Simon, Dustin R Grooms

“… # Conclusion VPNT provides a clinically feasible means to perturbate visual processing during training that improves athletes’ real-time landing mechanics and promotes neural efficiency for lower extremity movement, providing the exploratory groundwork for future randomized controlled trials…”
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Mixed Cutaneous Infection Caused by Leishmania and Dermatophytes: A Rare Coincidence or Immunological Fact by Amresh Kumar Singh, Ankur Kumar, Jayesh Pandey, Vivek Gaur, Pratima Tripathi, Indra Prasad Adhikari

“…We present a rare case of a 52-year-old house wife with a history of recurrent itching, depigmentation of the skin of extremities, and loss of appetite for 2-3 months followed by progressive spread of such lesion all over the body in an apparently healthy female. …”
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Features of the anatomical structure of leaves depending on the high-altitude growth of apricot in Dagestan by D. M. Anatov, Z. M. Asadulaev, Z. R. Ramazanova, R. M. Osmanov

“…Significant differences between the extreme height reference points were recorded for the number of stomata, cells of the lower epidermis, layers of the sclerenchyma, and xylem thickness. …”
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Modified GIC Estimation Using 3‐D Earth Conductivity by Anna Kelbert, Greg M. Lucas

“…Abstract Geomagnetically induced currents (GICs) are quasi‐direct current (DC) electric currents that flow in technological conductors during geomagnetic storms. Extreme GICs are hazardous to man‐made infrastructure. …”
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Retrospective Analysis of Ultrasound-Guided Infraclavicular Block: Effect of Experience of Anesthesiologists on Volume of Local Anesthetic Administered by Tugce Yeniocak, Nur Canbolat

“…We aimed to share our experience with the ultrasound-guided infraclavicular brachial plexus block (USGICB) for upper extremity surgeries and to determine changes in failure rate and local anesthetic dose administered with gaining adequate experience. …”
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Flooding and child development: Evidence from Vietnam by My Tra Nguyen, Kien Le

“…Given children’s higher vulnerability to the threat of extreme weather events compared to the general population, it is important to study the impacts of flooding on child development. …”
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Cheating Detection in Online Exams Using Deep Learning and Machine Learning by Bahaddin Erdem, Murat Karabatak

“…For regression and classification, deep neural network (DNN) from deep learning algorithms and support vector machine (SVM), decision trees (DTs), k-nearest neighbor (KNN), random forest (RF), logistic regression (LR), and extreme gradient boosting (XGBoost) algorithms from machine learning algorithms were used. …”
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A Comparison of Penguin Swarm Optimization Algorithms for Enhancing Network Throughput by Talha Akhtar, Najmi Ghani Haider, Nadeem Kafi Khan, Rashid Uddin

“…Penguins are alive in extremely frigid climates around the world. A penguin's body heat intensity is the indicator of its fitness and draws other penguins in its vicinity towards it so that they may stay warm collectively. …”
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Opioid Nonadherence Risk Prediction of Patients with Cancer-Related Pain Based on Five Machine Learning Algorithms by Jinmei Liu, Juan Luo, Xu Chen, Jiyi Xie, Cong Wang, Hanxiang Wang, Qi Yuan, Shijun Li, Yu Zhang, Jianli Hu, Chen Shi

“…Five ML algorithms, such as logistic regression (LR), random forest, eXtreme Gradient Boosting, multilayer perceptron, and support vector machine, were used to predict opioid nonadherence in patients with cancer pain using 43 demographic and clinical factors as predictors. …”
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Physically Active Adults with Low Back Pain do not Demonstrate Altered Deadlift Mechanics: A Novel Application of Myotonometry to Estimate Inter-Muscular Load Sharing by Jared M. McGowen, Stephanie R. Albin, Carrie W. Hoppes, Jeffrey S. Forsse, John Abt, Shane L. Koppenhaver

“… # Hypothesis/Purpose The purpose of this study was to compare the stiffness of trunk (lumbar multifidus \[LM\] and longissimus thoracis \[LT\]) and lower extremity (vastus lateralis \[VL\] and biceps femoris \[BF\]) muscles between individuals with and without LBP during the lying, standing, and deadlifting body positions…”
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The Life Mission Theory IV. Theory on Child Development by Soren Ventegodt, Joav Merrick

“…A child deprived of emotions turns cold, rational, asocial, socially stiff, uncomfortable, and in the extreme case…... intentionally “evil”. When a child denies his or her own sex, it becomes invisible, uninteresting, and vague or becomes like the opposite sex in behavior and appearance. …”
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Geospatial monitoring and analysis of agricultural drought to identify hotspots and risk assessment for Senegal by Gurjeet Singh, Narendra N. Das, P.V. Vara Prasad

“…This study addresses this issue by developing a comprehensive geospatial monitoring system for agricultural drought using the Regional Hydrologic Extremes Assessment System (RHEAS). This system, with a high-resolution of 0.05°, effectively simulates daily soil moisture and generates the Soil Moisture Deficit Index (SMDI)-based agricultural drought monitoring. …”
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Experimental Studies on Shale Cracks and Permeability Evolution Based on Acoustic Emission Monitoring by Hao Chen, Hongkui Ge, Xiaoqiong Wang, Jianbo Wang, Shan Wu

“…The matrix permeability of shale reservoirs is extremely low. Therefore, massive volume fracturing is needed to form a complex crack network and get adequate sufficient capacity during the well completion. …”
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The New York Times on The NATO bombing of FR Yugoslavia in 1999 by Savić Aleksandra

“…Because of this, it is possible to count on voters approval or greater support for the state's foreign policy and gain international legitimacy for military intervention. The most extreme example of mitigated vocabulary is the depiction of bombings as fireworks, which not only attempts to cover up the violence and suffering of innocent people but also turns it into a celebration. …”
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Flood Analysis with HEC-RAS: A Case Study of Tigris River by Selman Ogras, Fevzi Onen

“…The geographical structure of Turkey is extremely complex and varies even at short distance. …”
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The Relationship Between the Functional and Physical Condition with Pain and Trauma of Basketball Players in Terms of Gender by Ernestas Barkus, Ligita Šilinė

“… Background. Lower extremity injuries account for more than half of the trauma experienced by basketball players. …”
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Clinical Comparison between HD-tDCS and tDCS for Improving Upper Limb Motor Function: A Randomized, Double-Blinded, Sham-Controlled Trial by Yaqin Zeng, Ruidong Cheng, Li Zhang, Shan Fang, Shaomin Zhang, Minmin Wang, Qian Lv, Yunlan Dai, Xinyi Gong, Feng Liang

“…The patients were assessed using the Action Research Arm Test, Fugl–Meyer score for upper extremities, Motor Function Assessment Scale, and modified Barthel index (MBI) pretreatment and posttreatment. …”
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