Event-Type Identification in Power Grids Using a Spectral Correlation Function-Aided Convolutional Neural Network by Ozgur Alaca, Ali Riza Ekti, Jhi-Young Joo, Nils Stenvig

“…The proposed method employs a six-stage cascaded structure consisting of: (1) data collection, (2) clipping, (3) augmentation, (4) feature extraction (FE), (5) training, and (6) testing. …”
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Characterization of bi-layers formed over maraging steel 300 during aging process with steam atmosphere by GIXRD and SEM by Vanessa Sanches Pereira da Silva, José Roberto Ferreira Neto, Silvia Lucas Ferreira da Silva, Diogo Costa de Oliveira, Fábio de Camargo

“…This work aims to use grazing incidence X-ray diffraction (GIXRD) to evaluate qualitatively the thickness of the layers formed during this process. …”
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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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EEG-based schizophrenia diagnosis using deep learning with multi-scale and adaptive feature selection by Alanoud Al Mazroa, Majdy M. Eltahir, Shouki A. Ebad, Faiz Abdullah Alotaibi, Venkatachalam K, Jaehyuk Cho

“…This is because schizophrenia involves intricate and subtle brain wave patterns that make it difficult to detect the disorder from EEG signals. …”
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Precision Adverse Drug Reactions Prediction with Heterogeneous Graph Neural Network by Yang Gao, Xiang Zhang, Zhongquan Sun, Payal Chandak, Jiajun Bu, Haishuai Wang

“…To evaluate the performance of the approach, extensive experiments are conducted on a large‐scale real‐world healthcare dataset with adverse reports from the FDA Adverse Event Reporting System (FAERS). …”
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Shifts in trends of erectile dysfunction-related Google searches pre and post Covid-19 pandemic in Saudi Arabia by Raed M. Almannie, Meshari A. Alzahrani, Yazeed A. Alghtani, Moataz I. Altokhais, Hamad Alkhudhayri

“…The Covid-19 pandemic has significantly affected public health behaviors, including online health information-seeking patterns. This study aimed to evaluate ED-related online search trends in Saudi Arabia before, during and after the Covid-19 pandemic. …”
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Toward AI-Augmented Formal Verification: A Preliminary Investigation of ENGRU and Its Challenges by Chanon Dechsupa, Teerapong Panboonyuen, Wiwat Vatanawood, Praisan Padungweang, Chakchai So-In

“…Both RNNs and state-space graphs help evaluate discrete-time systems within this formal framework. …”
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Dual-Path Interactive U-Net for Unsupervised Hyperspectral Image Super-Resolution by Wenchen Deng, Jianjun Liu, Jinlong Yang, Zebin Wu, Liang Xiao

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Using Steel Fiber-Reinforced Concrete Precast Panels for Strengthening in Shear of Beams: An Experimental and Analytical Investigation by Pitcha Jongvivatsakul, Linh V. H. Bui, Theethawachr Koyekaewphring, Atichon Kunawisarut, Narawit Hemstapat, Boonchai Stitmannaithum

“…To complement the analytical study, a parametric study is performed to further evaluate the influences of panel thickness, compressive strength of SFRC, and bolt pattern on the performances of the beams. …”
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Study of Natural Dyes’ Liposomal Encapsulation in Food Dispersion Model Systems via High-Pressure Homogenization by Lubomír Lapčík, Barbora Lapčíková, Tomáš Valenta, Martin Vašina, Pavlína Dudová, Miroslav Fišera

“…The rheological results demonstrated a specific flow behaviour pattern dependent on the rotational shear applied, indicating a flow-induced structural change in the dispersions. …”
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Multisectoral coordination during the COVID-19 pandemic: practices, challenges and recommendations for future preparedness—a systematic literature review protocol by Themba Ginindza, Javan Solomon Okello, Julius N Odhiambo

“…Subgroup analyses (LMIC vs HIC), sensitivity analyses (model and risk) and confidence grading using Confidence in the Evidence from Reviews of Qualitative Research and Grading of Recommendations, Assessment, Development and Evaluations will be conducted.Ethics and dissemination No primary data will be collected; thus additional Research Ethics Committee approval is unnecessary. …”
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Research on water supply and agricultural water use forecasting in arid regions: a case study of Xinjiang by Yue Yao, Chi Zhang, Chi Zhang, Geping Luo, Tao Lin

“…Firstly, we conducted an in-depth analysis of the water supply and agricultural water use patterns in Xinjiang over the past two decades. Secondly, we evaluated and compared several mainstream water resource prediction models, ultimately developing a novel GM(1,1)-NN essemble model. …”
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Gut bacterial and fungal communities of François’ langur (Trachypithecus francoisi) changed coordinate to different seasons by Jinyuan Liu, Qixian Zou, Diyan Li, Tao Wang, Jialiang Han

“…Seasonal factors strongly influenced microbial structure, with distinct community assemblages observed across all seasons.DiscussionThe inverse diversity patterns of bacterial and fungal communities suggest complementary roles in nutrient extraction under seasonal dietary constraints. …”
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Global, regional, and national burden of interstitial lung diseases and pulmonary sarcoidosis from 2000 to 2021: a systematic analysis of incidence, mortality, and disability-adjus... by Mi Zhou, Yazhe Zhou, Xin Yang, Kaizhuo Zhou, Xin Zhu

“…Understanding these epidemiological patterns is essential for developing effective prevention and management strategies.…”
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Statistical analysis of individual participant data meta-analyses: a comparison of methods and recommendations for practice. by Gavin B Stewart, Douglas G Altman, Lisa M Askie, Lelia Duley, Mark C Simmonds, Lesley A Stewart

“…Although one-stage models offer a flexible environment for exploring model structure and are useful where across study patterns relating to types of participant, intervention and outcome mask similar relationships within trials, the additional insights provided by their usage may not outweigh the costs of statistical support for routine application in syntheses of randomised controlled trials. …”
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Awareness and involvement of Nigerian Family Physicians in WHO’s Mental Health Gap Action Programme: a qualitative study by Olumide Thomas Adeleke, Wulaimat Abimbolanle Adekunle, Oludaisi Adeshina Oduniyi, Akeem Opeyemi Akinbode, Alarape Naomi Oluwasanya, Omorovbiye Aibangbee, Eloho Joy Orji, Temitayo Olabode Aderemi, Adekunle Joseph Ariba

“…Abstract Background The World Health Organization’s Mental Health Gap Action Programme (mhGAP) intervention guide (IG) offers evidence-based recommendations and instruments for evaluating and comprehensive care of priority disorders. …”
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Medical observations and injury analysis: All Girls Touch Rugby Championship 2024 by Mohamad Nizam Nazarudin, Yong Qin Tan, Ardo Okilanda, Yovhandra Ockta, Reshandi Nugraha

“…Objectives: This study examined injury patterns among adolescent female athletes during the 2024 All-Girls Touch Rugby Championship (AGTR 2024). …”
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Exploring the interplay between LDHA and ABCC1 in breast cancer using computational approach by Bader Alshehri

“…Improving treatment results requires an understanding of the expression patterns, genetic changes, and prognostic importance of ABCC1 and LDHA. …”
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Comprehensive analysis of diagnosis and treatment in 99 cases of abdominal Schwannoma by Shaoqing Fan, Haiqian Wang, Xuemei Sun, Chunyue Gai, Ce Liang, Guiying Wang, Wenbo Niu

“…Initial misdiagnoses were frequent. Pathological evaluations revealed distinct features, including Antoni A and B patterns, spindle cells, and lymphatic sheath structures in benign schwannomas. …”
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Sectoral differences in CSR practices: insights from Slovak food and non-food industries by Jana Kozáková

“…The study uses a quantitative research design based on a structured online questionnaire, which collected data from 284 Slovak companies. …”
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