Reconfiguration of brain network dynamics in bipolar disorder: a hidden Markov model approach by Xi Zhang, Lan Yang, Jiayu Lu, Yuting Yuan, Dandan Li, Hui Zhang, Rong Yao, Jie Xiang, Bin Wang

“…This study employed hidden Markov model (HMM) analysis to delve deeper into the moment-to-moment temporal patterns of brain activity in BD. We utilized resting-state functional magnetic resonance imaging (rs-fMRI) data from 43 BD patients and 51 controls to evaluate the altered dynamic spatiotemporal architecture of the whole-brain network and identify unique activation patterns in BD. …”
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Industrial Image Anomaly Detection via Synthetic-Anomaly Contrastive Distillation by Junxian Li, Mingxing Li, Shucheng Huang, Gang Wang, Xinjing Zhao

“…<i>FeaCali</i> modules are trained to strip out a student’s anomalous patterns in anomaly branches, enhancing the student network’s exclusive modeling of normal patterns. …”
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Role of conscious awareness and Big Five in predicting the digital addiction by Yıldız Erzincanli, Fatma Geçikli

“…With awareness, it is aimed to contribute to individuals to evaluate their past experiences more objectively, to get rid of automatic behavioral and emotional patterns, and to show more moderate reactions by avoiding aggressive reactions. …”
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PREDICTION INTERVALS IN MACHINE LEARNING: RESIDUAL BOOTSTRAP AND QUANTILE REGRESSION FOR CASH FLOW ANALYSIS by Wa Ode Rahmalia Safitri, Farit Mochamad Afendi, Budi Susetyo

“…Using transaction data from Bank Rakyat Indonesia (BRI), the research analyzes both office and e-channel transactions with different lag structures based on Granger Causality tests. Model performance was evaluated using RMSLE, MAE, and MAPE metrics, with RMSLE chosen as primary due to its ability to handle skewed distributions. …”
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Seasonal influenza vaccination for children in Thailand: a cost-effectiveness analysis. by Aronrag Meeyai, Naiyana Praditsitthikorn, Surachai Kotirum, Wantanee Kulpeng, Weerasak Putthasri, Ben S Cooper, Yot Teerawattananon

“…<h4>Methods and findings</h4>We developed an age-structured model to evaluate the cost-effectiveness of eight vaccination policies parameterized using country-level data from Thailand. …”
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Dynamic rasterstereography improves the detection of movement delays and dynamic asymmetries in the scapulothoracic kinematic of healthy subjects by Richard Julius Freytag, Jonas Wilhelm Moss, Filippo Maria Piana Jacquot, Jakob Zapatka, Rebecca Herrmann, Mahmoud Ragab, Sebastian Scheidt, Davide Cucchi

“…This study aimed to evaluate the diagnostic efficacy of DRS‐assisted observation in identifying dyskinetic scapulothoracic patterns. …”
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Opportunities and limitations of CT - assessment of neoadjuvant chemoradiation therapy of gastric cancer by T. A. Agababyan, N. K. Silanteva, V. Yu. Skoropad, S. A. Ivanov, A. D. Kaprin, Yu. A. Komin, A. Yu. Usacheva, D. D. Kudryavtsev

“…The maximal wall thickness (p&lt;0.001) and the maximal area of the tumor (p&lt;0.001) decreased significantly in postchemoradiotherapy scans compared to the baseline.CT texture analysis after the completion of radiochemotherapy showed that the primary tumors became more homogenous with the multilayer pattern, especially in the peripheral portion of the residual tumor, a marked enhancement of the mucosal layer of the stomach in 17 of 24 patients (71%) in the arterial phase and in 20 of 24 patients (83%) in the portal and/or venous phases.Accurate measurement of the tumor before and after the therapy allowed the evaluating the response to therapy by RECIST 1.1 criteria. …”
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Re-composing Physical Form with Energy-Based Resilience Approach to Improve Thermal Comfort (Case Study: Sadra New Town) by Sahar Akbari, Mahsa Sholeh, Sahand Lotfi

“…The evaluation result showed that no part of the neighborhood is in the optimal temperature range. …”
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Layer-by-Layer Multifractal Scanning of Optically Anisotropic Architectonics of Blood Plasma Films: Fundamental and Applied Aspects by Alexander Ushenko, Natalia Pavlyukovich, Oksana Khukhlina, Olexander Pavlyukovich, Mykhaylo Gorsky, Iryna Soltys, Alexander Dubolazov, Yurii Ushenko, Olexander Salega, Ivan Mikirin, Jun Zheng, Zhebo Chen, Lin Bin

“…The research is based on the Jones-matrix analytical framework, which describes the formation of polarization-structural speckle fields in polycrystalline blood plasma facies. …”
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Protein Kinase-Major Sperm Protein (PK-MSP) Genes Mediate Recognition of the Fungal Necrotrophic Effector SnTox3 to Cause Septoria nodorum Blotch in Wheat by Zengcui Zhang, Katherine L. D. Running, Sudeshi Seneviratne, Amanda R. Peters Haugrud, Agnes Szabo-Hever, Gurminder Singh, Kateřina Holušová, István Molnár, Jaroslav Doležel, Timothy L. Friesen, Justin D. Faris

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PROCESS MANAGEMENT SYSTEMS IN THE BUSINESS-ORIENTED MODEL OF ENTERPRISE DEVELOPMENT by Valentyna A. Pavlova

“…Based on the content analysis of approaches to their definition, management of their implementation, description in various spheres of economic activity, the need for automation and optimization, a conceptual pattern of business processes is proposed. According to the concept, the input and output criteria of business processes, their structure and sequence of operations and the interaction of units depending on the field of activity are chosen. …”
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Direction des sociétés, modèle de reproduction des élites managériales et financiarisation du capitalisme allemand : Enseignements à partir d’un panel de vingt-cinq sociétés cotées... by Christopher Lantenois

“…The aim of this paper is to evaluate the impact of the foreign Institutional Investors arrival in the German quoted firms’ capital structure, and the broadcast of the “Shareholder Value” discourse, on the social reproduction process of the German managerial Elites. …”
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Insights of community pharmacists on antibiotic misuse during the COVID-19 pandemic in the northern region of Cyprus by Mümtaz Güran, Barış Ali Ömer, Ekin Ceylanlı, Muharrem İyican, Laden Tepretmez, Dilara Kuşi, İpek Ü Aktürk

“…This study aimed to evaluate the knowledge, perceptions, and observations of community pharmacists concerning antibiotic utilization during and after the pandemic; and offer crucial insights into its impact on antibiotic usage patterns and infection dynamics. …”
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Morphological analysis and functional connectivity of the insular in patients with dysphagia after cerebral infarction based on resting-state fMRI by Ming Guo, Bingjie Li, Jun Zhao, Chen Bai, Weiyong Yu, Hongxia Zhang, Haoyuan Li, Yongxue Yuan, Qingsu Zhang, Tong Zhang

“…However, the mechanisms underlying its structural and functional network reorganization remain elusive. …”
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Impact of parallel construction schemes on the stability of surrounding rock in closely spaced multi-line tunnels by LIU Li, ZHANG Zheng, LIU Jun, OU Chen, ZHAO Yingbo, ZHAO Futian

“…Therefore， it is crucial to design a rational parallel excavation scheme for closely spaced multi-line tunnels.MethodsThis study evaluates two parallel excavation schemes with different excavation sequences by establishing a three-dimensional finite element numerical simulation model. …”
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Biomechanical Analysis of Pediatric Dental Crowns: A Comparative Study of Zirconia, Bioflex, and PEEK Using Finite Element Analysis by Leena Kumari, Aradhana Agrawal, Anusmita Mandal, Divyani Nandekar, Jagruti Narlawar, Shilpa Ghosh

“…Stress and deformation were evaluated using the von Mises criterion, with color-coded outputs highlighting stress patterns. …”
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Macroevolutionary trends in Ceratosauria body size: insights of phylogenetic comparative methods by Enzo E. Seculi Pereyra, Damian E. Pérez, Ariel H. Méndez

“…Therefore, we aimed to test whether body size evolved in Ceratosauria in accordance with Cope´s rule, evaluate what factors best explain differences in body size within Ceratosauria and examine what patterns of evolution rates, selection strength and constrain explain the diversification body size in Ceratosauria. …”
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Bacteriuria Among Type 2 Diabetes Mellitus Patients Attending Ejisu Government Hospital in the Ashanti Region, Ghana by Constancia S. Dansoa, Nicholas Y. Anaba, Richard T. Zangine, Christine Kodji, Frank A. Bonsu, Gideon O. Abbiw, Isaac Acheampong, Solomon Wireko, Seth A. Domfeh

“…The antibiotic sensitivity patterns of the bacteria isolates were evaluated using the Kirby-Bauer disc diffusion method. …”
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Bundling regions to explore synergies and trade-offs among water-wetland-food nexus in Black Soil Granary, China by Xiaolu Chen, Ying Guo, Qingtao Ma, Yilin Shen, Xiaolong Zhang, Shui Yu, Yanjun Shen

“…In this study, a comprehensive WWF evaluation system was proposed to analyze spatiotemporal patterns across 20 prefecture-level cities (2000–2020) using a coupling coordination degree model. …”
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Transforming tabular data into images via enhanced spatial relationships for CNN processing by Hameedah A. Alenizy, Jawad Berri

“…Abstract Convolutional neural networks (CNNs), renowned for their efficiency in image analysis, have revolutionized pattern and structure recognition in visual data. …”
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