Application of Open-Source, Low-Code Machine-Learning Library in Python to Diagnose Parkinson's Disease Using Voice Signal Features by Daniel Hilário da Silva, Caio Tonus Ribeiro, Leandro Rodrigues da Silva Souza, Adriano Alves Pereira

“…We leveraged the PyCaret Python library's ML algorithms and functions, which were introduced in this article, to demonstrate their simplicity and effectiveness in dealing with real-world data. …”
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Close neighbors, not intruders: investigating the role of tank bromeliads in shaping faunal microbiomes by Rodolfo Martínez-Mota, Antonio Acini Vásquez-Aguilar, Dolores Hernández-Rodríguez, Emilio A. Suárez-Domínguez, Thorsten Krömer

“…Epiphytic tank bromeliads play an important role in the functioning of these ecosystems and provide a microhabitat for many species of invertebrates. …”
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Multimodal prediction of trait emotional intelligence-Through affective changes measured using non-contact based physiological measures. by Vrinda Prajapati, Rajlakshmi Guha, Aurobinda Routray

“…This adversely affects the individual's psychological functioning. A higher trait emotional intelligence (EI) is not only associated with psychological wellbeing, educational attainment, and job-related success, but also with willingness to seek professional and non-professional help for personal-emotional problems, depression and suicidal ideation. …”
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THE THIOREDOXIN SYSTEM IN REGULATING MCF-7 CELL PROLIFERATION UNDER REDOX STATUS MODULATION by E. A. Stepovaya, E. V. Shakhristova, N. V. Ryazantseva, O. L. Nosareva, R. I. Chil’chigashev, M. Yu. Egorova

“…Despite the available data on tumor cell functioning under the conditions of free radical-mediated oxidation, the mechanisms of redox regulation, cell proliferation management and apoptosis avoidance remain understudied.The objective of the study was to identify the role of the thioredoxin system in regulating MCF-7 breast cancer cell proliferation under redox status modulation with 1.4-dithioerythritol.Material and methods. …”
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Practice and discussion on maintenance of seawater pump at LNG terminal by Zhengyin WANG, Hongqiang LIU, Junxiao WANG

“…Incorporating intelligent technologies such as sensors, data analysis, and cloud computing via the Internet of Things (IoT) into overhaul and maintenance procedures can enable realtime monitoring and alerts. …”
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Infrared thermography based fault diagnosis of diesel engines using convolutional neural network and image enhancement by Wang Rongcai, Yan Hao, Dong Enzhi, Cheng Zhonghua, Li Yuan, Jia Xisheng

“…Timely detection and elimination of defects play a crucial role in maintaining the normal functioning of these systems. Significant temperature fluctuations during the operation of diesel engines are often associated with malfunctions, including ignition failure, abnormal intake, and exhaust processes. …”
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In silico screening of differentially expressed genes influenced by AFAP1-AS1 in lung adenocarcinoma by Zohreh Jahanafrooz, Mahsa Tooshi

“…Dysregulation of lncRNAs has an essential impact on the transcriptome, influencing cellular functions and behaviors. High expression of lncRNA AFAP1-AS1 has been widely reported in lung adenocarcinoma (LUAD). …”
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Method for Distinguishing the Digital Images in Different Formats by Kobozeva A.A., Bobok I.I., Kushnirenko N.I.

“…Nowadays, the energy systems are considered to be the main vital factor for the functioning of society. Today, this part of the infrastructure cannot exist without the informative infrastructure, so it needs efficient information and cyber protection. …”
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“Waiting for the Germans to Come”: Persecution of Kyivans by Soviet Special Services in the First Months of the Nazi Invasion (22 June — 18 September 1941) by Tamara Vronska, Tetiana Zabolotna

“…The scientific novelty of the work lies in the application of a comprehensive approach to studying political terror, combining an analysis of legal acts with empirical data on the repressed. …”
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A role for fibrillar collagen deposition and the collagen internalization receptor endo180 in glioma invasion. by Ivo J Huijbers, Marjan Iravani, Sergey Popov, David Robertson, Safa Al-Sarraj, Chris Jones, Clare M Isacke

“…Functionally, we demonstrate that Endo180 serves as the major collagen internalization receptor in GBM cell lines and provide the first evidence that this activity is critical for the invasion of GBM cells through fibrillar collagen matrices.…”
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Novel cuproptosis-related lncRNAs risk model to predicting prognosis and guiding immunotherapy for OSCC patients by Lingbo Kong, Chenfei Wang, Xiaohui Lu, Qianqi Zhu, Yihua Song, Xingmei Feng

“…The two risk groups differed significantly in immune functions, drug sensitivity, and overall survival. …”
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Evaluation of Healthcare Staff Satisfaction Regarding Furniture Design for Working and Resting Spaces by Zeynep Tuna Ultav, Çiğdem Çetin, Gülnur Ballice, Gizem Güler Nakıp

“…The findings from observations, questionnaires, and interviews are evaluated through a literature review conducted in this study, as evidenced at the conclusion of each analysis section. The data regarding user satisfaction of furniture in the hospitals’ interior spaces were analyzed in terms of tangible physical attributes of furniture such as ergonomic qualities, functionality in layout, sensory qualities of materials and color, and intangible psycho-social attributes such as a sense of belonging/personalization and privacy/sense of control. …”
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Trends in digitalization of financial and economic activities of companies in Ukraine by A.Yu., M.Р., S.М., I.V., O.А.

“…The methodological basis of the study were general and special research methods, including methods of theoretical generalization, analysis, synthesis, comparison and others. The information base of the study was the data of the State Statistics Service of Ukraine, National Bank of Ukraine, research of international organizations, scientific papers and other open sources. …”
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DIFFERENCE IN THE DISTRIBUTION OF SELECTED BLOOD VARIABLES AMONG ATHLETES DURING A COMPETITION PERIOD by Sam Mugandani, Trayana Djarova-Daniels

“…Exercise is known to cause considerable changes in leucocyte counts and functions. The aim of the present study was to investigate the effect of exercise on leukocyte counts in athletes of different sporting codes during the competition time of the season. …”
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A Method for Monitoring the Reliability of Technical Systems by Identifying the Entropy of the Causes of their Failures by A. T. Rybak, S. V. Teplyakova, A. V. Olshevskaya, A. S. Prutskov

“…The paper used mathematical statistics and probability theory — a parametric method for assessing reliability with a simplified approach, which assumes the deterministic behavior of the machine as a system with a predetermined functioning that does not depend on external circumstances. …”
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Unveiling river-groundwater interactions through time-variable seismic velocity in northern Pingtung Plain, southern Taiwan by Tzu-Yi Lien, Emmy Tsui-Yu Chang, Hou-Sheng Cheng, Ta-Kang Yeh

“…Seismic velocity changes (dv/v) were determined from four years of continuous seismic data applying seismic interferometric analysis and cross-correlation functions (CCFs) between seismic stations to reconstruct an ambient seismic wavefield. …”
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Practical insights for enhancing primary care rehabilitation services in low-resource contexts by Maria Y. Charumbira, Karina Berner, Quinette A. Louw

“…Semi-structured interviews were conducted with 37 PCPs and 40 patients. Thematic analysis of transcribed and translated data was done in ATLAS.ti version 22.2.4. …”
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Convex Optimization of Markov Decision Processes Based on Z Transform: A Theoretical Framework for Two-Space Decomposition and Linear Programming Reconstruction by Shiqing Qiu, Haoyu Wang, Yuxin Zhang, Zong Ke, Zichao Li

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A high-throughput genetic screen identifies previously uncharacterized Borrelia burgdorferi genes important for resistance against reactive oxygen and nitrogen species. by Meghan E Ramsey, Jenny A Hyde, Diana N Medina-Perez, Tao Lin, Tao Lin, Lihui Gao, Maureen E Lundt, Xin Li, Steven J Norris, Jon T Skare, Linden T Hu

“…B. burgdorferi contains a limited repertoire of canonical oxidative stress response genes, suggesting that novel gene functions may be important for protection of B. burgdorferi against ROS or RNS exposure. …”
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KAN-Based Tool Wear Modeling with Adaptive Complexity and Symbolic Interpretability in CNC Turning Processes by Zhongyuan Che, Chong Peng, Jikun Wang, Rui Zhang, Chi Wang, Xinyu Sun

“…KANs uniquely combine the adaptability of data-driven methods with the interpretability of physics-based models, offering actionable insights for researchers and practitioners.…”
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