Optimizing a Rodent Model of Parkinson's Disease for Exploring the Effects and Mechanisms of Deep Brain Stimulation by Karl Nowak, Eilhard Mix, Jan Gimsa, Ulf Strauss, Kiran Kumar Sriperumbudur, Reiner Benecke, Ulrike Gimsa

“…This model is suitable for (1) elucidating the electrochemical processes at the electrode/tissue interface, (2) analyzing the molecular, cellular and behavioral stimulation effects, (3) testing new target regions for DBS, (4) screening for potential neuroprotective DBS effects, and (5) improving the efficacy and safety of the method. …”
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The Role of Big Data Analytics in Revolutionizing Diabetes Management and Healthcare Decision-Making by Muhammad Nauman, Ahmad S. Almadhor, Mohammed Albekairi, Ali R. Ansari, Muhammad A. B. Fayyaz, Raheel Nawaz

“…This study delves into using Machine Learning (ML) in big data environments, explicitly utilizing the MLib library in Apache Spark to derive meaningful insights from diabetic healthcare dataset. The CDC’s Behavioral Risk Factor Surveillance System (BRFSS) was used to empirically demonstrate the advantages of integrating BDA with ML for medical decision-making in Big Data environments. …”
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Cyber Security of the Economy and Public Finances: Historiography and Post-War Trajectory of Development by Petrukha Nina M., Petrukha Serhii V., Zhmaiev Anatolii Yu., Synkevych Maksym E.

“…It was found that the emergence and strengthening of the role of artificial intelligence allows for a closer level of correlation between trends in the development of the economy and public finances by adding new data to predictive models, bringing them to the level of big data, identifying threats and risks in them for the development of adaptive anti-crisis-colored regulatory behavioral models for the State regulators, including in terms of creating formal and informal institutional rules for countering cyber threats. …”
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Artificial neural network TSR for optimization of actinomycin production by Marzieh Lamtar-Gholipoor, Soheil Fakheri, Mahmoud Alimoradi

“…By contrast, the ANN-TSR hybrid approach leverages the predictive power of neural networks and the robust optimization capabilities of TSR, inspired by the resource-sharing behaviors of tree communities. The study employed a Central Composite Design (CCD) to systematically vary concentrations of key medium components, with experimental data used to train the ANN. …”
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Serotonin Syndrome after Sertraline Overdose in a Child: A Case Report by Joana Grenha, Ana Garrido, Hernani Brito, Maria José Oliveira, Fátima Santos

“…An 8-year-old girl with behavioral problems and medicated with risperidone and sertraline was admitted in the emergency department after she had taken voluntarily 1500 mg of sertraline (50 mg/kg). …”
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Early intervention in eating disorders: introducing the chronopathogram by Antonio Preti, Francesco Bevione, Maria Carla Lacidogna, Andrea Raballo, Michele Poletti, Giovanni Abbate-Daga

“…Current research focuses on reducing the duration of untreated eating disorder (DUED) and understanding the cognitive and behavioral symptoms preceding ED onset. However, current early intervention programs for EDs showed mixed results, necessitating further investigation. …”
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Rheological Properties of Dysphagia Food Purees Prepared according to IDDSI Framework by Zheng Wan, Yan Wang, Xiaodong Shi, Wen Hu, Yihan Zhao, Xinying Liu, Jiuming Yan, Yishu Lyu, Yu Xue, Linhua Zhou, Guoyuan Qiu, Xile Jiang

“…The results demonstrated that these food purees can comply with the textural requirements of the International Dysphagia Diet Standardisation Initiative Level 4 and showed gel-like behaviors. The viscosity values of vegetable-meat purees and vegetable-meat-rice purees at shear rates of 50 s−1 were from 0.62 to 1.77 Pa·s, 2.48 to 3.63 Pa·s, respectively. …”
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Disentangling Tinnitus Distress and Tinnitus Presence by Means of EEG Power Analysis by Martin Meyer, Matthias S. Luethi, Patrick Neff, Nicolas Langer, Stefan Büchi

“…The study was meant to disentangle TI with high distress from those who suffer less from persistent tinnitus based on both neurophysiological and behavioral data. A principal component analysis of psychometric data uncovers two distinct independent dimensions characterizing the individual tinnitus experience. …”
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Lifestyle Characteristics and Gastroesophageal Reflux Disease: A Population-Based Study in Albania by Lulzim Çela, Bledar Kraja, Kliti Hoti, Ervin Toçi, Herion Muja, Enver Roshi, Genc Burazeri

“…We aimed to assess the prevalence and lifestyle correlates of gastroesophageal reflux disease (GERD) in the adult population of Albania, a Mediterranean country in Southeast Europe which has experienced major behavioral changes in the past two decades. Methods. …”
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Applying Big Data Based Deep Learning System to Intrusion Detection by Wei Zhong, Ning Yu, Chunyu Ai

“…In order to further enhance the performance of machine learning based IDS, we propose the Big Data based Hierarchical Deep Learning System (BDHDLS). BDHDLS utilizes behavioral features and content features to understand both network traffic characteristics and information stored in the payload. …”
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Movement traits important to conservation and fisheries management: an example with red snapper by Susan K. Lowerre-Barbieri, Kara Wall, Claudia Friess, Sean Keenan, Chad Lembke, Joseph Tarnecki, Laura Jay Williams-Grove, William F. Patterson

“…Abstract Site fidelity, space use, and dispersal are commonly estimated with acoustic telemetry (AT) to help inform management and conservation. These behaviors can change with age, habitat and environmental conditions and our ability to accurately estimate them is affected by a study’s inference power (design components that affect how accurately detection data represents a species’ movements). …”
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Applying in machine learning and deep learning in finance industry: A case study on repayment prediction by Nguyễn Phát Đạt, Hồ Mai Minh Nhật, Trương Công Vinh, Lê Quang Chấn Phong, Lê Hoành Sử

“…The present inquiry advocates for the adoption of sophisticated computational methodologies, including machine learning and deep learning, to analyze borrowers’ behavioral patterns, demographic profiles, and credit histories, thus facilitating the prognostication of loan repayment likelihood. …”
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The Themes of Entrepreneurship Discourse: A Data Analytics Approach by Philip T. Roundy, Arben Asllani

“…Scholars are devoting heightened attention to the language of entrepreneurship and to its influence on the cognition, behaviors, and outcomes of entrepreneurs and their stakeholders. …”
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Mental Health, Emotional Regulation, and Psychosocial Work Factors Among Scientific Researchers: A Cross-Sectional Study from Paraguay by Julio Torales, Anthon Torres-Romero, Iván Barrios, Marcelo O’Higgins, Tomás Caycho-Rodríguez, João Mauricio Castaldelli-Maia, Antonio Ventriglio

“…Sociodemographic, academic, and behavioral variables were also analyzed. Results: Findings revealed significant rates of depression (26.4%), anxiety (30.6%), and stress (32.3%), with female researchers reporting nearly twice the rates of anxiety and stress compared to males. …”
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Psychometric properties of the Nomophobia Questionnaire (NMP-Q) in Peruvian adolescents by Joel Figueroa-Quiñones, Miguel Ipanaqué-Zapata, Oriana Rivera-Lozada, Giusepi Zevallos Mayanga, Diana Gonzales Diaz

“…The Nomophobia Scale (NMP-Q) is a measure that evaluates anxiety behaviors when being without a mobile phone.ObjectiveTo evaluate the psychometric properties of the Nomophobia Questionnaire (NMP-Q) in Peruvian adolescents.MethodsAn instrumental study was conducted and 900 adolescents of both sexes, between 12 and 17 years old, living in northern, rural, and eastern regions of Peru were evaluated. …”
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Gastric Dilation due to a Neuroleptic Agent in an Elderly Patient: A Case Report by V. Parent, L. Popitean, A. Loctin, A. Camus, P. Manckoundia

“…He had dementia with behavioral disorders treated with cyamemazine, a sedative and anxiolytic neuroleptic. …”
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Strategies for introducing and implementing vaccines for adults into national immunization programs in Europe: Good practices and key insights of the adult immunization board meeti... by Sara Boccalini, Angela Bechini, Marco Del Riccio, Birgit Weinberger, Jacek Wysocki, Domenico Martinelli, Ole Wichmann, Tiina Likki, Greet Hendrickx, Pierre Van Damme, Chloé Wyndham-Thomas, Paolo Bonanni, Jade Pattyn

“…Implementation science as well as behavioral and cultural insights can be used to identify tangible interventions to improve uptake. …”
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Icaritin alleviates motor impairment and osteoporosis in Parkinson’s disease mice via the ER-PI3K/Akt pathway by Xianmei Lin, Xinyu Zhou, Xingman Liu, Lingqiong Xia, Jing Cai, Nanqu Huang, Yong Luo, Weidong Wu

“…ICT (20 mg/kg) was administered for 14 days, and motor function was assessed using various behavioral tests. Serum estradiol, FSH, LH levels were measured by ELISA, and the expression of PI3K/Akt signaling and apoptosis proteins was analyzed by Western blot. …”
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Numerical Modeling of Tsunami Waves Interaction with Porous and Impermeable Vertical Barriers by Manuel del Jesus, Javier L. Lara, Inigo J. Losada

“…Finally, flow around the breakwater is analyzed identifying different flow behaviors in the vicinity of the breakwater and in the far field of the structure.…”
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Non-communicable diseases in Saudi adolescents: prevalence, risk factors, and implications for public health by Mansour Almuqbil, Syed Imam Rabbani, Rafiulla Gilkaramenthi, Mohammad Aljawadi, Walaa F. Alsanie, Walaa F. Alsanie, Abdulhakeem S. Alamri, Abdulhakeem S. Alamri, Majid Alhomrani, Majid Alhomrani, Sara Alrouwaijeh, Amal F. Alshammary, Mohd Imran, Syed Mohammed Basheeruddin Asdaq, Syed Mohammed Basheeruddin Asdaq

“…Targeted interventions are needed to promote healthy behaviors and mitigate the long-term risks of these conditions.…”
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