From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications by Evgenia Gkintoni, Anthimos Aroutzidis, Hera Antonopoulou, Constantinos Halkiopoulos

“…High computational cost is prohibitive to the use of deep learning models in real-world applications, therefore indicating a need for the development and application of optimization techniques. …”
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Optimizing non-invasive vagus nerve stimulation for treatment in stroke by Sheharyar S. Baig, Samantha Dorney, Mudasar Aziz, Simon M. Bell, Ali N. Ali, Li Su, Jessica N. Redgrave, Arshad Majid

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Multi-objective optimization of visual and tactile desirability of wooden textures by Ayaka TAMURA, Shogo OKAMOTO

“…In the multi-objective optimization process using the Taguchi method, a single-objective optimization is performed on iteratively updated sample sets. …”
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Repetitive peripheral magnetic stimulation alone or in combination with repetitive transcranial magnetic stimulation in poststroke rehabilitation: a systematic review and meta-anal... by Yong Wang, Kenneth N. K. Fong, Youxin Sui, Zhongfei Bai, Jack Jiaqi Zhang

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Hybrid Laminar Flow Control Optimizations for Infinite Swept Wings by Yayun Shi, Xiayu Lan, Tihao Yang

“…However, there is a lack of systematic parameter studies for the hybrid laminar flow control (HLFC) together with natural laminar flow (NLF). …”
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Optimization of Bus Rerouting to Alleviate the Impact of Rail Transit Construction by Yiran Wang, Jingxu Chen, Xinlian Yu, Qinhe An, Xu Wu

“…The model considers several practical constraints, including service connectivity, rationality of bus travel time, and budget for building new bus stops. It realizes a systematic optimization of bus rerouting lines affected by rail transit construction. …”
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The prevalence of dyslipidemia and its correlation with anti-retroviral therapy among people living with HIV in China: a systematic review and meta-analysis by Zhai Wenjing, Ouyang Fei, Zhan Shenao, Huang Yu, Fu Gengfeng, Yang Haitao, Yang Haitao

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Aptamer Sequence Optimization and Its Application in Food Safety Analysis by Xinna Qin, Lina Zhao, Yang Zhang, Jiyong Shi, Haroon Elrasheid Tahir, Xuechao Xu, Kaiyi Zheng, Xiaobo Zou

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Comparison of intravascular imaging, physiological assessment and angiography for coronary revascularization in acute coronary syndrome: a systematic review and network meta-analys... by Xuan-Yan Liu, Bin-Hua Ye, Xian-Dan Wu, Yue Lin, Xian Lin, Yan-Yan Li, Jing-Chao Sun

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The diagnostic accuracy of point-of-care nucleic acid-based isothermal amplification assays for scrub typhus: a systematic review and meta-analysis by Rashi Dixit, Sandeep Manikandan, John Antony Jude Prakash, Manisha Biswal, Dharitri Mohapatra, Natarajan Gopalan, G. Gnanamani, Sujit Kumar Behera

“…Analysis was performed using Meta-DiSc 2.0 for the assessment and comparison of diagnostic performance of the isothermal assays.ResultsOverall, six studies were selected as a part of this systematic review. All the selected studies (n = 6) optimized LAMP as their index test to detect scrub typhus. …”
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Image analysis optimization for nanowire-based optical detection of molecules by Davtyan Rubina, Anttu Nicklas, Valderas-Gutiérrez Julia, Höök Fredrik, Linke Heiner

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Optimizing maritime logistics for sustainable development in Kenya's Blue Economy by Conrad Ochego Mogaka

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Adjoint-Assisted Shape Optimization of Microlenses for CMOS Image Sensors by Rishad Arfin, Jens Niegemann, Dylan McGuire, Mohamed H. Bakr

“…Therefore, a systematic optimization approach is required to accelerate the development of efficient microlenses with enhanced optical performance. …”
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Planning and optimization models in ready-made concrete production and logistics by Mykhailo Buhaievskyi, Yuri Petrenko

“…The main objectives of this study are as follows: (1) to create a systematic representation of logistics processes in concrete production and distribution; (2) to develop a planning and optimization model for the ready-mix concrete supply chain; (3) to design an infrastructure optimization model for the production and distribution network; (4) to build a simulation model for analyzing production and logistics processes; and (5) to perform experiments to evaluate different system operation modes. …”
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Using optimization tools to explore stratospheric aerosol injection strategies by E. Brody, Y. Zhang, D. G. MacMartin, D. Visioni, B. Kravitz, B. Kravitz, E. M. Bednarz, E. M. Bednarz, E. M. Bednarz

“…Nonetheless, these strategies still do not fully compensate for the pattern of climate changes caused by increased greenhouse gas concentrations, creating a novel climate state. To date there has not been a systematic assessment of whether there are strategies that could do a better job of managing some specific climate goals, nor an assessment of any underlying trade-offs between managing different sets of climate goals. …”
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Material synthesis and design optimization of biomaterials for biomedical implant applications by Nilesh Tipan, Ajay Pandey, Pushyamitra Mishra

“…A subsequent statistical analysis was executed to determine the optimal material concentration for bio-implant alloy creation. …”
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Integrating production planning in collaborative manufacturing: Systematic literature review, and future research direction by Muhammad Shodiq Abdul Khannan, Muhammad Kusumawan Herliansyah, Andi Sudiarso

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Role of gastroenterologists and healthcare providers in promoting COVID-19 immunization among individuals with inflammatory bowel disease: A systematic review and meta-analysis on... by Francesco Paolo Bianchi, Maurizio Polignano, Nicola Carella, Ornella Rotolo, Margherita Curlo, Mauro Mastronardi

“…Our study aims to assess COVID-19 VH among a global population of patients with IBD and to investigate the role of healthcare professionals, particularly gastroenterologists, in promoting immunization. …”
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Methodology for adapting a co-created early childhood development intervention and implementation strategies for use by frontline workers in India and Guatemala: a systematic appli... by Amruta Bandal, Sara Hernández, Revan Mustafa, Karyn Choy, Namrata Edwards, Magdalena Guarchaj, Marinés Mejía Alvarez, Anushree Sane, Scott Tschida, Chetna Maliye, Ann Miller, Abhishek Raut, Roopa Srinivasan, Morgan Turner, Bradley H. Wagenaar, Ilgi Ertem, Maria del Pilar Grazioso, Subodh S. Gupta, Vibha Krishnamurthy, Peter Rohloff

“…There is little evidence on optimizing the effectiveness and implementation of evidence-based early childhood development (ECD) interventions when task-shifted to frontline workers. …”
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The impact of mass screening and treatment interventions on malaria incidence and prevalence: a retrospective analysis of a malaria elimination programme in eastern Myanmar, and sy... by Jade D. Rae, Angela Devine, Chanapat Patekkham, Aung Myint Thu, Gilles Delmas, Daniel M. Parker, Richard J. Maude, Jacher Wiladphaingern, Ladda Kajeechiwa, May Myo Thwin, Saw Win Tun, Julie A. Simpson, François H. Nosten

“…Results from nine studies identified in the systematic review demonstrate the variable impact of MSAT, which is likely influenced by a variety of factors, including intervention coverage and uptake, baseline malaria endemicity, and methods used for MSAT delivery. …”
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