Functional studies of plant transcription factors and their relevance in the plant root-knot nematode interaction by Jose Domínguez-Figueroa, Jose Domínguez-Figueroa, Almudena Gómez-Rojas, Carolina Escobar

“…In this review, we present the existing knowledge of the TFs with a functional role in the plant-RKN interaction through a comprehensive analysis of current scientific literature and available transcriptomic data.…”
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Differences in composition and potential function of the bacterial communities of cave- and surface-dwelling Mexican salamanders by Julio César García-Sánchez, Sean M. Rovito

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Research on Urban Micro-Community Planning and Design Inspired by Functional Properties of Analogous Cells by Yangyang Wei

“…As the basic unit of life, analogous cells possess efficient spatial utilization, material exchange, and information transmission characteristics which provide important insights for micro-community planning and design. Based on three functional attributes (the spatial utilization performance, material exchange, and information transmission of analogous cells), this study proposes planning and design principles and methods for micro-community inspired by the functional properties of analogous cells. …”
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Five functional domains associated with gait performance in Parkinson’s disease and lateral trunk flexion by Keisuke Ota, Hiroki Mani, Keita Nochimura, Yuichi Nakashiro, Shinsuke Hamada, Fumio Moriwaka

“…The sensory re-weighting system and sensory-motor function are poor in patients with PD and LTF, and this may cause gait impairment. …”
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Electronic-Sports Experience Related to Functional Enhancement in Central Executive and Default Mode Areas by Diankun Gong, Weiyi Ma, Tiejun Liu, Yuening Yan, Dezhong Yao

“…However, little research has examined the relationship between e-sports experience and the plasticity of brain networks that are related to strategization. Using resting-state fMRI data and the local functional connectivity density (lFCD) analysis, this study investigated the relationship between e-sports experience (League of Legends [LOL] in this study) and brain plasticity by comparing between top-ranking LOL players and lower-ranking (yet experienced) LOL players. …”
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A Surrogate Piecewise Linear Loss Function for Contextual Stochastic Linear Programs in Transport by Qi Hong, Mo Jia, Xuecheng Tian, Zhiyuan Liu, Shuaian Wang

“…To address this limitation, inspired by the smart predict-then-optimize framework, we introduce a novel tunable piecewise linear loss function (PLLF). Rather than directly incorporating decision loss into the learning objective based on specific problem, PLLF serves as a general feedback mechanism that guides the prediction model based on the structure and sensitivity of the downstream optimization task. …”
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Targeting MDM2 affects spastin protein levels and functions: implications for HSP treatment by Francesca Sardina, Federica Polverino, Sonia Valentini, Claudia Carsetti, Elisabetta Falvo, Giada Tisci, Silvia Soddu, Fabiola Moretti, Alessandro Paiardini, Cinzia Rinaldo

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Association between cannabis use and brain structure and function: an observational and Mendelian randomisation study by Anya Topiwala, Klaus Ebmeier, Saba Ishrat, Daniel F Levey, Joel Gelernter

“…Bidirectional two-sample Mendelian randomisation analyses were used to investigate potential causal relationships.Findings Cannabis use was associated with multiple measures of brain structure and function. Participants with a history of cannabis use had poorer white matter integrity, as assessed by lower fractional anisotropy and higher mean diffusivity in the genu of the corpus callosum, as well as weaker resting-state functional connectivity in brain regions underlying the default mode and central executive networks. …”
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Validation of video-assisted computer vision goniometry to measure shoulder abduction motor function by Sergey A. Demkin, Anastasia A. Malyakina, Sergey A. Akhramovich, Oleg A. Kaplunov, Irina E. Obramenko, Irina E. Simonova

“…The objective was to validate a video-assisted computer vision goniometry of the motor function of shoulder abduction using the potential of neural networks. …”

Women’s mental health in the doctoral context: Protective function of the psychological capital and academic motivation by Angel Deroncele-Acosta, Roger Pedro Norabuena-Figueroa, Emerson Damian Norabuena-Figueroa

“…The study demonstrates that “Psychological Capital” and “Academic Motivation” along with the dimensions of “Self-efficacy” and “Intrinsic Motivation to Experience Stimulation” serve protective functions. Fourteen success factors for women’s mental health were identified and organized into four main approaches: Optimism, Hope, Resilience, and Self-efficacy. …”
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Rheumatoid Arthritis and miRNAs: A Critical Review through a Functional View by Maria Cristina Moran-Moguel, Stefania Petarra-del Rio, Evangelina E. Mayorquin-Galvan, Maria G. Zavala-Cerna

“…Nevertheless, miRNAs seem to be important regulators of networks instead of single genes; their hypothetical use as biomarkers needs to rely on a functional integrative description of their effects in the biological process of autoimmune conditions which until now is missing. …”
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Versatile physiological functions of the Nudix hydrolase family in berry development and stress response in grapevine by Pei-pei WANG, Zhao-ke WANG, Le GUAN, Muhammad Salman HAIDER, Maazullah NASIM, Yong-bing YUAN, Geng-sen LIU, Xiang-peng LENG

“…The information obtained here may provide good opportunities to explore the physiological functions of VvNUDX genes in berry development and stress response networks in grapevine.…”
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Global research trajectories in gut microbiota and functional constipation: a bibliometric and visualization study by Shun Seng Ong, Lianjie Xu, Ching Wei Ang, Xiaoyue Deng, Hai Lu, Hai Lu, Tianshu Xu, Tianshu Xu

“…BackgroundFunctional constipation (FC) negatively impacts quality of life and is associated with gut microbiota (GM) imbalances. …”
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Modeling and Optimization of Tensile Properties of Epoxy Biocomposites Reinforced with Washingtonia robusta Waste and Biochar Using Response Surface Methodology, Artificial Neural... by Messaouda Boumaaza, Ahmed Belaadi, Hassan Alshahrani, Ibrahim M. H. Alshaikh, Djamel Ghernaout

“…Optimization results indicated ideal conditions of 29.35–29.41% WRW, 11.06–11.24 h treatment time, and 2.99–3% NaOH, based on desirability function RSM and genetic algorithm ANN optimization. …”
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Predicting Geostationary 40–150 keV Electron Flux Using ARMAX (an Autoregressive Moving Average Transfer Function), RNN (a Recurrent Neural Network), and Logistic Regression: A Comparison of Models by L. E. Simms, N. Yu. Ganushkina, M. Van derKamp, M. Balikhin, M. W. Liemohn

“…Value‐predicting models developed using ARMAX (autoregressive moving average transfer function), RNN (recurrent neural network), or stepwise‐reduced regression produced roughly similar results. …”
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Novel Custom Loss Functions and Metrics for Reinforced Forecasting of High and Low Day-Ahead Electricity Prices Using Convolutional Neural Network–Long Short-Term Memory (CNN-LSTM) and Ensemble Learning by Ziyang Wang, Masahiro Mae, Takeshi Yamane, Masato Ajisaka, Tatsuya Nakata, Ryuji Matsuhashi

“…To implement this, we integrate these custom loss functions into a Convolutional Neural Network–Long Short-Term Memory (CNN-LSTM) model, augmented by an ensemble learning approach and multimodal features. …”
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Predictive machine health monitoring using deep convolution neural network for noisy vibration signal of rotating machine using empirical mode decomposition by R. Pavithra, Prakash Ramachandran

Subjects: “…Empirical mode decomposition-intrinsic mode function…”
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Coordinate Transformation between Global and Local Datums Based on Artificial Neural Network with K-Fold Cross-Validation: A Case Study, Ghana by Yao Yevenyo Ziggah, Hu Youjian, Alfonso Rodrigo Tierra, Prosper Basommi Laari

Subjects: “…radial basis function neural network…”
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Research on Small-Target Detection of Flax Pests and Diseases in Natural Environment by Integrating Similarity-Aware Activation Module and Bidirectional Feature Pyramid Network Mod... by Manxi Zhong, Yue Li, Yuhong Gao

“…Secondly, in terms of model architecture, a Bidirectional Feature Pyramid Network (BiFPN) module is introduced to replace the original feature extraction network. …”
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Assessment of Scientific Creative-Potential by Near-Infrared Spectroscopy Using Brain-Network-Based Deep-Fuzzy Classifier by Sayantani Ghosh, Amit Konar, Atulya K. Nagar

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