Research on the functions and potential mechanisms of STAT3 in chronic myelogenous leukemia by Xiaoyun Feng, Yufeng Qin, Yulong Feng, Yingquan Zhuo

“…Based on the DisGENET database, a disease network of the hub genes was constructed, and the DGIdb database was used to construct a drug network of the hub genes. …”
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A Dual-Stream Deep Learning Architecture With Adaptive Random Vector Functional Link for Multi-Center Ischemic Stroke Classification by Mahesh Anil Inamdar, Anjan Gudigar, U. Raghavendra, Massimo Salvi, Raja Rizal Azman Bin Raja Aman, Nadia Fareeda Muhammad Gowdh, Izzah Amirah Binti Mohd Ahir, Mohd Salahuddin Bin Kamaruddin, Khairul Azmi Abdul Kadir, Filippo Molinari, Ajay Hegde, Girish R. Menon, U. Rajendra Acharya

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Structural Assessment of Flexible Pavements Based on the Level of Detail of Management Functions by Edwin Antonio Guzmán Suárez, Diego Fernando Gualdrón Alfonso, Jorge Andrés Sarmiento-Rojas

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Quantum Well-Based Physical Unclonable Functions for IoT Device Attestation by Chris Williamson, Kyle A. Simpson, Douglas J. Paul, Dimitrios P. Pezaros

“…This is achieved through the use of an array of Resonant Tunneling Diodes (RTDs) that facilitate the generation of a ‘strong’ Physical Unclonable Function (PUF) from a limited number of RTDs, reducing the device footprint and resource requirements. …”
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Efficient Neural Network Control of a Brushless DC Motor by A. A. Vеlchеnko, S. A. Pauliukavеts, A. A. Radkеvich, A. K. Ibrahim

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Bioinformatics prediction of function of T-cell exhaustion related genes in ischemic stroke by Yajun Gao, Ruyu Bai, Bo Gao, Ma Li

“…Functional enrichment analysis revealed that these genes were involved in immune response and cellular processes, which were closely related to the level of immune cell infiltration. …”
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Resting-State Functional Connectivity and Cognitive Impairment in Children with Perinatal Stroke by Nigul Ilves, Pilvi Ilves, Rael Laugesaar, Julius Juurmaa, Mairi Männamaa, Silva Lõo, Dagmar Loorits, Tiiu Tomberg, Anneli Kolk, Inga Talvik, Tiina Talvik

“…Dysfunctions in the large-scale resting-state functional networks may underlie cognitive and behavioral disability in these children. …”
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Enhancer RNA transcription pinpoints functional genetic variants linked to asthma by Sarah K. Sasse, Amber Dahlin, Lynn Sanford, Margaret A. Gruca, Arnav Gupta, Fabienne Gally, Ann Chen Wu, Carlos Iribarren, Robin D. Dowell, Scott T. Weiss, Anthony N. Gerber

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Automatic Recognition of Authors Identity in Persian based on Systemic Functional Grammar by Fatemeh Soltanzadeh, Azadeh Mirzaei, Mohammad Bahrani, Shahram Modarres Khiabani

“…First, a corpus composed of documents written by seven contemporary Iranian authors was collected. Second, a list of function words was extracted from the corpus. Moreover, conjunction, modality and comment adjunct system networks were applied to form a lexicon using linguistics resources. …”
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Genomewide Expression and Functional Interactions of Genes under Drought Stress in Maize by Nepolean Thirunavukkarasu, Rinku Sharma, Nidhi Singh, Kaliyugam Shiriga, Sweta Mohan, Swati Mittal, Shikha Mittal, Mallana Gowdra Mallikarjuna, Atmakuri Ramakrishna Rao, Prasanta Kumar Dash, Firoz Hossain, Hari Shanker Gupta

“…A total of 174 drought-responsive genes were selected from HKI1532, and their coexpression network revealed key correlations between different adaptive pathways, each cluster of the network representing a specific biological function. …”
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Service function chain deployment scheme based on heterogeneous backup and remapping by Jichao XIE, Peng YI, Zhen ZHANG, Chuanhao ZHANG, Yunjie GU

“…Network function virtualization technology improves the flexibility of service function chains' deployment.However,the virtual network functions are under the pressure of uncertain failures and malicious attacks.The existing redundant backup methods can solve the problem of VNF failures to some extent,it does not consider the defects of node homogeneity in the face of malicious attacks.A deployment method considering the heterogeneity of nodes was proposed,guaranteeing the heterogeneity of nodes when perform redundant backup and remapping.Simulation experiments demonstrate that the proposed method significantly increases attacker's attack time cost under the cost of the request acceptance rate decreases by 3.8% and the bandwidth consumption increase by 9.2% comparing to the homogeneity backup method.…”
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Effects of the Junction Functionality and Chain Entanglements in Chemomechanical Behavior of Polyelectrolyte Gels by Lianhua Ma, Qingsheng Yang, Chunhui Yang

“…On this basis, the effects of the functionality of network junctions and entanglements of polymer chains are systematically analyzed for free swelling of a cubic polyelectrolyte gel and constrained swelling of a blanket layer of the gel. …”
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Synchronizability of Discrete Nonlinear Systems: A Master Stability Function Approach by Mohanasubha Ramasamy, Suresh Kumarasamy, Sakthi Kumar Sampathkumar, Anitha Karthikeyan, Karthikeyan Rajagopal

“…Furthermore, a comprehensive analysis of the master stability function’s behavior was performed across a diverse range of coupling strengths σ and system parameters. …”
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Mathematical Analysis and Performance Evaluation of the GELU Activation Function in Deep Learning by Minhyeok Lee

“…In addition, we conduct an extensive experimental comparison of the GELU function against a broad range of alternative activation functions, utilizing a residual convolutional network trained on the CIFAR-10, CIFAR-100, and STL-10 datasets as the empirical testbed. …”
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Microstructural and functional abnormalities of the locus coeruleus in freezing of gait in Parkinson's disease by Huimin Sun, Caiting Gan, Xingyue Cao, Yongsheng Yuan, Heng Zhang, Chenhui Wan, Jiaxin Shi, Xufeng Wang, Youyong Kong, Tao Feng, Kezhong Zhang

“…Structural and functional differences in LC between FOG subgroups and the effects of dopaminergic medication were also explored. …”
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Gradient formulae for probability functions depending on a heterogenous family of constraints by van Ackooij, Wim, Pérez-Aros, Pedro

“…Probability functions measure the degree of satisfaction of certain constraints that are impacted by decisions and uncertainty. …”
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Unifying view of mechanical and functional hotspots across class A GPCRs. by Luca Ponzoni, Giulia Rossetti, Luca Maggi, Alejandro Giorgetti, Paolo Carloni, Cristian Micheletti

“…We infer the local mechanical couplings underpinning the receptors' functional dynamics and finally identify those amino acids whose virtual deletion causes a significant softening of the mechanical network. …”
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Recent advances in glycopeptide hydrogels: design, biological functions, and biomedical applications by Jinpeng Zhang, Jianghao Zou, Jianan Ren

“…Glycopeptide hydrogels, biomaterials constructed from polysaccharides and peptides through dynamic covalent bonding and supramolecular interactions, mimic the structure and functions of the natural extracellular matrix. Their three-dimensional network structure endows them with remarkable mechanical resilience, self-healing capacity, and stimuli-responsive behavior, enabling diverse biomedical applications in tissue regeneration, wound healing, drug delivery, and antimicrobial therapies. …”
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Calculating response functions of coupled oscillators using quantum phase estimation by Sven Danz, Mario Berta, Stefan Schröder, Pascal Kienast, Frank K. Wilhelm, Alessandro Ciani

“…Our proposed quantum algorithm operates in the standard s-sparse, oracle-based query access model. For a network of N oscillators with maximum norm ∥H∥_{max}, and when the eigenvalue tolerance ɛ is much smaller than the minimum eigenvalue gap, we use O(log(Ns∥H∥_{max}/ɛ) algorithmic qubits and obtain a rigorous worst-case query complexity upper bound O(s∥H∥_{max}/(δ^{2}ɛ)) up to logarithmic factors, where δ denotes the desired precision on the coefficients appearing in the response functions. …”
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Perturbation and Truncation of Probability Generating Function Methods for Stiff Chemical Reactions by Soyeong Jeong, Pilwon Kim, Chang Hyeong Lee

“…One can reformulate chemical master equations of the stochastic reaction network into a partial differential equation (PDE) of a probability generating function (PGF). …”
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