EEG-based schizophrenia diagnosis using deep learning with multi-scale and adaptive feature selection by Alanoud Al Mazroa, Majdy M. Eltahir, Shouki A. Ebad, Faiz Abdullah Alotaibi, Venkatachalam K, Jaehyuk Cho

“…The proposed model has significantly outperformed existing methods with a 99.5% accuracy rate. With the help of atrous convolutions, local and global dependencies within the EEGs can be effectively modeled in this way. …”
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VdaBSC: A Novel Vulnerability Detection Approach for Blockchain Smart Contract by Dynamic Analysis by Rexford Nii Ayitey Sosu, Jinfu Chen, Edward Kwadwo Boahen, Zikang Zhang

“…These flaws can be detected using dynamic analysis methods that extract various aspects from smart contract bytecode. …”
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Spinal cord stimulation using time-dynamic pulses achieves longer reversal of allodynia compared to tonic pulses in a rat model of neuropathic pain by Changfang Zhu, Ki-Soo Jeong, Ki-Soo Jeong, Muhammad Edhi, Victoria Rogness, Carl Y. Saab, Carl Y. Saab, Rosana Esteller

“…BackgroundSpinal cord stimulation (SCS) utilizing time-dynamic pulses (TDPs) is an emergent field of neuromodulation that continuously and automatically modulates pulse parameters. …”
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High Quality Dynamic Occlusion Computational Ghost Imaging Guided Through Conditional Diffusion Model by Minze Liang, Enkui Zhang, Xinyi Zheng, Huixing Yang, Liyu Zhang, Xuan Liu, Yongli Zhang

“…In this work, we propose a high-quality dynamic occlusion computational ghost imaging method guided by a conditional diffusion model. …”
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Pallidal GABA B receptors: involvement in cortex beta dynamics and thalamic reticular nucleus activity by Nelson Villalobos, Victor Manuel Magdaleno‐Madrigal

“…Our results proved that the GP modulates cortical oscillation dynamics through the GP-RTn network via tonic modulation of RTn activity.…”
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A brief exploration of the physical properties of single living cells under dynamic loading conditions by Dasen Xu, Chongyu Zhang, Ruining Peng, Ruining Peng, Ru Zhang, Haoyu Chen, Yulong Li, Yulong Li, Hui Yang, Hui Yang

“…While extensive research has focused on static or quasi-static loading, the purely mechanical properties under high-rate impact remain underexplored. Investigating cell responses to dynamic loading can isolate rapid deformation characteristics, potentially clarifying how life activities modulate mechanical behavior.Methods:We developed a custom dynamic loading system to expose single adherent macrophage cells to transient compression–shear stresses in a controlled fluid environment. …”
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Vibration Damage Analysis of Bottom Hole Assembly Under Axial Impact Based on Dynamic Analysis by Qilong Xue, Yafeng Li, Jianbo Jia, Lun Zhao

“…Addressing the problem of vibration fatigue in the lower BHA when subjected to high-frequency impact stresses during impact drilling, this study utilizes finite-element impact modules and Design-Life fatigue analysis software to establish a nonlinear dynamic model of the drill string assembly under axial excitation. …”
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State-Space Method-Based Frame Dynamics Analysis of the Six-Rotor Unmanned Aerial Vehicles by Ruijing Liu, Yu Liu, Yi Zhang

“…Furthermore, the computational efficiency has been significantly enhanced, meeting the requirements for vibration simulation analysis. The dynamic analysis approach grounded in state-space theory offers a novel methodology for investigating the dynamic performance of complex structures, enabling efficient and precise analysis of frequency response characteristics in complex linear systems such as electric vehicle (EV) battery modules and motor systems. …”
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Joint Scheme of Dynamic Polarization Demultiplexing and PMD Compensation Up To Second Order for Flexible Receivers by Hengying Xu, Xiaoguang Zhang, Xianfeng Tang, Chenglin Bai, Lixia Xi, Wenbo Zhang, Hongjun Zheng

“…More importantly, when SOP keeps a fast rotation of 1.00, 10.00, or 20.02 Mrad/s, the system tolerances of first-order PMD and SOPMD that the joint scheme achieves are 28.57 ps and 793 ps² for 28 GBaud PDM-QPSK at optical signal-to-noise rate (OSNR) of 17 dB, and 50 ps and 4836 ps² for 10 GBaud PDM-16 quadratic-amplitude modulation (QAM) at OSNR of 23 dB, respectively. …”
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Integrative analysis of T cell-associated markers in Ewing sarcoma reveals prognostic signatures and immune dynamics by Umair Ali Khan Saddozai, Umair Ali Khan Saddozai, Chenxu Liu, Chenxu Liu, Fei Yan, Zhendong Lu, Muhammad Babar Khawar, Muhammad Babar Khawar, Muhammad Usman Akbar, Saadullah Khattak, Haibo Sun, Haibo Sun, Ping Yang

“…Insights into T cell markers and tumor-immune dynamics offer promising advances in prognostic assessment and immunotherapy for ES. …”
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Restoration of autonomic balance and cortical and cerebral structures functions harmonization indicators by means of gamma-aminobutyric acid system modulation in patients with prim... by V. V. Batushkin, I. О. Lavrinchuk

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A Novel Single-Layer Microfluidic Device for Dynamic Stimulation, Culture, and Imaging of Mammalian Cells by Adil Mustafa, Antonella La Regina, Elisa Pedone, Ahmet Erten, Lucia Marucci

“…Microfluidic platforms that allow both long-term mammalian cell culture and dynamic modulation of the culture environment can support quantitative studies of cells’ responses to drugs. …”
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Intelligent Prediction Platform for Sepsis Risk Based on Real-Time Dynamic Temporal Features: Design Study by Mingwei Zhang, Ming Zhong, Yunzhang Cheng, Tianyi Zhang

“…MethodsWithin a retrospective analysis framework, the model comprises a real-time prediction module and an interpretability module. The real-time prediction module leverages 3-hour dynamic temporal features derived from 8 noninvasive, real-time physiological indicators: heart rate, respiratory rate, blood oxygen saturation, mean arterial pressure, systolic blood pressure, diastolic blood pressure, body temperature, and blood glucose. …”
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Dynamic risk prediction in financial-production systems using temporal self-attention and adaptive autoregressive models by Xuduo Lin, Ziang Qi 

“…TSA-AR performs multi-scale feature extraction through an improved Informer encoder, dynamically adjusts model parameters with a dynamic autoregressive module, and constructs the nonlinear dependencies between financial and production systems through a cross_modal interaction graph. …”
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Tectonic tremor on Vancouver Island, Cascadia, modulated by the body and surface waves of the Mw 8.6 and 8.2, 2012 East Indian Ocean earthquakes by Bhaskar Kundu, Abhijit Ghosh, Manuel Mendoza, Roland Bürgmann, V. K. Gahalaut, Dipankar Saikia

“…In most cases of dynamic modulation, large‐amplitude and long‐period surface waves stimulate tremors. …”
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A Crowd Density Detection Algorithm for Tourist Attractions Based on Monitoring Video Dynamic Information Analysis by Lina Li

“…In this paper, novel scale perception module and inverse scale perception module are designed to further facilitate the mining of multiscale information by the counting model; the main function of the third stage is to generate the population distribution density map, which mainly consists of three columns of void convolution with different void rates and generates the final population distribution density map using the feature maps of different branch regressions. …”
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A Second-Order True-VCO ADC Employing a Digital Pseudo-DCO Suitable for Sensor Arrays by Dante Loi, Victor Medina, Luis Hernandez Corporales

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LS-YOLO: A Lightweight, Real-Time YOLO-Based Target Detection Algorithm for Autonomous Driving Under Adverse Environmental Conditions by Cheng Ju, Yuxin Chang, Yuansha Xie, Dina Li

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Inference and dynamic simulation of malaria using a simple climate-driven entomological model of malaria transmission. by Israel Ukawuba, Jeffrey Shaman

“…In this study, we develop an implicit process-based malaria model with direct climate-mediated modulation of transmission pressure borne through the Entomological Inoculation Rate (EIR). …”
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Impacts of intrinsic noise and quantum entanglement on the geometric and dynamical properties of the XXZ Heisenberg interacting spin model by Mouhcine Yachi, Brahim Amghar, Jamal Elfakir, Mohammed El Falaki, Samia Allaoua Chelloug, Ahmed A. Abd El-Latif, Abdallah Slaoui

“…We then analyze the Hilbert-Schmidt and Bures distances between quantum states and show how both the degree of entanglement and the noise rate modulate these distances and their associated quantum speeds. …”
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