Symmetric Cryptography With Shift 2^n-1, Hash Transformation, Optimization-Based Controller for Medical Image Infosecurity: Case Study in Mammographic Image by Pi-Yun Chen, Jian-Xing Wu, Chien-Ming Li, Chao-Lin Kuo, Neng-Sheng Pai, Chia-Hung Lin

“…As digital medical images can be transmitted by computer or telecommunication network, ensuring image infosecurity in public spaces is difficult. …”
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Sb-PiPLU: A Novel Parametric Activation Function for Deep Learning by Ayan Mondal, Vimal K. Shrivastava, Ayan Chatterjee, Raghavendra Ramachandra

“…Additionally, we assessed its memory usage and computational cost, demonstrating that Sb-PiPLU is both stable and efficient in practical applications. …”
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A Parameter Study of the Electromagnetic Signatures of an Analytical Mini-disk Model for Supermassive Black Hole Binary Systems by Kaitlyn Porter, Scott C. Noble, Eduardo M. Gutiérrez, Joaquín Pelle, Manuela Campanelli, Jeremy Schnittman, Bernard J. Kelly

“…This analytical model greatly reduces the time and computational resources needed to explore these systems, while incorporating some key information from simulations. …”
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Fractional Optimizers for LSTM Networks in Financial Time Series Forecasting by Mustapha Ez-zaiym, Yassine Senhaji, Meriem Rachid, Karim El Moutaouakil, Vasile Palade

“…This study investigates the theoretical foundations and practical advantages of fractional-order optimization in computational machine learning, with a particular focus on stock price forecasting using long short-term memory (LSTM) networks. …”
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Simultaneously detecting the intensity and position of Southwestern Atlantic Ocean Frontal Zones from satellite-derived SST by a multi-task deep learning model by Zhi Wang, Guangyu Yang, Yanchen Guo, Zhenkuan Pan, Ge Chen, Chunyong Ma

“…The dataset is then used to train and evaluate the model. Experimental results show that MTAD-LinkNet accurately detects both SAFZ intensity and position while significantly improving computational efficiency. …”
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A Novel Solution Technique for the Expansion Planning of Modern Distribution Systems: A Feasibility-Driven Approach by Jonathan A. Marcelo, Gregorio Munoz-Delgado, Javier Contreras, Jose R. Sanches Mantovani

“…Scalability is further evaluated using a real 135-node distribution system.…”
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Systematic, Pretransplant Screening by Aortoiliac CT Angiography: Impact on Surgical Decision-making and Clinical Outcomes by Marie B. Nielsen, MD, PhD, Jacob Budtz-Lilly, MD, PhD, Jonathan N. Dahl, MD, Anna K. Keller, MD, PhD, Bente Jespersen, MD, DMSc, Per R. Ivarsen, MD, PhD, Simon Winther, MD, DMSc, Henrik Birn, MD, DMSc

“…In this observational study, 470 potential kidney transplant candidates underwent aortoiliac computed tomography angiography. Patients were characterized by the presence of peripheral artery disease and calcification of iliac arteries and aortoiliac arteries. …”
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Three-dimensional printing template for intraoperative localization of pulmonary nodules in the pleural cavityCentral MessagePerspective by Hai Tang, PhD, Peng Yue, MD, Ning Wei, MD, Lei Zhang, MD, Wenteng Hu, MD, Weiyan Sun, PhD, Xiong Cao, MD, Lixin Liu, MD, Ruijiang Lin, MD, Shangqing Xu, MD, Chenhan Wang, MD, Xiang Ma, MD, Yunlang She, MD, Minjie Ma, MD, Chang Chen, MD, PhD

“…The precision of the nodule localization and associated complications were evaluated. Results: Twelve patients were finally included in this study. …”
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D3: A Small Language Model for Drug-Drug Interaction prediction and comparison with Large Language Models by Ahmed Ibrahim, Abdullah Hosseini, Salma Ibrahim, Aamenah Sattar, Ahmed Serag

“…However, their high computational demands pose challenges for deployment in resource-constrained settings. …”
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Real-Time Trajectory Planning and Effectiveness Analysis of Intercepting Large-Scale Invading UAV Swarms Based on Motion Primitives by Yue Zhang, Xianzhong Gao, Jian’an Zong, Zhihui Leng, Zhongxi Hou

“…Utilizing Pontryagin’s principle of motion, we have designed computationally efficient motion primitives for multi-target interception scenarios. …”
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Multi-component sustainable catalytic crafting of novel heterocyclic spiranes as topoisomerase II inhibitors by Ravi A. Dabhi, Milan P. Dhaduk, Nirbhay K. Savaliya, Aelvish D. Padariya, Aakanksha P. Patil, Riya A. Desai, Vaibhav D. Bhatt, Bhupesh S. Bhatt

“…The computational analysis was also accompanied to determine the interaction of spirocyclic compounds with biomolecules, i.e., 1BNA and BSA. …”
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Maximum Torque per Ampere Control of PMSMs Using Real-Time Numerical Optimization by Yong Xu, Min-Yi Lin, Wen-Jie Wan, Yunchong Wang, Jian-Xin Shen

“…It is evaluated alongside the Levenberg-Marquardt algorithm (LMA), which is renowned for its high accuracy and rapid convergence. …”
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Comparison of the In-Vitro Effects of Bevacizumab, Mitomycin-C, 5-Fluorouracil, and Triamcinolone Acetonide on the Viability of Cultured Human Tenon’s Fibroblasts by Pius Jonas Ocampo, MD, Ma. Margarita Lat-Luna, MD, Joseph Anthony Tumbocon, MD, Polly Chao-Po, MD, Andrei Martin, MD

“…Objective: To evaluate and compare the effects of bevacizumab, mitomycin-C (MMC), 5-fluorouracil (5-FU), and triamcinolone acetonide (TA) on the viability of cultured human Tenon’s capsule fibroblasts (cHTF) in vitro. …”
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Myricetin Potentiates Antibiotics Against Resistant <i>Pseudomonas aeruginosa</i> by Disrupting Biofilm Formation and Inhibiting Motility Through FimX-Mediated c-di-GMP Signaling I... by Derong Zeng, Fangfang Jiao, Yuqi Yang, Shuai Dou, Jiahua Yu, Xiang Yu, Yongqiang Zhou, Juan Xue, Xue Li, Hongliang Duan, Yan Zhang, Jingjing Guo, Wude Yang

“…This integrated experimental and computational approach provides a framework for developing anti-virulence and antibiotic combination therapies against recalcitrant Gram-negative pathogens.…”
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A Matheuristic Iterative Approach for Profit-Oriented Line Planning Applied to the Chinese High-Speed Railway Network by Di Liu, Javier Durán Micco, Gongyuan Lu, Qiyuan Peng, Jia Ning, Pieter Vansteenwegen

“…As a result, transfers and detours will result in lower ticket prices and thus lower revenues for the operator. When evaluating the performance of a given line plan, the way in which passengers will travel through the network needs to be modelled. …”
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The effects of alcohol use severity and polygenic risk on gray matter volumes in young adults by Yu Chen, Huey-Ting Li, Xingguang Luo, Guangfei Li, Guangfei Li, Jaime S. Ide, Chiang-Shan R. Li, Chiang-Shan R. Li, Chiang-Shan R. Li, Chiang-Shan R. Li

“…With age, sex, race, and total intracranial volume as covariates, we evaluated the relationships of regional GMVs with PC1 and PRS together in a linear regression. …”
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Hybrid Transformer-EfficientNet Model for Robust Human Activity Recognition: The BiTransAct Approach by Aftab Ul Nabi, Jinglun Shi, Kamlesh, Awais Khan Jumani, Jameel Ahmed Bhutto

“…Human Activity Recognition (HAR) has been employed in a number of applications including sports analytic, healthcare monitoring, surveillance, and human-computer interaction. Despite a decade of research on HAR, existing models still find it challenging under conditions like occlusion, computational efficiency, and capturing long-term temporal dependencies. …”
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Parameter Estimation for Three-Phase Induction Motor Based on Performance Curves and Differential Evolution by Marcelo F. Castoldi, Gustavo Henrique Bazan, Wesley A. Souza, Clayton L. Graciola, Rafael M. Silva, Alessandro Goedtel

“…Four equivalent circuit models are analyzed to evaluate the impact of core loss resistance and supplementary losses on estimation accuracy. …”
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Nuclear Neural Networks: Emulating Late Burning Stages in Core-collapse Supernova Progenitors by Aldana Grichener, Mathieu Renzo, Wolfgang E. Kerzendorf, Rob Farmer, Selma E. de Mink, Earl Patrick Bellinger, Chi-kwan Chan, Nutan Chen, Ebraheem Farag, Stephen Justham

“…One of the main challenges in modeling massive stars to the onset of core collapse is the computational bottleneck of nucleosynthesis during advanced burning stages. …”
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GeneSetCluster 2.0: a comprehensive toolset for summarizing and integrating gene-sets analysis by Asier Ortega-Legarreta, Alberto Maillo, Daniel Mouzo, Ana Rosa López-Pérez, Lara Kular, Majid Pahlevan Kakhki, Maja Jagodic, Jesper Tegner, Vincenzo Lagani, Ewoud Ewing, David Gomez-Cabrero

“…Results We present GeneSetCluster 2.0, a comprehensive upgrade that delivers methodological, computational, interpretative, and user-experience enhancements. …”
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