Design and Motion Performance Analysis of a Flexible Wheeled Hopping Robot by Luo Tianhong, Jiang Haiyi, Xue Zan

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Pose estimation for health data analysis: advancing AI in neuroscience and psychology by Juan Yu, Daoyu Zhu

“…IntroductionThe integration of artificial intelligence (AI) with health data analysis offers unprecedented opportunities to advance research in neuroscience and psychology, particularly in extracting meaningful patterns from complex, heterogeneous, and high-dimensional datasets. …”
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Hybrid Deep Neural Network with Domain Knowledge for Text Sentiment Analysis by Jawad Khan, Niaz Ahmad, Youngmoon Lee, Shah Khalid, Dildar Hussain

“…These findings highlight the effectiveness of this approach for text sentiment analysis tasks, demonstrating its ability to improve sentiment analysis performance compared to previously proposed methods.…”
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Biomechanical analysis of elastic fixation for lisfranc injuries with finite elements method by Yang Liu, Wen Lu, Wei Liu, Wang-sheng Wu, Cheng-wei Wang

“…Abstract Lisfranc injury is a complex trauma involving the midfoot joint, and treatment options range from conservative management to surgical intervention. …”
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Repeatability of Fractal Analysis in OCT Angiography of the Macula and Optic Nerve Head by Gustavo Rosa Gameiro, MD, PhD, Alessandro A. Jammal, MD, PhD, Verônica Vilasboas-Campos, MD, Jianhua Wang, MD, PhD, Felipe A. Medeiros, MD, PhD

“…OCT angiography images were processed for fractal analysis focusing on small vessels (<25 μm in diameter) within en face slabs of the superficial vascular complex (SVC), deep vascular complex (DVC), full retina, and nerve fiber layer vascular plexus (NFLVP). …”
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Detecting Online Sexism: Integrating Sentiment Analysis with Contextual Language Models by Faiza Belbachir, Thomas Roustan, Assia Soukane

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Fakeium: A dynamic execution environment for JavaScript program analysis by José Miguel Moreno, Narseo Vallina-Rodriguez, Juan Tapiador

“…In this paper, we present Fakeium, a novel, open source, and lightweight execution environment designed under the twofold purpose of serving as a fast, fully automated tool for analyzing JavaScript at scale and as a flexible sandbox for manual investigation of complex sources. Built on top of the popular V8 engine, Fakeium complements traditional static analysis by providing additional API calls and string literals that would otherwise go unnoticed without the need for resource-intensive instrumented browsers or synthetic user input. …”
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TASCI: transformers for aspect-based sentiment analysis with contextual intent integration by Hassan Nazeer Chaudhry, Farzana Kulsoom, Zahid Ullah Khan, Muhammad Aman, Sajid Ullah Khan, Abdullah Albanyan

“…These results demonstrate that incorporating intent analysis significantly enhances the model’s ability to capture complex sentiment expressions across different domains, thereby setting a new standard for aspect-level sentiment classification.…”
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Polycomplex Carrier for Buccal Mucoadhesion Delivery of Metronidazole by R. I. Moustafine, V. V. Budnikov, S. G. Abdullina, Sh. F. Nasibullin, R. A. Saleev

“…The study of swelling ability, bioadhesion and release was carried out in a medium simulating artificial salivary fluid (pH 7.0) at a temperature of 37 ± 0.1 °C. …”
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AVIONICS TECHNICAL OPERATION SYSTEM AND SCIENTIFIC BASIS FOR ITS FORMATION by S. V. Kuznetsov

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Screening and transcriptomic analysis of anti-Sporothrix globosa targeting AbaA by Ying Wang, Xiaoyan Wu, Xiyuan Fan, Chanxu Han, Fangliang Zheng, Zhenying Zhang, Zhenying Zhang

“…IntroductionSporotrichosis is a fungal disease caused by a complex of Sporothrix schenckii, leading to chronic infections of the epidermis and subcutaneous tissue in both humans and animals.MethodsThrough virtual screening targeting the key gene abaA to screen out the small-molecule drugs to treat Sporotrichosis. …”
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Analysis of the Raman spectrum of high-power amplifiers of wireless communication systems by Minh Tuong Nguyen, Viktor I. Nefedov, Igor V. Kozlovsky, Alexey V. Malafeev, Kirill A. Selenya, Natalia A. Mirolyubova

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Advancements in Landmine Detection: Deep Learning-Based Analysis With Thermal Drones by Daniel Heuschmid, Oliver Wacker, Yannick Zimmermann, Pascal Penava, Ricardo Buettner

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Predictive analysis of heart disease using quantum-assisted machine learning by Mehroush Banday, Sherin Zafar, Parul Agarwal, M. Afshar Alam, Siddhartha Sankar Biswas, Imran Hussain, K. M. Abubeker

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Medical reasoning in LLMs: an in-depth analysis of DeepSeek R1 by Birger Moëll, Fredrik Sand Aronsson, Fredrik Sand Aronsson, Sanian Akbar

“…Beyond observed reasoning errors, the LLM demonstrated sound clinical judgment by systematically evaluating patient information, forming a differential diagnosis, and selecting appropriate treatment based on established guidelines, drug efficacy, resistance patterns, and patient-specific factors. This ability to integrate complex information and apply clinical knowledge highlights the potential of LLMs for supporting medical decision-making through artificial medical reasoning.…”
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Integrating pyramid vision transformer and topological data analysis for brain tumor by Dhananjay Joshi, Bhupesh Kumar Singh, Kapil Kumar Nagwanshi, Nitin S. Choubey

“…IntroductionBrain tumor (BT) classification is crucial yet challenging due to the complex and varied nature of these tumors. We present a novel approach combining a Pyramid Vision Transformer (PVT) with an adaptive deformable attention mechanism and Topological Data Analysis (TDA) to address the complexities of BT detection. …”
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ODEP-Based Robotic System for Micromanipulation and In-Flow Analysis of Primary Cells by Joanna Filippi, Paola Casti, Valentina Lacconi, Gianni Antonelli, Michele D’Orazio, Giorgia Curci, Carlo Ticconi, Rocco Rago, Massimiliano De Luca, Alessandro Pecora, Arianna Mencattini, Steven L. Neale, Luisa Campagnolo, Eugenio Martinelli

“…Specifically, here, we demonstrate, for the first time, the ability of the combined ODEP-based robotic and automatic analysis platform to discriminate between primary endometrial stromal cells obtained from fertile patients and patients with disrupted receptivity/selectivity equilibrium. …”
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Analysis of the Influence of Different Turbulence Models on the Prediction of Vehicle Aerodynamic Performance by Luwei Wang, Xingjun Hu, Peng Guo, Zirui Wang, Jingyu Wang, Yuqi Wang, Yan Ma, Ying Li, Jing Zhao, Xu Yang, Ruixing Ma, Yinan Zhu, Jianjiao Deng

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Volumetric Analysis of Different Obturating Techniques Using CBCT: An In-vivo Study by Rahul Kappedath Kuttikkottil, Aayasha Sangal, Haritha Babu, Nikhil Puri, Varsha Maria Sebastian, Vipin Chembuzha Krishnadas, Tisson Varghese Job

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In silico and in vitro comparative analysis of 79 Acinetobacter baumannii clinical isolates by Martina Scarrone, Dann Turner, Moïra Dion, Denise Tremblay, Sylvain Moineau

“…This study examines a diverse collection of 79 clinical isolates to deepen our understanding of A. baumannii’s genetic characteristics and its defense mechanisms against both antibiotics and phages. Genomic analysis revealed globally prevalent, highly resistant clones and uncovered a complex role for CRISPR-Cas systems. …”
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