Enhancing the performance of point cloud completion assisted with tactile information by Ming Lu, Jian-Han Shi, Jian Li, Hao-Ran Shen, Huai-Yu Wang, Chi Zhang, Pu-Zheng Wang, Qin Wang

“…This paper proposes a performance enhancement scheme for point cloud completion using tactile information. By employing a U-Net-based tactile feature extraction and fusion module, we enhance point cloud completion through the integration of tactile information. …”
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Accuracy and Reliability of YouTube Videos as an Information Source for Osteoporosis by Ali Çağdaş Yörükoğlu, Süleyman Utku Uzun

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Analysis of the Patient Information Quality and Readability on Esophagogastroduodenoscopy (EGD) on the Internet by P. Priyanka, Yousaf B. Hadi, G. J. Reynolds

“…Patients are increasingly using the Internet to inform themselves of health-related topics and procedures, including EGD. …”
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GLOBAL TRENDS OF ECONOMY TRANSFORMATION UNDER THE INFLUENCE OF INFORMATION TECHNOLOGIES by D. Svyrydenko, V. Panteleiev, O. Kovtun, E. Yesaian, O. Petrenko, V. Kyvliuk

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IDENTIFICATION OF FINANCIAL RISKS IN THE ACCOUNTING INFORMATION SYSTEM: PROGNOSTIC CONTEXT by Галина Уманців, Олександр Коцупал, Алла Шаповалова, Олександр Задніпровський, Артем Хаванов

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U.S. Wine consumer interest in wine ingredient and nutritional information by Terry M. Lease, Deirdre Sommerlad-Rogers

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The MIEM guidelines: Minimum information for reporting of environmental metabarcoding data by Katy E. Klymus, Jacoby D. Baker, Cathryn L. Abbott, Rachel J. Brown, Joseph M. Craine, Zachary Gold, Margaret E. Hunter, Mark D. Johnson, Devin N. Jones, Michelle J. Jungbluth, Sean P. Jungbluth, Yer Lor, Aaron P. Maloy, Christopher M. Merkes, Rachel Noble, Nastassia V. Patin, Adam J. Sepulveda, Stephen F. Spear, Joshua A. Steele, Miwa Takahashi, Alison W. Watts, Susanna Theroux

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MAK-Net: A Multi-Scale Attentive Kolmogorov–Arnold Network with BiGRU for Imbalanced ECG Arrhythmia Classification by Cong Zhao, Bingwei Lai, Yongzheng Xu, Yiping Wang, Haorong Dong

“…Accurate classification of electrocardiogram (ECG) signals is vital for reliable arrhythmia diagnosis and informed clinical decision-making, yet real-world datasets often suffer severe class imbalance that degrades recall and F1-score. …”
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Urban Sprawl Monitoring by VHR Images Using Active Contour Loss and Improved U-Net with Mix Transformer Encoders by Miguel Chicchon, Francesca Colosi, Eva Savina Malinverni, Francisco James León Trujillo

“…This study explores the effectiveness of combining Mix Transformer encoders with U-Net architectures to improve feature extraction and spatial context understanding in VHR satellite imagery. …”
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MedFuseNet: fusing local and global deep feature representations with hybrid attention mechanisms for medical image segmentation by Ruiyuan Chen, Saiqi He, Junjie Xie, Tao Wang, Yingying Xu, Jiangxiong Fang, Xiaoming Zhao, Shiqing Zhang, Guoyu Wang, Hongsheng Lu, Zhaohui Yang

“…To address this issue, this paper proposes a novel encoder-decoder architecture called MedFuseNet that aims to fuse local and global deep feature representations with hybrid attention mechanisms for medical image segmentation. …”
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NutriNet-Brasil, a web-based prospective study on dietary patterns and risk of chronic diseases: cohort profile by Renata B Levy, Carlos A Monteiro, Fernanda Rauber, Euridice Martinez Steele, Leandro F M Rezende, Maria Laura da Costa Louzada, Caroline dos Santos Costa, Kamila Tiemann Gabe, Francine Silva dos Santos, Maria Alvim Leite, Fernanda Paranhos Quinta, Beatriz Menezes de Albuquerque Torquato

“…Future work includes leveraging collaborations with national and international research centres to conduct multidisciplinary analyses and inform public health policies.…”
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Graph Based Cooperative Forwarding in Information Centric Vehicular Networks by Beri Surya Samantha, Nitul Dutta, Rajesh Mahadeva, Shashikant P. Patole, Gheorghita Ghinea

“…The group members cooperate with leader and share local information. The leaders, on the other hand cooperate with other group leaders and share information in the global level. …”
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Application of GIS-based Information Service Platform for Family Doctors by YANG Danhong, LI Jun, LI Feng, LI Junlei, HE Fang, LU Yehua, WANG Jinzhen, JIANG Yan

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Automatic Chest CT Image Findings of Novel Coronavirus Pneumonia (COVID-19) Using U-Net Based Convolutional Neural Network by S. Akila Agnes, J. Anitha, A. Arun Solomon

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Sentinel-2 Satellite-Derived Bathymetry with Data-Efficient Domain Adaptation by Christos G. E. Anagnostopoulos, Vassilios Papaioannou, Konstantinos Vlachos, Anastasia Moumtzidou, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris

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Early detection of Alzheimer’s disease progression stages using hybrid of CNN and transformer encoder models by Hassan Almalki, Alaa O. Khadidos, Nawaf Alhebaishi, Ebrahim Mohammed Senan

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Enhanced Edge Feature Fusion and Visual State Space for Precise Detection of Switch Tip Close Fitting by Chang Zhengtang, Lan Xiangui, Lai Yihui

“…To address this, we propose DU-Net, an improved image segmentation and detection algorithm based on the U-Net model. …”
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Factors Influencing Environmental Scanning in the Organizational Context by Zita Correia, T.D. Wilson

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Information and Computing Ecosystem’s Architecture for Monitoring and Forecasting Natural Disasters by Valeria Gribova, Dmitry Kharitonov

“…The concept of the ecosystem includes the following: the ability to function in a heterogeneous environment on federal principles, the parallelization of data processing between agents using Petri nets as a mechanism ensuring the correct execution of data processing scenarios, the concept of georeferenced alarm events requiring ecosystem reactions and possible notification of responsible persons, and multilevel information protection allowing data owners to control access at each stage of information processing.…”
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PN2ARDUINO - A New Petri Net Software Tool For Control Of Discrete-event And Hybrid Systems Using Arduino Microcontrollers by Erik Kučera, Oto Haffner, Roman Leskovský

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