Multi-Channel Fusion Decision-Making Online Detection Network for Surface Defects in Automotive Pipelines Based on Transfer Learning VGG16 Network by Jian Song, Yingzhong Tian, Xiang Wan

“…Although approaches for the online surface detection of automotive pipelines exist, low defect area rates, small-sample and long-tailed data, and the difficulty of detection due to the variable morphology of defects are three major problems faced when using such methods. In order to solve these problems, this study combines traditional visual detection methods and deep neural network technology to propose a transfer learning multi-channel fusion decision network without significantly increasing the number of network layers or the structural complexity. …”
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TFCNet: A Hybrid Architecture for Multi-Task Restoration of Complex Underwater Optical Images by Shengya Zhao, Xiufen Ye, Xinkui Mei, Shuxiang Guo, Haibin Qi

“…Hence, various factors need to be comprehensively considered when processing underwater optical images that are severely degraded under complex lighting conditions. Most existing methods resolve one issue at a time, making it challenging for these isolated techniques to maintain consistency when addressing multiple degradation factors simultaneously, often leading to unsatisfactory visual outcomes. …”
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Impact of computing platforms on classifier performance in heart disease prediction by Beenish Ayesha Akram, Muhammad Irfan, Amna Zafar, Sidra Khan, Rubina Shaheen

“…We employed multiple classification methods such as Logistic Regression, K Nearest Neighbour (KNN), Support Vector Machine (SVM), Naïve Bayes, and Decision Tree (DT), assessing their accuracy using WEKA and Google Colab (using Scikit-Learn library). …”
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Pansharpening via Multiscale Embedding and Dual Attention Transformers by Wensheng Fan, Fan Liu, Jingzhi Li

“…Experiments over QuickBird and WorldView-3 datasets demonstrate the proposed MDPNet outperforms state-of-the-art methods visually and quantitatively with low running time. …”
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Indicators of Changes in Postural Stability with Chronic Nonspecific Neck Pain by Maryam Saadat, Mohammad Jafar Shaterzadeh Yazdi, Ali Asghar Arastoo, Shahla Zahednegad, Hossein Negahban Seuki, Abdol Hossein Bigdeli

“…Altered sensory input of the cervical spine structure, mediated via the direct neurophysiologic connections to vestibular and visual system has the potential to disturb postural control.Subjects and Methods: In this case-control study, postural stability was measured by force plate in 24 nonspecific chronic neck pain & 24 matched healthy subjects. …”
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Intersectoral Collaboration Among Community Health and Social Workers in Disability-Related Organizations in South Korea: Awareness, Perceived Importance, Frequency, and Satisfacti... by Hye-Jin Kim, Jae-Young Lim, Soong-Nang Jang

“…This study aimed to assess service providers’ awareness of disability-related community resources and evaluate their perceptions of the importance, frequency, and satisfaction with intersectoral collaboration. Methods: A cross-sectional study was conducted in Gyeonggi Province, Korea, using a mixed-methods design. …”
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A deep learning-driven multi-layered steganographic approach for enhanced data security by Yousef Sanjalawe, Salam Al-E’mari, Salam Fraihat, Mosleh Abualhaj, Emran Alzubi

“…This paper addresses key limitations of traditional steganographic methods, such as limited payload capacity, susceptibility to detection, and lack of robustness against attacks. …”
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Advancements in Indoor Precision Positioning: A Comprehensive Survey of UWB and Wi-Fi RTT Positioning Technologies by Jiageng Qiao, Fan Yang, Jingbin Liu, Gege Huang, Wei Zhang, Mengxiang Li

“…Conventional indoor positioning methods, like Wi-Fi or Bluetooth fingerprinting, typically provide low accuracy within a range of several meters, while techniques such as laser or visual odometry often require fusion with absolute positioning methods. …”
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Psychometric questionnaire of developing the etiology pattern of road accident by Faranak Sharafati, Ali Jahan, Ehsan Kazemnejade Lyli, Majid Mirmohammadkhani

“…The data was entered into SPSS and PLS software and used statistical methods of exploratory and confirmatory factor analysis, the final pattern was extracted. …”
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USE OF ROPIVACAINE IN ADULTS UNDERGOING PERORAL ENDOSCOPIC MYOTOMY by A. A. Klimov, S. A. Kаmnev, S. S. Kаzаkovа, A. A. Mаlаkhovа, I. Yu. Nedoluzhko, S. I. Rudnitskiy, V. V. Subbotin, K. V. Shishin

“…Despite POEM being minimally invasive, the problem of the post-operative pain syndrome is still crucial for this type of surgery.The objective of the study: to compare the degree of pain syndrome in the early post-operative period in different POEM methods.Methods: 79 patients were divided into 2 groups depending on the solution injected into submucosal tissue in order to provide the safe performance of myotomy. 0.15% solution of ropivacaine was used in Group 1, and 0.9% solution of NaCl in Group 2. …”
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Integrating Sequence- and Structure-Based Similarity Metrics for the Demarcation of Multiple Viral Taxonomic Levels by Igor C. dos Santos, Rebecca di Stephano de Souza, Igor Tolstoy, Liliane S. Oliveira, Arthur Gruber

“…This tool provides a comprehensive approach to assist viral classification, exceeding the current methods by integrating multiple metrics and uncovering deeper evolutionary connections.…”
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APPLICATION OF PCR FOR THE DETECTION OF VIRAL INFECTIONS IN THE HONEYBEE Apis mellifera IN THE NORTHERN REGIONS OF UKRAINE by Yu.P. Rud, L.P. Buchatskyi, L.M. Lazarenko, H.V. Odnosum, T.M. Yefimenko, O.G. Vasylenko, M.Ya. Spivak

“…The use of PCR to detect bee viruses will contribute to the development of effective methods for improving the health of bee colonies.…”
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Py-CoMSIA: An Open-Source Implementation of Comparative Molecular Similarity Indices Analysis in Python by Christopher L. Haga, Crystal N. Le, Xue D. Yang, Donald G. Phinney

“…This work aims to develop an open-source Python library to address these limitations and broaden access to grid-based 3D-QSAR methods. <b>Methods:</b> Py-CoMSIA was developed in Python using RDKit and NumPy for calculations and PyVista for visualizations. …”
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DEANOL ACEGLUMATE IN NEURASTHENIA TREATMENT IN ADOLESCENTS WITH SCHOOL DISADAPTATION by A. V. Chutko, S. Yu. Surushkina, I. S. Nikishena, E. A. Yakovenko, T. I. Anisimova

“…Control group consisted of 64 practically healthy adolescents. Diagnostic methods: subjective scale for asthenia assessment (MFI-20), visual analogue scale for asthenia manifestations assessment (10-points scale), C. …”
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Freezing effect on Brazil nut shelf life by Ariane Mendonça Kluczkovski, Juliana Santos Gualberto da Costa, Luiz Carlos Gomes Diogenes, Samir de Carvalho Buzaglo Pinto, Hanna Barbosa Lemos, Vanderson Gabriel Souza Torres, Augusto Kluczkovski Junior

“…Notably, the physicochemical analyses revealed a lack of significant difference between the two freezing methods (p &amp;gt; 0.05), which underscores the viability of employing either technique. …”
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Abnormality-aware multimodal learning for WSI classification by Thao M. Dang, Qifeng Zhou, Yuzhi Guo, Hehuan Ma, Saiyang Na, Thao Bich Dang, Jean Gao, Junzhou Huang

“…Existing methods typically divide WSIs into thousands of patches, which increases computational demands and makes it challenging to effectively focus on diagnostically relevant regions. …”
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Interpréter dans la grosseur du trait by François-Joseph Daniel

“…This article shows that odour dispersion models are used as black boxes to generate visual cartographical representations whose purpose is to foresee and evaluate odour nuisance. …”
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Cytokines and the Pathogenesis of Macular Edema in Branch Retinal Vein Occlusion by Hidetaka Noma, Kanako Yasuda, Masahiko Shimura

“…Over the years, various methods such as laser photocoagulation have been tried to treat macular edema associated with BRVO, but the results were not satisfactory. …”
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PERTINENCE OU DECLIN : IMPACT DU JOURNALISME NUMERIQUE SUR LA PRODUCTION MEDIATIQUE FACE AUX DEFIS DE L’IA by Fawzi CHERITI & Dalila MEHIRI

“…The diversity of content published across digital press platforms and a disparity with variance between the size, type, and methods of displaying content among these platforms. …”
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University proceedings. Volga region. Humanities by P.S. Kabytov, A.E. Mikhailova

“…The purpose of the study is to identify the directions, forms, and scales of entre-preneurial activities of the nobility in Samara province. Materials and methods. The source base includes administrative documentation, statistical and visual materials, personal sources, and fiction literature. …”