MDFT-GAN: A Multi-Domain Feature Transformer GAN for Bearing Fault Diagnosis Under Limited and Imbalanced Data Conditions by Chenxi Guo, Vyacheslav V. Potekhin, Peng Li, Elena A. Kovalchuk, Jing Lian

“…Extensive experiments on the CWRU and Jiangnan University (JNU) bearing datasets validate that the proposed method achieves superior diagnostic accuracy, robustness under limited and imbalanced conditions, and enhanced interpretability compared to existing state-of-the-art approaches.…”
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Avaliação de oportunidades de produção mais limpa para a redução de resíduos sólidos na fabricação de tintas Evaluation of cleaner production opportunities for solid waste reductio... by Marcelo Alessandro Molinari, Osvaldo Luiz Gonçalves Quelhas, Armando Pereira do Nascimento Filho

“…The case study was chosen as research method. A case study in a paint production industry was considered relevant because of the nature of its polluting activities. …”
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FORMATION OF THE COASTAL FAUNAL COMPLEX (TETRAPODA) OF THE TERRITORY DURING THE OPERATION OF THE GSC I AND II STAGE GTS COMPLEX by R. S. Gubanov, A. A. Likhovid

“…The accounting of insectivores was carried out by the method of hunting grooves. The assessment of the condition of large mammals was carried out according to literature data, as well as visual observations. …”
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Evaluation of the structures of the optic nerve and chiasm in patients with skull base tumors using high-resolution MRI by Ekaterina S. Egorova, Valeriia V. Musulevska, Mykola O. Guk, Oksana Y. Skobska

“…Material and methods: The diagnostic and treatment outcomes of 50 patients (100 eyes) with CSR tumors were analyzed. …”
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How much missing data is too much to impute for longitudinal health indicators? A preliminary guideline for the choice of the extent of missing proportion to impute with multiple i... by K. P. Junaid, Tanvi Kiran, Madhu Gupta, Kamal Kishore, Sujata Siwatch

“…The study aimed to provide a preliminary guideline for the choice of the extent of missing proportion to impute longitudinal health-related data using the MICE method. Methods The study obtained complete data on five mortality-related health indicators of 100 countries (2015–2019) from the Global Health Observatory. …”
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Treatment of ankle sprain or instability in Korean medicine clinics: A protocol for a prospective multicenter observational study by Gajin Han, Mi Mi Ko, Song-Yi Kim, Ye-Seul Lee

“…The participants will be assessed on the information related to both ankle discomfort using a visual analogue scale and on the participant's overall condition including quality of life. …”
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A Patch-Level Region-Aware Module with a Multi-Label Framework for Remote Sensing Image Captioning by Yunpeng Li, Xiangrong Zhang, Tianyang Zhang, Guanchun Wang, Xinlin Wang, Shuo Li

“…Recent Transformer-based works can generate high-quality captions for remote sensing images (RSIs). However, these methods generally feed global or grid visual features to a Transformer-based captioning model for associating cross-modal information, which limits performance. …”
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Drone-View Haze Removal via Regional Saturation-Value Translation and Soft Segmentation by Truong-Dong do, Le-Anh Tran, Seokyong Moon, Jio Chung, Ngoc-Phi Nguyen, Sung Kyung Hong

“…Additionally, a robust soft segmentation method that employs a morphological min-max channel is integrated into the framework. …”
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A Novel Context-Aware Feature Pyramid Networks With Kolmogorov-Arnold Modeling and XAI Framework for Robust Lung Cancer Detection by Yajnaseni Dash, Sudhir C. Sarangi, Vinayak Gupta, Naween Kumar, Ajith Abraham

“…The present work describes a new method for detecting lung cancer based on a Kolmogorov-Arnold Network (KAN) combined with a Context-Aware Feature Pyramid Network (FPN), denoted KAFPN and supported by XAI tools, including Local Interpretable Model-agnostic Explanations (LIME) and SHapley Additive exPlanations (SHAP) for explanation purposes. …”
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Predicting Landing Position Deviation in Low-Visibility and Windy Environment Using Pilots’ Eye Movement Features by Xiuyi Li, Yue Zhou, Weiwei Zhao, Chuanyun Fu, Zhuocheng Huang, Nianqian Li, Haibo Xu

“…Then, a random forest method is used to rank eye movement features and sequentially construct feature sets by feature importance. …”
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Abdominal wall repair with acellular bovine pericardial membranes - Part I - Clinical and radiological findings by Luiz Fernando Frascino, Fernanda Ribeiro Funes Lorenzzato, Hamilton Luiz Funes, Jonas Dias de Campos Severi

“…Radiologically, it was not possible to visualize the matrices at the implantation site in any of the postoperative periods analyzed. …”
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Optical and SAR Image Registration in Equatorial Cloudy Regions Guided by Automatically Point-Prompted Cloud Masks by Yifan Liao, Shuo Li, Mingyang Gao, Shizhong Li, Wei Qin, Qiang Xiong, Cong Lin, Qi Chen, Pengjie Tao

“…We use a prompt-driven visual segmentation model with automatic prompt point generation to produce cloud masks that guide cross-modal feature-matching and joint adjustment of optical and SAR data. …”
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STPam: Software for Intelligently Analyzing and Mining Spatiotemporal Processes Based on Multi-Source Big Data by Rongjun Xiong, Zeqiang Chen, Huiwen Pan, Dongyang Liu, Aiguo Sun, Nengcheng Chen

“…In this paper, we develop an intelligent spatiotemporal process analysis and mining software tool, called STPam, which integrates a plug-and-play artificial intelligence model by a service-oriented method, distributed deep learning framework, and multi-source big data adaptation. …”
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Advanced Imaging Techniques for Atherosclerosis and Cardiovascular Calcification in Animal Models by Lifang Ye, Chih-Chiang Chang, Qian Li, Yin Tintut, Jeffrey J. Hsu

“…Photoacoustic imaging provides high contrast that enables in vivo evaluation of plaque composition, yet this method is limited by optical penetration depth. Light-sheet fluorescence microscopy provides high-resolution, three-dimensional imaging of cardiovascular structures and has been used for ex vivo assessment of atherosclerotic calcification, but its limited tissue penetration and requisite complex sample preparation preclude its use in vivo to evaluate cardiac tissue. …”
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Low-Rank Regularized Correlation Filter for Hyperspectral Video Object Tracking by Na-Na Li, Heng-Chao Li, Jian-Li Wang, Xiong-Fei Geng, Jie Pan

“…Visual object tracking is crucial in both artificial intelligence and computer vision tasks. …”
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ScarNet: Development and Validation of a Novel Deep CNN Model for Acne Scar Classification With a New Dataset by Masum Shah Junayed, Md Baharul Islam, Afsana Ahsan Jeny, Arezoo Sadeghzadeh, Topu Biswas, A. F. M. Shahen Shah

“…Experimental results demonstrate the feasibility of the proposed method with accuracy, specificity, and kappa score of 92.53%, 95.38%, and 76.7%, respectively.…”
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Randomized clinical trial on effectiveness of modified Akinosi technique in mandibular molars with symptomatic irreversible pulpitis during endodontic therapy by Aarti Bohora, Rohan Bhambar, Dheeraj Kalra, Vinay Sharma, Padmaja Sirsat, Anuj Bhardwaj, Alexander Maniangat Luke, Krishna Prasad Shetty, Ajinkya M. Pawar, Mohmed Isaqali Karobari

“…In Group B, 80% of patients reported no pain, as compared to 51% in Group A. MAT is an effective method for achieving pulpal anesthesia in endodontic treatment of symptomatic irreversible pulpitis.…”
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Enhanced humidity sensing behavior of polymer-assisted WO3/ZnO composite by S. Karamat, Ahmed.N.M. AlAhmadi, Shabeya Kanwal, Muhammad I. Masud, Zahid Imran, Muhammad Talha, Muhammad Kashif

“…Humidity sensing of the sensors is measured by the electrical resistance method at room temperature in the 11–97 % relative humidity (%RH) range. …”
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Graphic Organizer as a Media to Improve Scientific Article Writing Skills for MTs. Students Fathul Huda Blitar by Syafi'ul Anam, Arik Susanti, Prima Vidya Asteria, Ika Anggun Camelia

“…As a result, students successfully integrated visual aids, language, content, and logical thinking, utilizing flow diagrams to enhance their scientific writing. …”
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A health management system for large vertical mill by Sugai Han, Ansheng Li, Hongchao Wang, Xiaoyun Gong, Liangwen Wang, Yixiang Huang, Yanming Li, Wenliao Du

“…Finally, the health management system, including the functions of condition monitoring, fault diagnosis, and trend prediction for large vertical mill is implemented using Microsoft Visual Studio C # and Microsoft SQL Server.…”
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