Diastolic dysfunction types in the prediction of viable myocardium functional recovery by Matunović Radomir, Mijailović Zdravko, Tavčiovski Dragan, Ćosić Zoran, Stajić Zoran

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Implementation and maintenance of breast cancer screening among Chinese rural women: a mixed-methods evaluation based on RE-AIM framework by Huijiao Yan, Qiankun Wang, Le Dang, Xianzhi Duan, Zhirong Bai, Yinhui Feng, Linlin Zhang, Suyala Qimuge, Haiying Gao, Xinchun Wang, Min Sun, Shuxia Ma, Cailing Yan, Fanghui Zhao, Youlin Qiao

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Augmentation method of fatigue data of welded structures based on physics-informed CTGAN by Xinyu Cao, Li Zou, Chen Lu

“…The experimental results show that generated fatigue data helps machine learning models to get better prediction results compared with traditional models and unaugmented machine learning models, which significantly enhancing the precision of fatigue life predictions.…”
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A comprehensive analysis of perturbation methods in explainable AI feature attribution validation for neural time series classifiers by Ilija Šimić, Eduardo Veas, Vedran Sabol

“…Feature attribution methods (AMs) are among the most prevalent explanation methods, as they identify decisive aspects that influence model predictions through feature importance estimates. …”
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A Novel Approach for Evaluating Web Page Performance Based on Machine Learning Algorithms and Optimization Algorithms by Mohammad Ghattas, Antonio M. Mora, Suhail Odeh

“…This study introduces a novel evaluation framework for predicting web page performance, utilizing state-of-the-art machine learning algorithms to enhance the accuracy and efficiency of web quality assessment. …”
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Study on Tourism Development Using CRITIC Method for Tourist Satisfaction by Xi Yang, Noor Azman Ali, Huam Hon Tat

“…This paper presents a novel approach for evaluating tourist satisfaction and developing optimized strategies by integrating the CRITIC method, deep learning with Multilayer Perceptron (MLP), and Genetic Algorithms (GA). …”
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Enhancing explainability in pacu fish image segmentation using saliency maps and combined explainable AI methods by Juliana da C. Feitosa, Fabrício M. Batista, Juliana C.F. Catharino, Milena V. Freitas, Diogo T. Hashimoto, João Paulo Papa, José Remo F. Brega

“…This study presents an improved evaluation of XAI methods applied to Pacu fish image segmentation. …”
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REVIEW OF RESEARCH ON FATIGUE LIFE EVALUATION FOR LARGE WELDED STRUCTURES (MT) by CAO LeiLei, WANG Yan, WANG LiuTao, SONG XuDing, GUO ChengChen

“…Large welding structures have been widely used in various major equipment fields. Life evaluation of welding structures is very important for equipment safety.The fatigue life assessment methods including nominal stress method, notch stress method, hot spot stress method and equivalent structural stress method are summarized for large welded structures. …”
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Evaluation of the Monitoring Capabilities of Remote Sensing Satellites for Maritime Moving Targets by Weiming Li, Zhiqiang Du, Li Wang, Tiancheng Zhou

“…In this study, an evaluation method that integrates the spatial and temporal characteristics of monitoring along with the target’s kinematic characteristics is proposed. …”
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Adverse childhood experiences: terms, concepts, and study methods by Diana S. Shumskaia, Anna V. Trusova, Alexander O. Kibitov

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An integrative model with HLA‐DR, CD64, and PD‐1 for the diagnostic and prognostic evaluation of sepsis by Guosheng Chen, Huimin Chong, Peng Zhang, Dalin Wen, Juan Du, Chu Gao, Shi Zeng, Ling Zeng, Jin Deng, Kejun Zhang, Anqiang Zhang

“…We compared these biomarkers between groups and evaluated the predictive validity of single and combined biomarkers on sepsis mortality. …”
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Assessing the robustness of VIS-NIR spectroscopy-based soil organic carbon prediction against four wet chemistry methods by Cho-Yin Wu, Po-Hui Wu, Zeng-Yei Hseu

“…Nevertheless, model reliability has mostly been evaluated statistically, with limited explanation from a soil science perspective or validation against various wet lab methods, which differ in reliable. …”
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Evaluating the Thermal Shock Resistance of SiC-C/CA Composites Through the Cohesive Finite Element Method and Machine Learning by Qiping Deng, Yu Xiong, Zirui Du, Jinping Cui, Cheng Peng, Zhiyong Luo, Jinli Xie, Hailong Qin, Zhimin Sun, Qingfeng Zeng, Kang Guan

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Evaluating Freshness Loss of Green Tea with Q10 Method and Weibull Hazard Analysis under Accelerated Shelf Life Testing by Mengxuan Xiao, Sitong Liu, Huozhu Jin, Mingji Xiao, Huiqiang Wang, Haiwei Zhang, Qianying Dai

“…The results show that it is possible to predict the suitable drinking period of green tea during storage by the Q10 method.…”
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Forecasting of Suspended Sediment in River Using Artificial Intelligence Methods by Fatih ÜNEŞ, Bestami TASAR, Hakan VARÇIN

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Modeling K12 Teachers’ Online Teaching Competency and Its Predictive Relationship with Performance—A Mixed-Methods Study Based on Behavioral Event Interviews by Jun Tian, Wenhui Tian

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Evaluation of Advances in Battery Health Prediction for Electric Vehicles from Traditional Linear Filters to Latest Machine Learning Approaches by Adrienn Dineva

“…This paper presents an in-depth review of SOH estimation techniques, starting with an overview of seminal methods that lay the theoretical groundwork for battery modeling and SOH prediction. …”
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Leveraging Artificial Intelligence in Public Health: A Comparative Evaluation of Machine-Learning Algorithms in Predicting COVID-19 Mortality by Eric B. Weiser

“…Machine learning (ML) methods have gained prominence in predicting disease trends, yet comparative analyses of their effectiveness in forecasting COVID-19 mortality remain limited. …”
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Interlaboratory evaluation of high molecular weight DNA extraction methods for long-read sequencing and structural variant analysis by Alison S. Devonshire, Jordi Morata, Claire Jubin, Rui Pedro Abreu Pereira, Laura Hernandez-Hernandez, Dilek Yener, Eric Cabannes, Steven McGinn, Marc Delepine, Cédric Fund, Raúl Tonda, Simon Heath, Marc Dabad, Javier Gutierrez-Cuesta, Ignacio Sanchez Escudero, Maria Cristina Frias-Lopez, Simon Cowen, Alexandra Whale, Thorsten Voss, Jean-François Deleuze, Ivo Gut, Marta Gut, Carole A. Foy

“…Sequencing performance was evaluated and the impact of extraction method on structural variant calling investigated. …”
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Vers une nouvelle classification des modèles d'évaluation et de prédiction de l'érosion hydrique by Aïcha Fadil, Farid El Wahidi

“…This synthesis reviews different methods for assessing soil erosion and sediment transport. …”
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