Evaluating the influence of friction stir processing on AlSi7Mg0.2 alloy using principal component analysis by Eddie Gazo-Hanna, Essam B. Moustafa, Ahmed O. Mosleh, Semaan Amine, Khaled Younes

“…Excluding outliers improved variance explanation from 55.18 % to 68.70 %, clarifying data clustering and emphasizing tailored data analysis approaches. …”
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Abnormal behavior detection method of fish school under low dissolved oxygen stress based on image processing and compressed sensing by LU Huanda, YU Xin, LIU Guangqiang

“…The results showed that the detection method can effectively detect the abnormal behavior of fish school under the low dissolved oxygen stress, with the detection accuracy rate of 98.50%.…”
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Optimizing Pathological Examination Cost Control Through Process Management Information Systems: A Mixed-Methods Study by Huang Q, Jiang W, He Y, Wang W, Song B

“…The quantity of waste in glass slides decreased from 17,244 for 2022 to 1,538 for 2023 (P < 0.0001). The timeliness rate of histopathological diagnosis in 2023 increased from 65.07% (data for 2022) to 95.46%. …”
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A self-learning framework combining association rules and mathematical models to solve production scheduling programs by Mateo Del Gallo, Sara Antomarioni, Giovanni Mazzuto, Giulio Marcucci, Filippo Emanuele Ciarapica

“…It also sets a production corrective factor based on confidence value and success rate to avoid product shortages. The results were generated in just 1.25 seconds, resulting in a makespan reduction of 9% and 6% compared to two heuristics based on First-In-First-Out and Short Processing Time strategies.…”
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Study of the influence of ozone-air mixture supply conditions on the process of the photoresist removal from the silicon wafer surface by O. I. Tsikhan, S. I. Madveika, S. V. Bordusau, A. L. Barakhoev, P. V. Kamlach

“…The study is devoted to the research of the dependence of the processing results of photoresistive films on the silicon wafers surface in an ozone environment on the conditions and parameters of the process. …”
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DEVELOPMENT OF REACTION-RECTIFICATION PROCESS OF OBTAINING MESITYL OXIDE. I. SIMULATION OF KINETICS AND PHASE EQUILIBRIUM IN THE REACTION SYSTEM by M. A. Yakhyaev, V. S. Gutenkov, Yu. A. Pisarenko

“…On the basis of the analysis of the literature data, a kinetic model of the process is proposed, and the conditions favorable for the course of the desired chemical transformation are determined with the use of this model. …”
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NONCONVENTIONAL RADIOLOGICAL TECHNOLOGIES AND PROCESSES USED FOR NEUROSURGERY IN CORRELATION WITH INTELLECTUAL PROPERTY PROTECTION WITH DIRECT APPLICATION IN HEALTHCARE ORGANIZATIO... by Dan Theodor Andronic, Oana Roxana Chivu, Augustin Semenescu, Dragos Florin Marcu, Mihail Aurel Titu

“…PACS facilitates the efficient management of radiological CT images, providing fast and secure access to patient data. This work considerably simplifies the process of diagnosis and planning of neurosurgical treatment. …”
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The Implementation of a Doula Grant Program Directed at Families from Economically Vulnerable Backgrounds: A Process Evaluation by Samantha Wall, Kailey Snyder, Becky Baruth, Kara Foster

“…Results: The grant program was successfully implemented over an 18-month period, and the program had a high rate of fidelity to the grant processes developed by a Midwestern-based nonprofit organization. …”
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LC-MS/MS analysis of lesional and normally looking psoriatic skin reveals significant changes in protein metabolism and RNA processing. by V V Sobolev, A V Mezentsev, R H Ziganshin, A G Soboleva, M Denieva, I M Korsunskaya, O A Svitich

“…After protein identification and data processing, the set of differentially expressed proteins was subjected to protein ontology analysis to characterize changes in biological processes, cell components and molecular functions in the patients' skin compared to skin of the healthy volunteers. …”
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Expedited Colorectal Cancer Detection Through a Dexterous Hybrid CADx System With Enhanced Image Processing and Augmented Polyp Visualization by Akella Subrahmanya Narasimha Raju, K. Venkatesh, Ranjith Kumar Gatla, Marwa M. Eid, Aymen Flah, Zdenek Slanina, Ramy N. R. Ghaly

“…To decrease the sizes of data significantly along with the generalizability of the model, we have used various data augmentation techniques, including magnification, inversion, and rotation. …”
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A holistic framework for intradialytic hypotension prediction using generative adversarial networks-based data balancing by Hsuan-Ming Lin, JrJung Lyu

“…Methods A CWGAN-GP was developed using multi-level hemodialysis data. Following rigorous preprocessing, including a strict temporal train-test split, the CWGAN-GP generated minority class samples exclusively on the training data. eXtreme Gradient Boosting (XGBoost) models were trained on the original imbalanced data and datasets balanced using the proposed CWGAN-GP method, benchmarked against traditional Synthetic Minority Over-sampling Technique(SMOTE) and Adaptive Synthetic Sampling Approach(ADASYN) balancing. …”
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Mobilizing Health Promotion Through Canada’s Student Mental Health Network: Concurrent, Mixed Methods Process Evaluation by Amy Ecclestone, Brooke Linden, Jessica Rose, Kiran Kullar

“…Quantitative data were used to evaluate both accessibility and feasibility. …”
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Key Lines Identification in Power Grid Based on Comprehensive Index Calculated by the Entropy Weight-Analytical Hierarchy Process by Hao WU, Ziwei ZHU

“…In order to accurately identify the key lines of the power grid, the paper firstly proposes the Theil entropy of voltage variation and power flow variation based on the Theil entropy theory, in view of the state of the power grid and with consideration of the types of grid nodes and line load rate. The maximum flow contribution betweenness and average closeness index is proposed, so as to make the evaluation results more consistent with the complex network and the actual grid structure model. the entropy weight method and the analytic hierarchy process are used to determine the weight of indexes, and the comprehensive evaluation index of the key lines are obtained, which not only takes into account the changes of the power grid state and the power grid structure, but also the objective data and subjective experience. …”
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Liquid Phase CO2 Hydrogenation to Synthesize Methanol: Solvent Screening, Process Design and Techno-Economic Evaluation by Dongliang Wang, Yun Du

“…The polar solvent tetraethylene glycol dimethyl ether (TEGDME) was selected as the liquid phase medium for the process. A liquid phase CO2 synthesis process was developed to achieve a high single pass CO2 conversion rate of 98.42 % and a methanol yield of 99.82 %.…”
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Transverse process-pedicle approach versus conventional transpedicular approach in percutaneous kyphoplasty for osteoporotic vertebral compression fracture by Changjia Huang, Fulai Pei, Buyun Li, Xiaolei Tang, Baodi Zha

“…Methods A retrospective study was conducted to analyze data from 124 patients with single-segment OVCF who were treated in our department between January 2019 and December 2022. …”
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A secure and efficient encryption system based on adaptive and machine learning for securing data in fog computing by Priyanka Rajan Kumar, Sonia Goel

“…For normal data, the system uses standard AES encryption, achieving processing efficiency while maintaining adequate security levels. …”
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Enhancing Clinical Nursing Guidance and Optimizing Care Processes for Improved Hand-Foot-and-Mouth Disease Treatment Outcomes by Zhao Y, Ju H

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Estimation of radiation doses of population residing nearby area of uranium ore mining and processing in Kazakhstan by tooth enamel EPR spectroscopy by Kassym Zhumadilov, Alexander Ivannikov, Murat Kassymzhanov, Assel Bagramova, Issa Zhantore, Sarsenova Samal, Valeriy Stepanenko, Artem Khailov, Masaharu Hoshi

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Study Comparison Deep Learning and Support Vector Machine for Face Mask Detection by Rani Kurnia Putri, Muhammad Athoillah*

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Sentiment Analysis of Pro-Israel Product Boycott Action Using IndoBERT Method on Unbalanced Data by Auliana Rizky Puspita Dewi, Slamet Riyadi, Cahya Darmajati, Nor Ashidi Mat Isa, Annisa Divayu Andriyani

“…The methods used included data crawling, data preprocessing, labeling with a Lexicon-Based approach, data balancing, and data splitting. …”
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