Rapid parameter estimation for merging massive black hole binaries using continuous normalizing flows by Bo Liang, Minghui Du, He Wang, Yuxiang Xu, Chang Liu, Xiaotong Wei, Peng Xu, Li-e Qiang, Ziren Luo

“…Specifically, we employ linear interpolation and trig interpolation methods to construct transport paths for training CNFs. …”
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Original and Mirror Face Images and Minimum Squared Error Classification for Visible Light Face Recognition by Rong Wang

“…In real-world applications, the image of faces varies with illumination, facial expression, and poses. It seems that more training samples are able to reveal possible images of the faces. …”
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Prospects for Raman spectroscopy in cardiology by V. V. Rafalsky, A. Yu. Zyubin, E. M. Moiseeva, I. G. Samusev

“…Raman spectroscopy (RS) is a promising diagnostic method with high informative value and sensitivity. …”
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Nonlinear Volatility Risk Prediction Algorithm of Financial Data Based on Improved Deep Learning by Wangsong Xie

“…During the whole experiment, the time of the research method was less than 1.5 minutes. And for 1200 test samples, the average error of data risk prediction of the proposed method is 0.0217%. …”
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Equipment Maintenance Support Effectiveness Evaluation Based on Improved Generative Adversarial Network and Radial Basis Function Network by Zhen Li, Jianping Hao, Cuijuan Gao

“…Compared with traditional neural network evaluation methods, the improved GAN-RBF model has higher evaluation accuracy, better solves the problem of poor generalization ability caused by insufficient training samples, and can be more effectively applied to maintenance support effectiveness evaluation. …”
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Dispersive liquid-liquid microextraction for determining urinary muconic acid as benzene biological indicator by Moghadasi Abolfazl, Yousefinejad Saeed, Soleimani Esmaeel, Taghvaei Sajjad, Jafai Saeed

“…Pretreatment methods for t,t-MA generally include liquid–liquid extraction and solid–phase extraction. …”
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Fine-needle aspiration biopsy possibilities in studying the molecular genetic landscape of breast tissue by V.  V.  Rodionov, O.  V.  Burmenskaya, V.  V.  Kometova, A.  A.  Smetnik, M.  V.  Rodionova, D.  Yu.  Trofimov, L.  A.  Ashrafyan, G.  T.  Sukhikh

“…The ability to conduct molecular genetic research on small samples of breast tissue makes it possible to obtain the material using the most minimally invasive method. …”
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The antimicrobial effect of R-limonene and its nano emulsion on Enterococcus faecalis - In vitro study by İlke Doğa Şeker, Tayfun Alaçam, Gülçin Akça, Aysel Yılmaz, Sevgi Takka

“…Statistical analyzes were performed based on the data.Results: Statistically similar efficacy was observed between test materials on the root canal samples. All test materials were significantly more effective than the saline control (p<0.05), however, none of the test materials completely eliminated E. faecalis from root canals.Conclusion: Although the effects of R-limonene on E. faecalis in infected root canals appeared to be like calcium hydroxide, with its broad antibacterial spectrum, gutta-percha softening and cleansing benefits, it was considered that it could considered among antimicrobials that could be used especially in endodontic retreatments alone or in synergistic combinations.…”
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Clinical Evaluation of a Novel Stool Antigen Test Using Bioluminescent Enzyme Immunoassay for Detecting Helicobacter pylori by Toshihiko Kakiuchi, Muneaki Matsuo, Yasuhisa Sakata, Kazuma Fujimoto

“…B (EIA) that is based on the BLEIA method, which applies firefly luciferase luminescence, is more sensitive than stool antigen test kits that are currently marketed in Japan and is very useful in diagnosing H. pylori infection, especially in situations where noninvasive tests are preferred, such as in children.…”
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Quantifying Proteinuria in Hypertensive Disorders of Pregnancy by Sapna V. Amin, Sireesha Illipilla, Shripad Hebbar, Lavanya Rai, Pratap Kumar, Muralidhar V. Pai

“…Seventy-eight patients (76.5%) had significant proteinuria of more than 300 mg/24 h. Dipstick method showed 59% sensitivity and 67% specificity for prediction of significant proteinuria. …”
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INVESTIGATION OF THE SUSCEPTIBILITY OF CARBAPENEMRESISTANT KLEBSIELLA PNEUMONIAE ISOLATES TO APRAMYCIN by Sevinç Baba, Zerrin Aktaş, Mustafa Oral Öncül

“…Objective: In this study, it was aimed to investigate the presence of blaOXA-48- like, blaCTX-M-15, blaNDM-1 genes and susceptibility to apramycin of carbapenemresistant Klebsiella pneumoniae isolates isolated from various clinical samples. Material and Methods: Twelve multiple resistant K. pneumoniae isolates isolated from various clinical samples of hospitalized patients in Istanbul Faculty of Medicine Hospital between June and September 2020 were included in the study. …”
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TECHNOLOGY IMPROVEMENT OF PLAIN BEARINGS’ TECHNICAL CONTROL IN CONSTRUCTION MACHINERY AND EQUIPMENT by R. F. Salikhov, V. V. Akimov, A. F. Mishurov, G. N. Musagitova

“…Their solution would enable to increase post-repair resource, cut down failures number, and reduce costs of faults removal in warranty period.Materials and methods. The authors suggest a thermal method of plain bearings materials quality assessment in internal combustion engines. …”
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Comparison of Efficacy and Safety of Different Guided Technologies Combined With Ultrathin Bronchoscopic Biopsy for Peripheral Pulmonary Lesions by Zhihan Zhang, Junbao Zhang, Xi Chen, Junfeng Yan, Cao Zeng, Ping Xu

“…Methods Retrospectively identified were 256 patients sampled with transbronchial biopsy of PPLs. …”
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Microstructural investigation of low-activity and high-activity aluminide coatings fabricated by vapor phase aluminizing on IN792 superalloy by Ali Azari Beni, Saeed Rastegari

“…The results showed that the thickness of coated samples increased with using more coating powder input from 21.3 μm for 20 g to 68.7 μm for 100 g. …”
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Implications of overlap in tariff policy on waste management costs in Italian municipalities by Giacomo Di Foggia, Ioannis Kostakis, Konstadinos Abeliotis, Massimo Beccarello

“…Based on a panel data sample for 5,512 municipalities from 2016 to 2022, a generalized method of moments estimation was employed for a linear dynamic panel model. …”
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Machine Learning Analysis of Arterial Oscillograms for Depression Level Diagnosis in Cardiovascular Health by Vladislav Kaverinsky, Dmytro Vakulenko, Liudmyla Vakulenko, Kyrylo Malakhov

“…Through dimensionality reduction using UMAP, two distinct classes emerged, categorized as lighter and more severe cases. Utilizing machine learning methods, an automated classifier was developed based on correlated ULF indicators, which led to improved classification accuracy. …”
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Developing a Target Games-Based Long Service Training Model in Badminton for Beginner Athletes by Nurman Hasibuan, Samsuddin Siregar, Andarias Ginting, Agus Salim Samosir, Puji Ratno, Mikkey Anggara Suganda, Didi Suryadi, Muhammad Daffa Haidar

“…This study aimed to develop and determine the effectiveness of a long service training model based on target games in enhancing the long service skills of beginner badminton players. Materials and methods. The research design used was a research and development method by following the Borg & Gall model, involving ten stages ranging from needs analysis to effectiveness testing. …”
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Assessment of Thyroid Function and Cortisol Levels in Iraqi Patients with Vitiligo by Fatima H. Mohsin, Talib A. Hussein, Ghassan H. Abdulqahar

“…More extensive research with larger sample sizes is required to clarify these findings. …”
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The potential relationship between EasyNAT system Tt values and Cobas z480 Ct values in the detection of SARS-Cov-2 by Lu-Qing Zheng, Qing-Yong Wang

“…Design and Methods: Data were retrospectively collected from a clinical laboratory between December 4, 2022 and July 1, 2024. …”
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Prevalence and intensity of soil-transmitted helminthiasis, prevalence of malaria and nutritional status of school going children in honduras. by Rosa Elena Mejia Torres, Dora Nelly Franco Garcia, Gustavo Adolfo Fontecha Sandoval, Adriana Hernandez Santana, Prabhjot Singh, Sandra Tamara Mancero Bucheli, Martha Saboya, Mirian Yolanda Paz

“…The present study was done to estimate country-wide STH prevalence and intensity, malaria prevalence and nutritional status in school going children.<h4>Methods and findings</h4>A cross-sectional study was conducted following PAHO/WHO guidelines to select a sample of school going children of 3rd to 5th grades, representative of ecological regions in the country. …”
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