Prediction of Thyroid Classes Using Feature Selection of AEHOA Based CNN Model for Healthy Lifestyle by Rachappa Jopate, Piyush Kumar Pareek, DivyaJyothi M. G, Ariam Saleh Zuwayid Juma Al Hasani

“…This research presents the Adaptive Elephant Herd Optimisation Algorithm (AEHOA) model for selecting optimal attributes in order to circumvent these limitations. At first, employ a method called the Synthetic Minority Over-sampling Technique (SMOTE) to even out the data. …”
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Allometric equations for the aboveground biomass of five tree species in China using the generalized method of moments by Jia Wang, Longyu Zhang, Zhongke Feng

“…In this paper, we propose using the generalized method of moments (GMM) as a replacement for the more usual fitting technique of logarithmic transformation and ordinary least squares regression. …”
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A population spatialization method based on the integration of feature selection and an improved random forest model. by Zhen Zhao, Hongmei Guo, Xueli Jiang, Ying Zhang, Changjiang Lu, Can Zhang, Zonghang He

“…This implies that the method proposed in this paper could simulate population spatial distribution more accurately.…”
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Fault Line Selection Method Based on Transfer Learning Depthwise Separable Convolutional Neural Network by Haixia Zhang, Wenao Cheng

“…It also has good adaptability under different sampling frequencies, different noise environments, and different distribution network topologies; the line selection accuracy can reach more than 97.43%.…”
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OptWake-YOLO: a lightweight and efficient ship wake detection model based on optical remote sensing images by Runxi Qiu, Nan Bi, Chaoyue Yin

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Recent Advances in Microfluidics-Based Monitoring of Waterborne Pathogens: From Isolation to Detection by Guohao Xu, Gaozhe Cai, Lijuan Liang, Jianxin Cheng, Lujie Song, Rui Sun, Feng Shen, Bo Liu, Shilun Feng, Jin Zhang

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Research on real-time monitoring method of mine personnel protective equipment with improved YOLOv8 by Lei ZHANG, Zhipeng SUN, Hongjing TAO, Shangkai HAO, Qianru YAN, Xiwei LI

“…Making convolution deformable, when sampling, it can more closely detect the true shape and size of the object, more robust, It effectively improves its feature acquisition ability for targets of different scales. …”
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Misconceptions about the concept of photosynthesis among grade 12 students using the image analysis method by Evi Aprianti, Ari Sunandar, Anandita Eka Setiadi

“…This study aims to identify and analyze misconceptions among science and social studies students using the image analysis method. A total of 78 students (32 science, 46 social studies) participated, selected through a nonprobability sampling technique. …”
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Do summaries of evidence enable informed decision-making about COVID-19 and influenza vaccination equitably across more and less disadvantaged groups? Study protocol for a multi-ce... by Felix G Rebitschek, Christin Ellermann, Nicolai Savaskan

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SynC2S: An Efficient Method for Synthesizing Tabular Data With a Learnable Pre-Processing by Jiwoo Kim, Seri Park, Junsung Koh, Dongha Kim

“…Data synthesis has emerged as a popular technique to address privacy preservation and data usability simultaneously. Recently, numerous methods based on deep learning have been developed, while a clear understanding of their effectiveness is still insufficient, and the necessity for more efficient frameworks persists. …”
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Identification and Evaluation of Profitable Technical Trading Rules in the Cryptocurrency Market: A Mixed Method Approach by Milad Abbasi, Somayeh Al-sadat Mousavi, Abbasali Jafari Nodoushan

“…The selected indicators were ranked based on a survey of thirteen cryptocurrency market experts using the snowball sampling method. Finally, four technical indicators were chosen as superior indicators, showing a significant difference compared to the other technical indicators. …”
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Effect of RICAS (Remote Ischemic Preconditioning on Collaterals of Atherosclerosis Stroke): Rationale and Design by Zi‐Ai Zhao, Yan Lv, Hui‐Sheng Chen

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Periods of high uncertainty: How fertility intentions in Russia changed during 2022–2023 by Elena Vakulenko, Dmitriy Gorskiy, Valeria Kondrateva, Ilya Trofimenko

“…The sample includes Russian citizens aged 18–44 and represents Russia’s population by gender, age, and place of residence. …”
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Accuracy of age estimation with Demirjian and Nolla methods in Eastern Turkish children aged 3-17 years old by Gülsüm Duruk, Tamara Pelin Gündogdu Özdal, Sacide Duman

“…Conclusion: Nolla’s method was more accurate in the CA estimation than Demirjian’s method in Eastern Turkish population.…”
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An AutoEncoder enhanced light gradient boosting machine method for credit card fraud detection by Lianhong Ding, Luqi Liu, Yangchuan Wang, Peng Shi, Jianye Yu

“…This paper proposes an AutoEncoder enhanced LightGBM method for credit card detection. The method inherits the advantages of each component, using an AutoEncoder for feature reconstruction on the dataset, and integrating the LightGBM algorithm for improving the GBDT (Gradient Boosting Decison Tree) to detect abnormal data more accurately and efficiently. …”
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Neonatal outcomes associated with time from a high fetal blood lactate concentration to operative delivery by Magnus B. Berge, Jørg Kessler, Branka M. Yli, Anne Cathrine Staff, Nina Gunnes, Anne Flem Jacobsen

“…Material and methods We conducted a prospective observational study. …”
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Risk factors of blood transfusion in total knee revision in the United States by LI Xiaoyin, BAO Liangxiao, XIE Hao, YANG Qinfeng, GAO Pengcheng, WANG Jian, SHI Zhanjun

“…[Objective] To explore the incidence and risk factors of blood transfusion undergoing total knee revision (TKR) using a nationwide database. [Methods] A retrospective data analysis was conducted based on the Nationwide Inpatient Sample (NIS), enrolling patients who underwent TKR from 2015 to 2019 with complete information. …”
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Venoarterial extracorporeal membrane oxygenation is a feasible option for patients with pregnancy-associated diagnoses who require mechanical circulatory support by Trishna Parikh, Sabiha Armin, Saad Afzal Khan, Adishwar Rao, Akriti Agrawal, Dev Patel, Bindu Akkanti

“…We aimed to identify the clinical characteristics and predictors of in-hospital mortality in female patients requiring VA-ECMO, including evaluating the role of pregnancy. Methods: In this cross-sectional study, a cohort of female patients aged 19–45 years who required VA-ECMO were identified from the National Inpatient Sample from 2018 to 2021 and further stratified according to presence of pregnancy-associated diagnoses. …”
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Impact of Harvest Method on Development of European Sea Bass Skin Microbiome during Chilled Storage by Rafael Angelakopoulos, Andreas Tsipourlianos, Alexia E. Fytsili, Themistoklis Giannoulis, Katerina A. Moutou

“…The different harvest methods drove variations in the microbiome already shaped by the aquatic environment, with electro-stunning favoring more diversity in the skin microbiome. …”
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Falls and fall-related injuries: prevalence, characteristics, and treatment among participants of the Geelong Osteoporosis Study by Tewodros Yosef, Tewodros Yosef, Julie A. Pasco, Julie A. Pasco, Julie A. Pasco, Monica C. Tembo, Lana J. Williams, Kara L. Holloway-Kew

“…This study aimed to report the characteristics, circumstances, and treatment for falls and fall-related injuries in a population-based sample of Australian men and women.MethodsParticipants from the Geelong Osteoporosis Study provided cross-sectional data: baseline for men (2001–2006) and 10-year follow-up for women (2004–2008). …”
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