Investigating the association of traditional and non-traditional tobacco product use with subclinical and clinical cardiovascular disease: The Cross-Cohort Collaboration- Tobacco w... by Erfan Tasdighi, Kunal K. Jha, Zeina A. Dardari, Ngozi Osuji, Tanuja Rajan, Ellen Boakye, Michael E. Hall, Carlos J. Rodriguez, Andrew C. Stokes, Omar El Shahawy, Emelia J. Benjamin, Aruni Bhatnagar, Andrew P. DeFilippis, Michael J. Blaha

“…The Cross-Cohort Collaboration (CCC)-Tobacco is a harmonized dataset of 23 prospective cohort studies predominantly in the US. …”
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A Dynamic Adaptive Ensemble Learning Framework for Noninvasive Mild Cognitive Impairment Detection: Development and Validation Study by Aoyu Li, Jingwen Li, Yishan Hu, Yan Geng, Yan Qiang, Juanjuan Zhao

“…MethodsWe recruited 843 participants aged 60 years and older from the geriatrics and neurology departments of our collaborating hospitals, who were randomly divided into a development dataset (674/843 participants) and an internal test dataset (169/843 participants) at a 4:1 ratio. …”
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A multi-stage deep learning network toward multi-classification of polyps in colorectal images by Shilong Chang, Kun Yang, Yucheng Wang, Yufeng Sun, Chaoyi Qi, Wenlong Fan, Ying Zhang, Shuang Liu, Wenshan Gao, Jie Meng, Linyan Xue

“…To train and validate our proposed network, we curated a dataset consisting of 2568 white light endoscopic images. …”
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Erectile Dysfunction Preceding Clinically Diagnosed α-Synucleinopathies: A Case-Control Study in Olmsted County by Shemonti Hasan, Michelle M. Mielke, J. Eric Ahlskog, James Bower, Pierpaolo Turcano, Rodolfo Savica

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Toward the Development of Large-Scale Word Embedding for Low-Resourced Language by Shahzad Nazir, Muhammad Asif, Shahbaz Ahmad Sahi, Shahbaz Ahmad, Yazeed Yasin Ghadi, Muhammad Haris Aziz

“…This dataset was tokenized while creating 288 million tokens. …”
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Data characterizing a panel of biodegradable cross-linked polyester implants for sustained delivery of an anti-viral drugMendeley Data by Sungmin Jung, Jack Bufton, Zeqing Bao, Wonjoon Cho, Dean Aguiar, Christine Allen

“…The dataset is freely available on Mendeley Data.…”
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A structural health monitoring data reconstruction method based on VMD and SSA-optimized GRU model by Xiaoliang Jia, Guoyan Zhang, Zhiqiang Wang, Huacong Li, Jing Hu, Songlin Zhu, Caiwei Liu

“…Abstract In the field of Structural Health Monitoring (SHM), complete datasets are fundamental for modal identification analysis and risk prediction. …”
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Zero-day exploits detection with adaptive WavePCA-Autoencoder (AWPA) adaptive hybrid exploit detection network (AHEDNet) by Ahmed A. Mohamed, Abdullah Al-Saleh, Sunil Kumar Sharma, Ghanshyam G. Tejani

“…The experimental results show the proposed model outperforms the other models of dataset 1 in accuracy of 0.988086 and 0.990469, precision of 0.987976 and 0.990628, recall of 0.988298 and 0.990435, with the lowest Hamming Loss of 0.011914 and 0.009531, also, the proposed model outperforms the other models of dataset 2 in accuracy of 0.9819 and 0.9919, precision of 0.9868 and 0.9968, recall of 0.9813 and 0.9923, with the lowest Hamming Loss of 0.0209 and 0.0109, thus the proposed model outperformed the other models in detecting zero-day exploits.…”
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BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse by Qiaowang Li, Yaser Gamallat, Jon George Rokne, Tarek A. Bismar, Reda Alhajj

“…Unlike some existing analytical tools on the market, BioLake supports a wide range of web-based bioinformatics data analysis for public datasets, while allowing researchers to analyze their private datasets instantly. …”
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Formulation of Salam (Syzygium polyanthum (wight) walp) Leaves Ethanolic Extract Matrix Patch and Its Evaluation by Dian Eka Ermawati, Novi Andriani, Ulfa Afrinurfadhilah Darojati

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Decentralized Frequency Regulation by Using Novel PID Sliding Mode Structure in Multi-Area Power Systems With Hydropower Turbines by Dao Trong Tran, Anh-Tuan Tran, van van Huynh, Ton Duc do

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Implicit link prediction based on extended social graph by Ling Xing, Jinxin Liu, Qi Zhang, Honghai Wu, Huahong Ma, Xiaohui Zhang

“…This algorithm is validated on real datasets, and the results show that under the Facebook dataset, the algorithm improves the AUC and Precision metrics by an average of 5.17 $$\%$$ % and 9.25 $$\%$$ % compared to the baseline method, and under the Instagram dataset, it improves by 7.71 $$\%$$ % and 16.16 $$\%$$ % , respectively. …”
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Isopods in the Bioremediation of Invasive Seaweeds? First Experience with the Seaweed <i>Rugulopteryx okamurae</i> Mass Dumped on Beaches by Daniel Patón, José Carlos García-Gómez

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Respiratory disease detection in lung auscultation with convolutional neural networks and CVAE augmentation by D.V. Panaskin, S.H. Stirenko, D.S. Babko

“…The ICBHI (International Conference on Biomedical and Health Informatics) dataset was used for training, validation and augmentation. …”
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Modelling the Isotope composition of groundwater using hydrochemical properties in eastern Saudi Arabia: Implementation of innovative data intelligence techniques by Mohammed Benaafi, Waleed M. Hamanah, Ebrahim Al-Wajih

“…New hydrological insight for the region: Eight AI algorithms (KNN, SVR, RF, ET, Bag, AdaBt, GRB, and CAT) and stacking ensemble models were developed to predict the δ¹ ⁸O and δ²H isotopes of the groundwater using a dataset of physicochemical parameters, ions and elements, and isotopes from 47 wells. …”
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AfriSign: African sign languages machine translation by Kate Takyi, Rose-Mary Owusuaa Mensah Gyening, Shester Msouobu Gueuwou, Marco Stanley Nyarko, Richard Adade, Reindorf Nartey Borkor, Samuelson Israel Boadu-Acheampong, Linus Tabari

“…In this paper, we curate a novel video-to-text African sign languages translation dataset containing sign language videos of Bible verses from six (6) different African countries. …”
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Supervised and Self-Supervised Learning for Assembly Line Action Recognition by Christopher Indris, Fady Ibrahim, Hatem Ibrahem, Götz Bramesfeld, Jie Huo, Hafiz Mughees Ahmad, Syed Khizer Hayat, Guanghui Wang

“…Milestones include high scores for both fully and semi-supervised learning on this dataset and improved SPOT performance on ANet1.3. …”
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Alcohol Consumption Is a Risk Factor for Lower Extremity Arterial Disease in Chinese Patients with T2DM by Shanshan Yang, Shuang Wang, Bo Yang, Jinliang Zheng, Yuping Cai, Zhengguo Yang

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Static Voltage Stability Assessment of the Kenyan Power Network by Ombuki Mogaka, Roy Orenge, Julius Ndirangu

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A Hybrid Approach for Sports Activity Recognition Using Key Body Descriptors and Hybrid Deep Learning Classifier by Muhammad Tayyab, Sulaiman Abdullah Alateyah, Mohammed Alnusayri, Mohammed Alatiyyah, Dina Abdulaziz AlHammadi, Ahmad Jalal, Hui Liu

“…Experimental results showed significant accuracy, achieving 98.5% on the UCF-101 dataset and 99.2% on the YouTube dataset. Compared to state-of-the-art methods, our approach achieved better performance in event recognition.…”
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