Fault diagnosis of mining rolling bearings based on Superlet Transform and OD-ConvNeXt-ELA by WU Xinzhong, LUO Kang, TANG Shoufeng, HE Zexu, CHEN Qi

“…Fault diagnosis experiments were conducted using the bearing datasets from Case Western Reserve University (CWRU) and Paderborn University (PU). …”
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Classifying Sunn Pest Damaged and Healthy Wheat Grains Across Different Species with YOLOV8 and Vision Transformers by Melike Çolak, Özgü Özkan, Ali Berkol, Nergis Pervan Akman, Murat Ardıç, Okan Sezer, Nazife Gözde Ayter Arpacıoğlu, Zekiye Budak Başçiftçi, Murat Olgun

“…Conversely, a high accuracy score of 98.61% was achieved on the augmented dataset while surpassing the accuracy score of 93.36% in the raw dataset. …”
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Estimasi Gender Berbasis Sidik Jari dengan Wavelet dan Support Vector Machine by Sri Suwarno, Aditya Wikan Mahastama

“…Penelitian ini menggunakan dataset dari NIST (National Institute of Standart and Technology) sebanyak 1000 sampel terdiri dari 500 sidik jari pria dan 500 sidik jari wanita.  …”
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Chinese version of the Perth Alexithymia Questionnaire: psychometric properties and clinical applications by Wei Wei, Zhe Zhang, Lin Zhu, Qian Zhang, Xin-Lu Cai, Qingying Ye, Ke Ni, Minmin Yin, David A. Preece, Bao-Ming Li

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Soil health of bananas cultivated in Ribeira River Valley – the major producing region of Brazil by Cavalieri-Polizeli Karina Maria Vieira, da Silva Anderson Lucas, Cremonesi Marcus, Lima Juliana Domingues, Cipriano Patriciani Estela, Cherubin Maurício Roberto, Rozane Danilo Eduardo

“…All soil quality indexes tested here can be used to verify soil health; however, soil quality index-2 was the best for a total dataset, and soil management assessment framework was the best for a minimum dataset, demonstrating no statistical difference in soil health between banana and forest soil systems.…”
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Implemantasi Mask R-CNN pada Perhitungan Tinggi dan Lebar Karang untuk Memantau Pertumbuhan Transplantasi Karang by Naufal Alkhalis, Husaini Husaini, Haekal Azief Haridhi, Cut Nadilla Maretna, Nur Fadli, Yudi Haditiar, Muhammad Nanda, Maria Ulfah, Kris Handoko, Intan Malayana, Arsa Cindy Safitri

“…Metode penelitian melibatkan pengumpulan dataset, pembagian dataset, anotasi dataset, implementasi model, evaluasi model, dan mengitung laju pertumbuhan karang. …”
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Comparative analysis of machine learning approaches for predicting the risk of vaginal laxity by Hongguo Zhao, Peng Liu, Fei Chen, Mengjuan Wang, Jiaxi Liu, Xiling Fu, Hang Yu, Manman Nai, Lei Li, Xinbin Li

“…Based on 1580 cases, we have established LightGBM, Random Forest, XGBoost, and AdaBoost models based on training dataset using 5-fold cross-validation and GridSearch, and analyzed the performance of the models on the hold-out test dataset. …”
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EMNet: A Novel Few-Shot Image Classification Model with Enhanced Self-Correlation Attention and Multi-Branch Joint Module by Fufang Li, Weixiang Zhang, Yi Shang

“…In the five-way one-shot and five-way five-shot experiments on the CIFAR-FS dataset, EMNet’s classification accuracies were 0.19 and 0.18 percentage points higher than those of RENet.…”
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Identification and Immunological Characterization of Cuproptosis Related Genes in Preeclampsia Using Bioinformatics Analysis and Machine Learning by Tiantian Yu, Guiying Wang, Xia Xu, Jianying Yan

“…Based on the GSE98224 dataset, we explored the differentially expressed cuproptosis related genes (DECRGs) and immunological composition. …”
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Identification of tacrolimus-related genes in familial combined hyperlipidemia and development of a diagnostic model using bioinformatics analysis by Yuan Xu, Hongfei He, Haiyang Li

“…A thorough weighted gene co-expression network analysis was conducted, including a differential expression analysis of the GSE1010 and TRG datasets, to identify intricate patterns of gene co-expression and provide insights on the underlying molecular dynamics within the datasets. …”
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MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks by Lijuan Yang, Lijuan Yang, Qiumei Dong, Da Lin, Chunfang Tian, Xinliang Lü

“…Furthermore, when validated on the independent LGG dataset, MUNet demonstrated excellent generalization ability, proving its effectiveness in various medical imaging scenarios. …”
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Real-Time Plant Health Detection Using Deep Convolutional Neural Networks by Mahnoor Khalid, Muhammad Shahzad Sarfraz, Uzair Iqbal, Muhammad Umar Aftab, Gniewko Niedbała, Hafiz Tayyab Rauf

“…It captured the entire image in one shot and forecasted adjacent boxes and class certainty. A random dataset image served as the model’s input via a cell phone. …”
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Resting state EEG in young children with Tuberous Sclerosis Complex: associations with medications and seizures by Caitlin C. Clements, Anne-Michelle Engelstad, Carol L. Wilkinson, Carly Hyde, Megan Hartney, Alexandra Simmons, Helen Tager-Flusberg, Shafali Jeste, Charles A. Nelson

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Ecological corridor design for ecoclimatic regulation: Species as eco-engineers by Lirong Wu, Matteo Convertino

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Healthcare Utilization and Costs Among US Adolescents With Alopecia Areata by Markqayne Ray, Elyse Swallow, Kavita Gandhi, Christopher Carley, Vanja Sikirica, Travis Wang, Nicolae Done, James Signorovitch, Arash Mostaghimi

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Postoperative Lung Function Advantages in Pulmonary Segmentectomy for Early‐Stage Lung Cancer by Ernesto Crisafulli, Claudio Micheletto, Alessio Campisi, Emanuele Vocale, Chiara Schiena, Giulia Sartori, Gianluca Gaburro, Elide Felici, Maurizio Infante

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Mortality and risk of cardiac complications among immediate survivors of accidental electric shock: a Danish nationwide cohort study by Christian Torp-Pedersen, Sam Riahi, Lars Køber, Steen Møller Hansen, Peter Søgaard, Rikke Mortensen, Søren Hjortshøj

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Exosome proteomic analyses identify inflammatory phenotype and novel biomarkers in African American prostate cancer patients by Gati K. Panigrahi, Prakash P. Praharaj, Hiroki Kittaka, Asit R. Mridha, Olen M. Black, Rakesh Singh, Roger Mercer, Adrie van Bokhoven, Kathleen C. Torkko, Chapla Agarwal, Rajesh Agarwal, Zakaria Y. Abd Elmageed, Hariom Yadav, Santosh K. Mishra, Gagan Deep

“…Interestingly, TCGA and Taylor's dataset as well as IHC analyses of PCa tissue showed a lower Filamin A expression in tissues of PCa patients compared with normal subjects. …”
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Improving the representation of major Indian crops in the Community Land Model version 5.0 (CLM5) using site-scale crop data by K. N. Reddy, S. Baidya Roy, S. S. Rabin, D. L. Lombardozzi, D. L. Lombardozzi, G. V. Varma, R. Biswas, D. C. Naik

“…This study used comprehensive wheat and rice novel crop data for India created by digitizing historical observations. This dataset is the first of its kind, covering 50 years and over 20 sites of crop growth data across tropical regions, where data have traditionally been spatially and temporally sparse. …”
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Critical technologies and geology-engineering integration practices for deep CBM production in the Yanchuannan CBM field by Zhenlong CHEN, Yunhai WANG, Xiao LIU, Bin CUI, Song YANG, Xin LI, Qilong FANG

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