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A recurrent YOLOv8-based framework for event-based object detection
Published 2025-01-01“…The framework was evaluated using two comprehensive event-based datasets Prophesee's Generation 1 (GEN1) and Person Detection for Robotics (PEDRo). …”
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Identification of Potential miRNA-mRNA Regulatory Network Contributing to Parkinson’s Disease
Published 2022-01-01“…The differentially expressed miRNAs (DEmis) and genes (DEGs) between PD patients and healthy donors were screened from the miRNA dataset GSE16658 and mRNA dataset GSE100054 downloaded from the Gene Expression Omnibus (GEO) database. …”
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Analyse des terres cuites architecturales de l’aqueduc de Nyon/Colonia Iulia Equestris (Suisse)
Published 2023-12-01Get full text
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Identification of EGR1 as a Key Diagnostic Biomarker in Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) Through Machine Learning and Immune Analysis
Published 2025-02-01“…Among these, the key gene EGR1 was validated and screened using an external dataset, with an area under the curve (AUC) of 0.882. …”
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Spatially mapping the tumour immune microenvironments of non-small cell lung cancer
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Desain Penilaian Risiko Privasi pada Aplikasi Seluler Melalui Model Machine Learning Berbasis Ensemble Learning dan Multiple Application Attributes
Published 2023-08-01“…Sebuah matriks risiko dibentuk untuk menghitung nilai risiko privasi aplikasi dan dataset CIC-AndMal2017 digunakan untuk mengevaluasi model ensemble learning dan desain penilaian risiko privasi. …”
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Risk factors and machine learning prediction models for intrahepatic cholestasis of pregnancy
Published 2025-01-01“…We collected clinical data during their pregnancies and selected the top 11 critical risk factors through univariable and lasso regression analysis. The dataset was randomly divided into training and testing cohorts. …”
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Modeling Burst Error Processes in ITU-T G.hnem-Based PLC Systems: Noisy Indoor Environment Analysis Using a Generative Semi-Hidden Markov Model
Published 2025-01-01“…Using this experimental setup, we generated and analyzed a dataset of 200,000 transmitted bits, capturing the characteristics of burst errors under realistic indoor noise conditions. …”
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Micronutrient levels of global tropical reef fish communities differ from fisheries capture
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Genome data based deep learning identified new genes predicting pharmacological treatment response of attention deficit hyperactivity disorder
Published 2025-02-01“…The convolutional neural network (CNN) model, using variants with genome-wide P values less than E-02 (5516 SNPs), demonstrated the best performance with mean squared error (MSE) equals 0.012 (Accuracy = 0.83; Sensitivity = 0.90; Specificity = 0.75) in the validation dataset, 0.081 in an independent test dataset (Acc = 0.61, Sensitivity = 0.81; Specificity = 0.26). …”
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