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1741
Heart rate variability biofeedback in a global study of the most common coherence frequencies and the impact of emotional states
Published 2025-01-01“…Abstract This global study analyzed data from the largest dataset ever studied in the Heart Rate Variability (HRV) biofeedback field, comprising 1.8 million user sessions collected from users of a mobile app during 2019 and 2020. …”
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1742
Anomaly detection solutions: The dynamic loss approach in VAE for manufacturing and IoT environment
Published 2025-03-01“…The model achieved an accuracy of 98% and an F1 score of 96% for binary classification on the SKAB dataset and a multiclass classification accuracy of 92% with an F1 score of 85% on the TEP dataset. …”
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1743
Evaluation of the practical application of the category-imbalanced myeloid cell classification model.
Published 2025-01-01“…This model exhibited significantly improved performance compared to the original dataset results, achieving an enhancement of 17.183% in precision and 10.655% in the F1 Score. …”
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1744
Evolution of Microstructure and Microsegregation of Ti-45Al-8Nb Alloy during Directional Solidification
Published 2018-01-01Get full text
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1745
DMR: disentangled and denoised learning for multi-behavior recommendation
Published 2025-01-01“…Experimental results on two real-world datasets show the proposal can improve the performance of MBR models effectively, which achieves on average 3.12% on the Retailrocket dataset and 3.28% on the Beibei dataset over the performance of state-of-the-art baselines. …”
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1746
A Comparison of Dysautonomias Comorbid with Cyclic Vomiting Syndrome and with Migraine
Published 2009-01-01Get full text
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1747
The Effect of Prenatal Invasive Tests on Neonatal Birthweight
Published 2015-12-01Get full text
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1748
An improved soft voting-based machine learning technique to detect breast cancer utilizing effective feature selection and SMOTE-ENN class balancing
Published 2025-01-01“…Recent advances in machine learning have benefited in this regard. However, if the dataset contains duplicate or irrelevant features, machine learning-based algorithms are unable to give the intended results. …”
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1749
Exploring Safe Overtaking Behavior on Two-Lane Two-Way Road Using Multiagent Driving Simulators and Traffic Simulation
Published 2024-01-01“…To address these concerns, a diverse dataset of natural overtaking behavior is a priority. …”
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1750
Classification-augmented survival estimation (CASE): A novel method for individualized long-term survival prediction with application to liver transplantation.
Published 2025-01-01“…We demonstrate CASE on a liver transplant case study to predict >20 years survival post-transplant, finding that CASE dataset augmentation improved AUCs from 0.69 to 0.88 and F1 scores from 0.32 to 0.73. …”
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1751
Fusion of multi-scale attention for aerial images small-target detection model based on PARE-YOLO
Published 2025-02-01“…Evaluation on the VisDrone2019 dataset indicates that PARE-YOLO achieves a 5.9% improvement in mean Average Precision (mAP) at a threshold of 0.5, compared to the original YOLOv8 model. …”
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1752
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1753
Plant Leaf Identification Using Feature Fusion of Wavelet Scattering Network and CNN With PCA Classifier
Published 2025-01-01“…However, their reliance on large datasets and substantial computational resources poses a significant challenge. …”
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1754
Design of a polarization independent terahertz metamaterial absorber for biomedical sensing applications
Published 2025-03-01Get full text
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1755
Influence of temperature on the quality of sperm from synthetic strain rabbits
Published 2024-06-01Get full text
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1756
Real-time rapid accident detection for optimizing road safety in Bangladesh
Published 2025-02-01“…The dataset of 9000 labelled images have been used for training for extremely accurate object detection and classification of on-road accidents. …”
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1757
Skin Reactions and Quality of Life after X-Ray Therapy of Basal Cell Carcinoma
Published 2012-01-01Get full text
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1758
Performance Comparison of Two Gene Set Analysis Methods for Genome-wide Association Study Results: GSA-SNP vs i-GSEA4GWAS
Published 2012-06-01“…GSA runs were made with two sets of p-values from a Korean type 2 diabetes mellitus GWAS study: 259,188 and 1,152,947 SNPs of the original and imputed genotype datasets, respectively. When Gene Ontology terms were used as gene sets, i-GSEA4GWAS produced 283 and 1,070 hits for the unimputed and imputed datasets, respectively. …”
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1759
MPAR-RCNN: a multi-task network for multiple person detection with attribute recognition
Published 2025-02-01“…Validated on the WIDER (Web Image Dataset for Event Recognition) dataset, the proposed model demonstrates an improvement over current state-of-the-art (SOTA) architectures, showcasing its potential in advancing multi-label attribute recognition.…”
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1760
An Ensemble Learning Based Framework for Traditional Chinese Medicine Data Analysis with ICD-10 Labels
Published 2015-01-01“…We evaluate the proposed method with comparison to two currently successful methods on a clinical diagnosis dataset with manually labeled ICD-10 information. …”
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