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5081
Enhanced Detection Performance of Acute Vertebral Compression Fractures Using a Hybrid Deep Learning and Traditional Quantitative Measurement Approach: Beyond the Limitations of Ge...
Published 2025-01-01“…The models were evaluated on a dataset of 589 patients, focusing on sensitivity, specificity, accuracy, and precision. …”
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5082
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5083
Machine Learning-Based Detection of Anomalies, Intrusions, and Threats in Industrial Control Systems
Published 2025-01-01“…This paper proposes a machine learning (ML)-based approach to anomaly detection in ICS communication networks, focusing on techniques such as 1D Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTM) networks, Support Vector Machines (SVMs), and Isolation Forest (iForest) algorithms. We generated a dataset by capturing both normal and manipulated ICS communication patterns, including TCP/IP traffic. …”
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5084
Enhancing plant disease detection through deep learning: a Depthwise CNN with squeeze and excitation integration and residual skip connections
Published 2025-01-01“…The proposed model is trained on a comprehensive dataset encompassing various plant species and disease categories, ensuring robust performance and adaptability. …”
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5085
Model-Oriented Training of Coordinators of the Decentralized Control System of Technological Facilities With Resource Interaction
Published 2025-01-01“…This article explores the prospects of model-based learning for solving the problem of missing datasets used for coordinators’ training. An approach to determining the optimal statistics of the training dataset for the coordination control of nonlinear technological facilities with resource interaction is proposed. …”
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5086
eNSMBL-PASD: Spearheading early autism spectrum disorder detection through advanced genomic computational frameworks utilizing ensemble learning models
Published 2025-01-01“…Methods This study utilized a benchmark genomic dataset, which was processed using feature extraction techniques to identify relevant genetic patterns. …”
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5087
A comprehensive analysis and comparative study of the trends in thyroid cancer burden in China and globally from 1990 to 2021, with projections for the next 15 Years
Published 2025-02-01“…Additionally, it projects the trends in thyroid cancer burden for the next 15 years for both China and the global population.Materials and methodsThyroid cancer-related data were extracted from the 2021 GBD dataset. The average annual percentage change (AAPC) and the corresponding 95% confidence intervals (95% CI) were calculated using Joinpoint regression to reflect trends in the thyroid cancer burden. …”
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5088
A Disentangled Representation-Based Multimodal Fusion Framework Integrating Pathomics and Radiomics for KRAS Mutation Detection in Colorectal Cancer
Published 2024-09-01“…The proposed model is developed and evaluated on a multi modality dataset of 111 colorectal cancer patients with whole slide images and contrast-enhanced CT. …”
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5089
The New Approach Research on Singing Voice Detection Algorithm Based on Enhanced Reconstruction Residual Network
Published 2022-01-01“…In this article, a high-resolution neural network is utilized to model the time spectrogram in order to correctly estimate the real value of the anticipated time-amplitude spectrograms. Experiments on the dataset MIR-1K show that compared with the current leading SH-4Stack model, the method in this paper has improved SDR, SIR, and SAR indicators for measuring the separation performance, confirming the effectiveness of the algorithm in this paper.…”
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5090
Role of Serum Fibrinogen Levels in Patients with Rotator Cuff Tears
Published 2014-01-01Get full text
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5091
Genome-Wide Identification and Characterization of the LRR-RLK Gene Family in Two Vernicia Species
Published 2015-01-01Get full text
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5092
Increased Circulatory Interleukin-17A Levels in Patients with Progressive and Leukotrichial Vitiligo
Published 2021-01-01Get full text
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5093
Smell-ML: A Machine Learning Framework for Detecting Rarely Studied Code Smells
Published 2025-01-01“…We evaluated Smell-ML on a dataset composed of 13 open source Java projects with 125 versions per project. …”
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5094
Quantifying observer variance in expansive monitoring program indicator data with heterogeneous-variance mixed-effects models
Published 2025-03-01“…This statistical technique requires a dataset with a large number of samples and observers and is therefore best suited to large monitoring programs. …”
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5095
Genome-Wide Association Study towards Genomic Predictive Power for High Production and Quality of Milk in American Alpine Goats
Published 2020-01-01“…The analysis used a polygenic model where the dropping criterion was a call rate≥0.95. The initial dataset was composed of ~60,000 rows of SNPs and 21 columns of phenotypic traits and composed of 53,384 scaffolds containing other informative data points used for genomic predictive power. …”
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5096
Predicting branch retinal vein occlusion development using multimodal deep learning and pre-onset fundus hemisection images
Published 2025-01-01“…These findings demonstrate the potential of the BV-enhanced multimodal approach for BRVO prediction and highlight the need for larger, multicenter datasets to improve its clinical utility and predictive accuracy.…”
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5097
Personalized Federated Learning for Heterogeneous Residential Load Forecasting
Published 2023-12-01“…We perform simulation experiments on the real-world dataset and the experimental results show that the proposed system can comply with the requirement for accuracy and privacy in real load forecasting scenarios.…”
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5098
Discriminatory Value of Adiponectin to Leptin Ratio for COVID-19 Pneumonia
Published 2022-01-01Get full text
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5099
Visual Route Recognition in Urban Spaces: A Scalable Approach Using Open Street View Data
Published 2025-01-01“…The proposed approach aims to identify the path of a video recorder by analyzing visual cues from continuous video frames and street landmarks, evaluated through datasets from New York and Taipei City. The pipeline begins with semantic visual geo-localization (SemVG), a semantic fused feature extraction network that filters out nonlandmark noise, generating robust visual representations. …”
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5100
Do antibody CDR loops change conformation upon binding?
Published 2024-12-01“…To this end, we built a dataset, AbAgDb, that currently includes 177 antibodies with high-quality CDRs, each of which has at least one bound and one unbound structure. …”
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