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An approach to arousal disorder classification using deformable convolution and adaptive multiscale features in EEG signals
Published 2025-10-01“…We analyzed data from 994 participants in the 2018 PhysioNet Challenge study who experienced sleep-related micro- and macro-arousal events. …”
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EGRN-YOLO: An Enhanced Multi-View Remote Sensing Detection Algorithm for Onshore Wind Turbines Based on YOLOv7
Published 2025-01-01“…Firstly, the lightweight network EfficientNetV2 is utilized as the feature extraction backbone to reduce the number of model parameters and computational load. …”
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Little neighbours in Hamburg: free-living aquatic flatworms (Platyhelminthes)
Published 2024-12-01Get full text
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IOT-MDEDTL: IoT Malware Detection based on Ensemble Deep Transfer Learning
Published 2022-09-01“…Our method comprises two feature extractors, named ResNet101 and VGG16, which learn to classify input data as malicious and non-malicious. …”
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Integration of carbon dioxide sensor with GNSS receiver for dynamic air quality monitoring applications
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ARTISANAL FISHING ON THE COAST OF ESPÍRITO SANTO STATE, SOUTHEASTERN BRAZIL: AN APPROACH TO SOCIOENVIRONMENTAL OCEANOGRAPHY
Published 2021-04-01“…These workers use the following fishing gear: line, longline, gillnet, trawl net, and harpoon. Socioenvironmental oceanography enables obtaining basic information on artisanal fishing, which can support the development of public policies for the sector with a view to maintaining this activity in Espírito Santo State. …”
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A Novel Hybrid Deep Learning Model Based on Simulated Annealing and Cuckoo Search Algorithms for Automatic Radiomics-Based COVID-19 Diagnosis
Published 2025-01-01“…To address this, we propose an efficient, modified radiomics feature processing method that integrates an optimal aerial perspective (OAP) parameter-based intensity dark channel prior (IDCP) with a 50-layer residual deep neural network (ResNet50 DNN) for autolesion segmentation (ALS-IOAP-DNN). …”
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Factors affecting uptake of private health insurance in the Philippines
Published 2025-08-01“…However, only 13.0% of the country’s total health expenditure is attributed to PHI and information on why there is low PHI uptake remains lacking. …”
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The Russian Oil and Gas Sector in the Projection of Modern Transformational Trends
Published 2024-04-01“…There is a high correlation between the indicators of ESG investments and the net profit of oil and gas companies; PJSC Tatneft and PJSC NK Rosneft have the most significant correlation coefficient. …”
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Dashboards for visual display of patient safety data: a systematic review
Published 2021-03-01“…We searched PubMed, EMBASE and CINAHL for publications between 1 January 1950 and 30 August 2018 involving use of dashboards to display data related to safety targets defined by the Agency for Healthcare Research and Quality’s Patient Safety Net. Two reviewers independently reviewed search results for inclusion in analysis and resolved disagreements by consensus. …”
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A Comparative Study of Lesion-Centered and Severity-Based Approaches to Diabetic Retinopathy Classification: Improving Interpretability and Performance
Published 2025-06-01“…We benchmarked the lesion-centered NMC dataset against the severity-based public Asia Pacific Tele-Ophthalmology Society (APTOS) dataset, conducting experiments with EfficientNet—a convolutional neural network architecture—and diverse classification strategies. …”
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The Application and Efficacy of Medication Safety Officer-Based Multidisciplinary Management in Reducing Adverse Drug Reaction and Improving Intravenous Management
Published 2025-03-01“…This study evaluates the effectiveness of medication safety officer (MSO)-based multidisciplinary management on managing IV fluids in children’s outpatient and emergency departments, aiming to reduce adverse drug reaction (ADR) and standardize IV infusion management.Methods: Implementing MSO-based multidisciplinary management integrates multidisciplinary supervision, information system optimization, and fostering medication safety culture. …”
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