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Infrared dim tiny-sized target detection based on feature fusion
Published 2025-02-01“…The comparison of the proposed network with other algorithms are performed on open-source dataset and experimentally generated infrared images. …”
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Machine Learning Models for Predicting Thermal Properties of Radiative Cooling Aerogels
Published 2025-01-01“…A comparative analysis of various machine learning algorithms revealed that an optimized XGBoost model demonstrated superior predictive performance, achieving an R<sup>2</sup> value of 0.943 and an RMSE of 1.423 for the test dataset. An interpretability analysis using Shapley additive explanations (SHAPs) identified a ZnO modifier (SHAP value, 1.523) and environmental parameters (ambient temperature, 1.299; solar irradiance, 0.979) as the most significant determinants of cooling performance. …”
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Plasma CXCL3 Levels Are Associated with Tumor Progression and an Unfavorable Colorectal Cancer Prognosis
Published 2022-01-01“…Initial analysis of the GSE156720 dataset identified CXCL3 as the most enriched CXCL gene in CRC patients. …”
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Lulu Filterized Lin’s correlative Theil-Sen regression-based fully connected deep multilayer perceptive neural network for eye gaze pattern recognition
Published 2024-01-01“…Using the Synthes Eyes dataset, it turned out that the FPR of the suggested LFLCTR-FCDMPNN was 63% higher than existing.…”
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Diagnosis and detection of bone fracture in radiographic images using deep learning approaches
Published 2025-01-01“…Recent advancements in sophisticated DL methodologies have helped overcome existing issues in fracture detection.MethodsNevertheless, it is essential to develop an automated approach for identifying fractures using the multi-region X-ray dataset from Kaggle, which contains a comprehensive collection of 10,580 radiographic images. …”
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Assessment of sleep problems in patients with Kawasaki disease: a survey-based study
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Diverse pathways to decarbonization: cluster-specific impacts of energy sources on CO2 emissions in the European Union
Published 2025-03-01“…This study examines the relationship between different energy sources and CO2 emissions across European Union (EU) countries through a regression clustering panel data analysis. Using a dataset from 2011 to 2022, we identify distinct country clusters and analyse the impact of energy sources, including gas, coal, oil, wind, biofuels, solar, hydro and nuclear, on CO2 emissions within these clusters. …”
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Detecting Fish Diversity in Urban‐Impacted Ecosystems: A Comparative Approach of eDNA Metabarcoding and UVC
Published 2024-11-01“…Yet, each survey method featured a distinct species profile with associated trophic guilds, where 98 (32.3%) species found exclusively by UVC and 120 (39.6%) species detected only by eDNA. eDNA featured species from diverse habitats and evolutionary distances, including cryptic and large mobile fishes, offering enhanced prediction on local ecosystem functions. eDNA also recorded 90 putative species that had never been recorded in additional seven yearlong UVC dataset, with seven prospective new occurrence records to the territorial waters. …”
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Automatic summarization of cooking videos using transfer learning and transformer-based models
Published 2025-01-01“…A pre-trained CNN model called Inception-V3 is fine-tuned with food image dataset for dish recognition and another custom-made CNN is built with ingredient images for ingredient recognition. …”
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Pathogenetic Substantiation of the Therapeutic Impact on Microbiota in Irritable Bowel Syndrome
Published 2019-09-01Get full text
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Metabolic Profile in a Cohort of Young Sicilian Patients with Klinefelter’s Syndrome: The Role of Irisin
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Brain Oscillations Elicited by the Cold Pressor Test: A Putative Index of Untreated Essential Hypertension
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How much missing data is too much to impute for longitudinal health indicators? A preliminary guideline for the choice of the extent of missing proportion to impute with multiple i...
Published 2025-02-01“…The visual inspection of the box plot revealed severe variance shrinkage in imputed datasets with missing proportions beyond 70%, corroborating the findings from the evaluation metrics. …”
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