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Novel pyroptosis-immune-related lncRNA signature exhibits a distinct immune cell infiltration landscape in breast cancer
Published 2025-01-01“…The Cancer Genome Atlas dataset was allocated to training and testing subsets. …”
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Detection of atrial fibrillation in primary care with radial pulse palpation, electronic blood pressure measurement and handheld single-lead electrocardiography: a diagnostic accur...
Published 2022-06-01“…Additionally, we analysed the dataset using multiple imputation. We present pooled diagnostic parameters.Setting 47 general practices participated between September 2015 and August 2018.Participants In the electronic medical record system of the participating general practices (n=47), we randomly marked 200 patients of ≥65 years without AF. …”
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MSCPNet: A Multi-Scale Convolutional Pooling Network for Maize Disease Classification
Published 2025-01-01“…Furthermore, the model was evaluated on the PlantVillage dataset for tomato leaf disease classification, where it achieved an accuracy of 99.32%, precision of 99.32%, recall of 99.33%, F1-score of 99.32%, and an MCC of 0.9925. …”
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Multi-Class Guided GAN for Remote-Sensing Image Synthesis Based on Semantic Labels
Published 2025-01-01“…In the scenario of limited labeled remote-sensing datasets, the model’s performance is constrained by the insufficient availability of data. …”
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UAV Hyperspectral Remote Sensing Image Classification: A Systematic Review
Published 2025-01-01“…The WHU-Hi hyperspectral remote sensing dataset is utilized as a case study to elucidate the advantages and limitations of various deep learning methods through rigorous qualitative and quantitative comparisons. …”
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Self-perception of risk for HIV acquisition among people in prisons in Iran: A nationwide survey in 2017
Published 2025-02-01Get full text
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The Modulation of Reward and Habit Systems by Acupuncture in Adolescents with Internet Addiction
Published 2020-01-01Get full text
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Comparative Evaluation of AI-Based Multi-Spectral Imaging and PCR-Based Assays for Early Detection of <i>Botrytis cinerea</i> Infection on Pepper Plants
Published 2025-01-01“…This study employs the Deep Learning algorithm YOLO for single-class segmentation on plant images to extract spatial details of pepper leaves. The dataset included hyperspectral images at discrete wavelengths (460 nm, 540 nm, 640 nm, 775 nm, and 875 nm) from derived vegetation indices (CVI, GNDVI, NDVI, NPCI, and PSRI) and from RGB. …”
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Integration of ground-based and remote sensing data with deep learning algorithms for mapping habitats in Natura 2000 protected oak forests
Published 2025-03-01“…Oak-dominated forest habitats were differentiated solely through multispectral data obtained from Sentinel-2 satellites. A dataset was selected for the training of a deep learning algorithm called the Natural Numerical Network on the basis of the analysis results. …”
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Heat-related mortality in Mexico: A multi-scale spatial analysis of extreme heat effects and municipality-level vulnerability
Published 2025-01-01“…Daily all-cause mortality was collected from the Mexican Secretary of Health and municipality-specific extreme heat events were estimated using population-weighted temperatures from 1998 to 2019 using Daymet and WorldPop datasets. We analyzed the association between single-day extreme heat events defined at the 99th percentile of the same-day maximum temperature and mortality, and seven heat threshold metrics based on relative and absolute scales were considered as sensitivity analyses. …”
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Assessing Physician and Patient Agreement on Whether Patient Outcomes Captured in Clinical Progress Notes Reflect Treatment Success: Cross-Sectional Study
Published 2025-01-01“…This study was part of a larger study of 1000 patients with PHF receiving initial treatment between 2019 and 2021. From the full dataset of 1000 physician-labeled notes, a stratified random sample of 25 notes from each outcome label group was identified for this study. …”
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AlScN/GaN HEMTs with 4 A/mm on-current and maximum oscillation frequency >130 GHz
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Climate response to stratospheric aerosol injection during the Harmattan season in West Africa
Published 2025-01-01“…In this study, we investigate the influence of SAI on West African surface temperature, dust, and other meteorological variables using the Whole Atmosphere Community Climate Model under the Shared Socioeconomic Pathway 2-4.5 scenario and the Assessing Responses and Impacts of Solar Climate Intervention on the Earth system with SAI (ARISE-SAI) dataset. Our findings indicate that SAI intervention significantly impacts the projected surface temperatures, specific humidity, and wind speed changes during the Harmattan season. …”
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