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9561
Gut microbiota, serum metabolites, and lipids related to blood glucose control and type 1 diabetes
Published 2024-10-01“…Results The linear discriminant analysis, Shapley additive explanations (SHAP) algorithm, and ML algorithms revealed the enrichment of Bacteroides_nordii, Bacteroides_cellulosilyticus in the glycemic control (GC) group, while Bacteroides_coprocola and Sutterella_wadsworthensis were enriched in the poor glycemic control (PGC) group. …”
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9562
Proteomic response of hybrid wild rice to cold stress at the seedling stage.
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9563
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9564
The joint role of the immune microenvironment and N7-methylguanosine for prognosis prediction and targeted therapy in acute myeloid leukemia
Published 2025-06-01“…The quantitative real-time PCR (qPCR) analysis demonstrated that in comparison with healthy donors, the expression of WDFY3, PPM1H, and REEP5 was significantly lower, while that of PTP4A3, AHCYL1, CBR1, MPZL3, TREML2, and KBTBD8 was higher in AML patients. …”
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9565
Orchard variable-rate spraying method integrating GNSS and wind-excited audio-conducted leaf area density
Published 2025-07-01“…This system significantly improves droplet deposition uniformity while reducing environmental losses, offering a promising technical solution for the development of intelligent and sustainable plant protection equipment.…”
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9566
Development and application of an early prediction model for risk of bloodstream infection based on real-world study
Published 2025-05-01“…Based on the optimal combination, six machine learning algorithms were used to construct an early BSI risk prediction model. …”
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9567
A Comprehensive Catalog of Emission-line Nebulae, Star Clusters, and Supergiants in M31 from the LAMOST Spectroscopic Survey
Published 2025-01-01“…These objects were classified using a random forest algorithm, followed by thorough visual examinations of their spectral characteristics, as well as morphologies revealed by archive images. …”
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9568
Spatial Information of Somatosensory Stimuli in the Brain: Multivariate Pattern Analysis of Functional Magnetic Resonance Imaging Data
Published 2020-01-01“…Participants received the stimuli at four different locations on the upper and lower limbs (two sites each) for 5 min while blood-oxygen-level-dependent activity (BOLD) was measured using 3-Tesla MRI. …”
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9569
Evaluation of MODIS and VIIRS BRDF Parameter Differences and Their Impacts on the Derived Indices
Published 2025-05-01“…This study reveals the need in optimizing the Clumping Index (CI)-NDHD algorithm to produce VIIRS CI product and highlights the importance of considering BRDF product quality flags for users in their specific applications. …”
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9571
Optimal Coordinated Flood Control Scheduling of Three Gorges and Qingjiang Cascade Reservoirs
Published 2025-08-01“…The objectives are to fully exploit the potential of joint flood control scheduling of reservoir groups and leverage their synergistic effects in flood mitigation and disaster reduction while ensuring upstream and downstream flood control safety. …”
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9572
A prognostic model of 8-T/B cell receptor-related signatures for hepatocellular carcinoma
Published 2025-01-01“…We observed that tumor differentiation was worse while the fibrinogen concentration was higher in the high-risk group of patients. …”
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9573
Stratification system with dual human endogenous retroviruses for predicting immunotherapy efficacy in metastatic clear-cell renal cell carcinoma
Published 2025-01-01“…ERV expression was quantified using the ERVmap algorithm from RNA sequencing data. Our primary objective was to correlate ERV expression with progression-free survival, with overall survival and time-to-second-treatment survival as secondary endpoints. …”
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9574
Estimación retrospectiva de los casos iniciales de COVID-19 en Santiago Región Metropolitana en Chile
Published 2024-01-01“…During the first wave SRM accounted for 70%–76% of those infected in Chile, while from August 2020 onwards it accounted for 36%–39%. …”
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9576
Disturbance types play a key role in post-disturbance vegetation recovery in boreal forests of Northeast China
Published 2024-11-01“…Fire disturbance exhibited the most rapid vegetation recovery, followed by harvest disturbance, while urbanization disturbance displayed the slowest recovery, aligning with expectations. …”
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9577
ChemicalUniverseMachine. I. Uncovering the Cosmic Evolution of Metals in the Galaxy–Interstellar Medium–Circumgalactic Medium Ecosystem
Published 2025-01-01“…CGM metal enrichment is thus slow in high- z halos with deep potential wells. While f _H2 monotonically increases with halo mass, f _HI peaks at ∼10 ^12 −10 ^13 M _⊙ , suggesting that reinfall may be inefficient in larger-mass halos.…”
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9578
Assessment of prostate cancer aggressiveness through the combined analysis of prostate MRI and 2.5D deep learning models
Published 2025-06-01“…Subsequently, radiomic features were extracted using pyradiomics tool, while deep learning features from each cross-section were derived using the Inception_v3 neural network. …”
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9579
Nitrous oxide prediction through machine learning and field-based experimentation: A novel strategy for data-driven insights
Published 2025-04-01“…The new models demonstrated good performance according to R2 values, while the SVR model ranged from unacceptable to good. …”
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9580
Kombinasi K-Means dan Support Vector Machine (SVM) untuk Memprediksi Unsur Sara pada Tweet
Published 2020-05-01“…This study aims to make sentence corpus containing SARA elements obtained from twitter, then label sentences with labels containing elements of SARA and not, and conduct group sentiments. The algorithm used for the labeling process is k-means, while Support Vector Machine (SVM) is used for the classification process. …”
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