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  1. 5361
    Predicting sensitivity of recently harvested tomatoes and tomato sepals to future fungal infections
    “... cross-validation, XG-Boost and Random Forest based regression models were trained on the features...”
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  2. 5362
    Cognitive behavioral therapy for irritable bowel syndrome induces bidirectional alterations in the brain-gut-microbiome axis associated with gastrointestinal symptom improvement
    “... Bacteroides compared to non-responders. A random forests classifier containing 11 microbial genera predicted...”
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  3. 5363
    Research effort devoted to regulating and supporting ecosystem services by environmental scientists and economists.
    “... and mountain tundra, cave and subterranean, cryosphere, intertidal/littoral zone, and kelp forest ecosystem...”
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  4. 5364
    Interactions between staphylococcal enterotoxins A and D and superantigen-like proteins 1 and 5 for predicting methicillin and multidrug resistance profiles among Staphylococcus aureus ocular isolates.
    por Min Lu, Jean-Marie Parel, Darlene Miller
    Publicado 2021
    “... classification analysis utilizing Random Forest machine learning techniques.<h4>Findings</h4>Our machine learning...”
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  5. 5365
    Species-specific quantification of circulating ebolavirus burden using VP40-derived peptide variants.
    “...), Ebola virus (EBOV), Sudan virus (SUDV), and Taï Forest virus (TAFV); non-human pathogen Reston virus...”
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  6. 5366
    A Distinct Contractile Injection System Gene Cluster Found in a Majority of Healthy Adult Human Microbiomes
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  7. 5367
    Machine Learning Reveals Missing Edges and Putative Interaction Mechanisms in Microbial Ecosystem Networks
    “... a machine learning random forest approach to address this challenge. In particular, we show how...”
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  8. 5368
    Multidimensional analysis of immune responses identified biomarkers of recent Mycobacterium tuberculosis infection.
    “... logistic regression models. A decision tree and random forest model were used for statistical confirmation...”
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  9. 5369
    PEDF, a pleiotropic WTC-LI biomarker: Machine learning biomarker identification and validation.
    “... cross validation. Random forests of metabolites (n = 580), clinical biomarkers (n = 5), and previously...”
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  10. 5370
    Molecular and Microbial Microenvironments in Chronically Diseased Lungs Associated with Cystic Fibrosis
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  11. 5371
    Coupling Bacterial Community Assembly to Microbial Metabolism across Soil Profiles
    “...-cm and 10-to-20-cm layers. Partial Mantel tests, structural equation modeling, and random forest...”
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  12. 5372
    The effects of ANC follow up on essential newborn care practices in east Africa: a systematic review and meta-analysis
    “... between studies were assessed using I2 test statistics and Egger’s significance test. Forest plots were...”
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  13. 5373
    Spatial Molecular Architecture of the Microbial Community of a <italic toggle="yes">Peltigera</italic> Lichen
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  14. 5374
    Moderate Exercise Has Limited but Distinguishable Effects on the Mouse Microbiome
    “... exercise group compared to the sedentary controls. However, a random forests machine learning model, which...”
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  15. 5375
    Factors affecting Bobolink nest survival across grassland types
    “.../ha. Landscape variables, including region, percent forest, cropland, and grassland within 2, 5...”
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  16. 5376
    Induction of interferon response by high viral loads at early stage infection may protect against severe outcomes in COVID-19 patients
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  17. 5377
    How Important Are Those Fracture Zones? Scale Dependent Characteristics Revealed Through Field Studies and an Integrated Hydrological Model of a Mountain Headwater Catchment
    por Diana M. Allen, Alexandre H. Nott
    Publicado 2021
    “... associated with fracture zones. However, fracture zones can be difficult to map, particularly in forested...”
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  18. 5378
    Insecticidal and oviposition deterrent effects of essential oils of Baccharis spp. and histological assessment against Drosophila suzukii (Diptera: Drosophilidae)
    “...Abstract The diverse flora of the Atlantic Forest is fertile ground for discovering new chemical...”
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  19. 5379
    Exposure of infants to organochlorine pesticides from breast milk consumption in southwestern Ethiopia
    “.... Strict regulations of the health-threatening pesticide by the regulatory body (Environment, Forest...”
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  20. 5380
    Quantifying the impact of addressing data challenges in prediction of length of stay
    “... forest, support vector machine, and decision tree are implemented for both approaches to predict LOS...”
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