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  1. 5161
    Application of Artificial Intelligence Modeling Technology Based on Fluid Biopsy to Diagnose Alzheimer’s Disease
    “... learning algorithms, including linear support vector machine (SVM), Adaboost, random forest and artificial...”
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  2. 5162
    Unmet need for family planning among reproductive-age women living with HIV in Ethiopia: A systematic review and meta-analysis.
    “... statistics and Egger regression asymmetry test, respectively. Forest plots were used to present the pooled...”
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  3. 5163
    Holocene Environmental Changes Inferred From an Aeolian-Palaeosol-Lacustrine Profile in the Mu Us Desert, Northern China
    “... is possibly an indication of the Medieval Warm Period. This implies a forest steppe environment at both...”
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  4. 5164
    Retrieving zinc concentrations in topsoil with reflectance spectroscopy at Opencast Coal Mine sites
    “...) concentrations via the random forest (RF) and partial least squares regression (PLSR) using ground in-situ Zn...”
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  5. 5165
    Long-term trends in the body condition of parents and offspring of Tengmalm’s owls under fluctuating food conditions and climate change
    “... and fragmentation of mature and old-growth forests due to clear-felling) subsequently leading to decline...”
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  6. 5166
    Machine learning and atherosclerotic cardiovascular disease risk prediction in a multi-ethnic population
    “... forest, gradient boosting machine (GBM), extreme gradient boosting] and determined 5-year ASCVD risk...”
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  7. 5167
    Machine Learning Leveraging Genomes from Metagenomes Identifies Influential Antibiotic Resistance Genes in the Infant Gut Microbiome
    “... feeding impacts the resistome. Random forest models corroborated by statistical tests revealed...”
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  8. 5168
    Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations.
    “... included: support vector machine, random forest, multilayer perceptron, extreme gradient boosted tree...”
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  9. 5169
    Genetic diversity and structure of Musa balbisiana populations in Vietnam and its implications for the conservation of banana crop wild relatives.
    “..., dessert and cooking bananas. Musa balbisiana has its origin in subtropical and tropical broadleaf forests...”
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  10. 5170
    Landscape of stress: Tree mortality influences physiological stress and survival in a native mesocarnivore.
    “... in the hair of 64 fishers (41 females, 23 males) captured and radio-collared in the Sierra National Forest...”
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  11. 5171
    Associations of ultrasound-based inflammation patterns with peripheral innate lymphoid cell populations, serum cytokines/chemokines, and treatment response to methotrexate in rheumatoid arthritis and spondyloarthritis.
    “... analysis using unsupervised random forest based on the multi-axis ultrasound information and classified...”
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  12. 5172
    Atrial fibrillation detection in outpatient electrocardiogram monitoring: An algorithmic crowdsourcing approach.
    “... electrocardiogram (ECG) monitoring device. All algorithms are ranked using a random forest classifier and an expert...”
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  13. 5173
    Predicting drug sensitivity of cancer cells based on DNA methylation levels.
    “... to identify patterns that predicted patient responses reliably; however, predictions by the Random Forests...”
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  14. 5174
    Seasonality and social factors, but not noise pollution, influence the song characteristics of two leaf warbler species.
    “... and nonurban forests. The main goal of our study was to evaluate the impact of moderate levels of noise...”
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  15. 5175
    Erosion and deposition vulnerability of small (<5,000 km2) tropical islands.
    por Trevor N Browning, Derek E Sawyer
    Publicado 2021
    “... constrained at a global scale. Structures and roads are difficult to identify in heavily forested regions...”
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  16. 5176
    Machine learning prediction of dropping out of outpatients with alcohol use disorders.
    “... ML models-logistic regression, support vector machine, k-nearest neighbor, random forest, neural...”
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  17. 5177
    Emergence potential of mosquito-borne arboviruses from the Florida Everglades.
    “... National Preserve, Fakahatchee State Park Preserve and Picayune State Forest, an area already undergoing...”
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  18. 5178
    Personalized prediction of disease activity in patients with rheumatoid arthritis using an adaptive deep neural network.
    “... values. Compared to linear regression, random forest and support vector machines, AdaptiveNet showed...”
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  19. 5179
    Frequency, timing and risk factors for primary maternal cytomegalovirus infection during pregnancy in Quebec.
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  20. 5180
    Diverse and nonlinear influences of built environment factors on COVID-19 spread across townships in China at its initial stage
    por Shuang Ma, Shuangjin Li, Junyi Zhang
    Publicado 2021
    “...-19 across townships in China at its initial stage through a random forest approach. Taking data...”
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