IDENTIFYING RISK FACTORS FOR PREMATURE BIRTH IN THE UK MILLENNIUM COHORT USING A RANDOM FOREST DECISION-TREE APPROACH

Identifying Risk Factors for Premature Birth in the UK Millennium Cohort Using a Random Forest Decision-Tree Approach

Prior research on causes of preterm birth has tended to focus on pathophysiological processes while acknowledging the role of socioeconomic indicators.The present research explored a wide range of factors plausibly associated with preterm birth informed by pathophysiological and evolutionary life history perspectives on gestation length.To achieve

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MMINP: A computational framework of microbe-metabolite interactions-based metabolic profiles predictor based on the O2-PLS algorithm

ABSTRACTThe gut metabolome acts as an intermediary between the gut microbiota and host, and has tremendous diagnostic and therapeutic potential.Several studies have utilized bioinformatic tools to predict metabolites based pycom expansion board 2.0 on the different aspects of the gut microbiome.Although these tools have contributed to a better unde

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Using Eye Tracking to Explore Facebook Use and Associations with Facebook Addiction, Mental Well-being, and Personality

Social networking sites (SNSs) have become ubiquitous in our everyday lives, and for all its communicative benefits, excessive SNS use has been associated with a range of negative health implications.In the present study, the authors use eye-tracking methodology to explore the relationship between bolso yerse individual differences in personality,

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