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Abstract Background and objectives: Predicting mortality in very low-birth-weight (VLBW) infants remains a critical challenge in neonatology. While traditional scoring systems and standard machine learning models are widely used, they often fail to capture the complex, non-linear interactions and time-dependent dynamics of neonatal clinical courses.
Abstract Background and objectives: Bronchopulmonary dysplasia (BPD) remains a significant complication linked to prematurity, especially in infants with very and extremely low birth weights. A major challenge in identifying prognostic biomarkers is the biological noise in blood samples, which masks the specific signals of BPD. This study aimed to identify candidate miRNA markers in the blood and develop integrated models for early BPD risk assessment.
Abstract Abiotic stresses, such as drought, salinity, extreme temperatures, nutrient deficiencies, and heavy metal contamination, severely limit oilseed crop productivity under accelerating climate change. This review synthesizes recent advances in understanding the critical role of soil and plant-associated microbiomes in conferring stress tolerance to major oilseed species, including rapeseed (Brassica napus), sunflower (Helianthus annuus), soybean (Glycine max), and sesame (Sesamum indicum).
As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.
