PHYSICAL MAPPING OF THE MAGNAPORTHE GRISEA AVR1-MARA LOCUS REVEALS THE VIRULENT ALLELE CONTAINS TWO DELETIONS



An investigation on fermentative profile, microbial numbers, bacterial community diversity and their predicted metabolic characteristics of Sudangrass ( Stapf.) silages

Objective This study aimed to investigate the fermentation profiles, bacterial community and predicted metabolic characteristics of Sudangrass (Sorghum sudanense Stapf.) during ensiling.Methods First-cutting Sudangrass was harvested at the vegetative stage and ensiled in Fruit laboratory-scale silos (1 L capacity).Triplicate silos were sampled afte

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A real-world demonstration of machine learning generalizability in the detection of intracranial hemorrhage on head computerized tomography

Abstract Machine learning (ML) holds great promise in transforming healthcare.While published studies have shown the utility of ML models in interpreting medical imaging examinations, these are often evaluated under laboratory settings.The importance of real world evaluation is best illustrated by case studies that have documented successes and fai

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