Accurate drug classification is essential in medical decision-making to ensure patients receive appropriate prescriptions based on their physiological and biochemical characteristics.This study compares the performance of K-Nearest Neighbors (KNN), Support Vector Machine (SVM), and Random Forest models in predicting drug prescriptions using patient
Amyloidosis is a protein deposition disorder in which insoluble fibril structures accumulate in the bodily tissues damaging the organ function.Cardiac amyloidosis is a severe but under-reported medical condition characterized by the accumulation of amyloid in the extracellular area of the myocardium, which results in thickening and stiffening of ve
Migrating marine taxa encounter diverse habitats that differ environmentally and in foraging conditions over a range of spatial scales.We examined body (RNA/DNA, length-weight residuals) and nutritional (fatty acid composition) condition of juvenile sockeye salmon (Oncorhynchus nerka) in British Columbia, while migrating through oceanographically v
During the Deepwater Horizon (DWH) oil spill in the Gulf of Mexico a deep-sea hydrocarbon plume developed resulting in a rapid succession of bacteria.Colwellia eventually supplanted Oceanospirillales, which dominated the plume early in the spill.These successional changes may have resulted, in part, from the changing composition and abundance of hy
The directions of activity of authorities and the state on social security of invalids of war during the Great Patriotic war are analyzed.The authors note that the multiple increase in the number of disabled people since Godzilla the beginning of the Great Patriotic war led to a change in the system of social security and rehabilitation of disabled