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Malarial Parasites (MPs) cost life and property every year in significant epidemiological purviews in malaria endemic regions. Treatments of malaria largely follow some traditionally predefined Clinical symptoms, resulting into very lower positive predictive value (ppv) of the tool. The treatment failure cases in malaria accrue from a combination of some undue intervening factors among which very poor entertainment of proper diagnosis with Microscopy of blood samples is very concerning to Roll Back Malaria control strategy of WHO. In this work, blood samples from malarial symptomatic patients...