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The categorization of the newborn scream is a complicated and low-cost method that can provide important clinical information about the newborn's brain condition. The research was primarily focused on the evaluation of typical acoustic parameters and strength of cry signals, as very helpful to categorize the types of pathological infant cries. Early detection of pathological crying in newborns, especially in critical situations , might be useful for improved treatment.