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53% sensitivity, and 98.82% specificity with HRNet which surpasses the performances of the existing models. Finally, we conclude that our proposed methodology ensures unbiased high accuracy, which increases the probability of incorporating X-Ray images into the diagnosis of the disease.What is the relationship between language and emotion? The work that fills the pages of this special issue draws from interdisciplinary domains to weigh in on the relationship between language and emotion in semantics, cross-linguistic experience, develop