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Scholars Journal of Applied Medical Sciences | Volume-10 | Issue-03
Comparison of CNN and RNN Approaches for Brain Tumor Detection Using MRI Image Datasets
Zia ullah, Jehanzeb, Anwar ullah, Hanif Ur Rehman, Mewat shah , Fazal ghani
Published: March 31, 2022 | 135 102
DOI: 10.36347/sjams.2022.v10i03.022
Pages: 398-404
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Abstract
Introduction: Heart disease and cancer are the top two killers in the world, but strokes are the third most common cause of death worldwide. Furthermore, one-third of stroke victims are left with long-term disabilities. An Ischemic-strokes account for 80% of all strokes, while hemorrhagic strokes account for 20% of all strokes. Aim of this study:the study was conducted in department of neurology dhq hospital timergira lower dir Pakistan the aim of this study is comparing the haemorrhagic and ischemic stroke patients – analysis of mortality, clinical development and relationship between stroke variables. Methodology: out of 100 patients This study has a descriptive and exploratory design. The current study comprised 100 participants with a known stroke incidence (57 men and 43 women). The difference in statistics between infarct and haemorrhage on demographic and clinical variables was established using univariate and multivariate analysis.. Data analysis: The data on a total of 100 patients with the two types of strokes were evaluated using various statistical tools on clinical and demographic factors. Conclusion: When compared to ischemic stroke, hemorrhagic stroke impacted a younger age group. According to the unilabiate analysis, using spss 2.4 for calculation of sample size and and demographically calculation for stroke patients with a history of hypertension showed a statistically negligible connection between their hypertensive history and the occurrence of the condition.