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What is Chapter3 Methodology PneumoScan about?

This chapter outlines the research methodology for developing a pneumonia detection system using an Optimized Convolutional Neural Network (CNN) and a Support Vector Machine (SVM) baseline. It details the systematic phases including data acquisition from a publicly available dataset, preprocessing, model development, and performance evaluation. The study employs a quantitative, experimental design and follows the CRISP-DM framework, ensuring reproducibility and scientific rigor in the analysis of chest X-ra

Author

goldconsult52

Language

EN