Machine Learning in Medical Image Processing Part 2

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Machine Learning (ML) transforms medical imaging by enhancing accuracy, efficiency, and diagnostic capabilities. This content list explores the core applications of ML in various imaging modalities, including detection, segmentation, and disease classification. It also covers recent advancements and future directions in AI-driven medical imaging technologies. • In this video, we will do Medical Image Classification Using Machine Learning • Dataset acquisition and description (Kaggle repository) • Data pre-processing (Resizing, gray scaling, etc.) • Feature extraction (Intensity base features, shape, morphology, texture, frequency...) • Feature selection (Applied 2 feature selection technique) • Model training (Five SOA classifiers) • Evaluation metrics (Compare 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