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NeuroCAM-X is presented, a novel explainable hybrid artificial intelligence framework that integrates deep learning-based MRI image analysis with Optical Character Recognition-enabled clinical report interpretation for comprehensive brain tumor diagnosis and addresses critical gaps in medical AI.