Model Detect Brain Tumor
تفاصيل العمل
This AI-powered Brain Tumor Classifier analyzes MRI brain scans and identifies the type of tumor present. It can classify images into four categories: Glioma: Tumor in the brain or spinal cord Meningioma: Tumor originating from the meninges Pituitary Tumor: Tumor in the pituitary gland No Tumor: Normal brain scan The model uses a Convolutional Neural Network trained on preprocessed grayscale MRI images. It provides a confidence score for predictions and visualizes class probabilities and model accuracy using interactive charts. It is designed for educational and research purposes and should not be used as a medical diagnostic tool.
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