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Glioma
High Risk
Originates from glial cells. The most common malignant primary brain tumor, representing ~33% of all brain tumors.
Upload an MRI scan and our convolutional neural network instantly classifies it across four categories — Glioma, Meningioma, Pituitary, or No Tumor — with confidence scores.
dataset/glioma/, dataset/meningioma/, etc. and paste images inside.
Supported formats: JPG, PNG, BMP, TIFF, WebP · Max size: 16 MB
Upload an MRI image to see AI analysis results here
Running neural network inference
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Our model is trained to classify MRI scans into the following categories
Originates from glial cells. The most common malignant primary brain tumor, representing ~33% of all brain tumors.
Arises from the meninges. Typically benign and slow-growing, though location can make treatment challenging.
Forms in the pituitary gland at the base of the brain. Can disrupt hormone regulation throughout the body.
No pathological tumor growth detected in the scan. The MRI appears within normal neurological parameters.
Drop your brain MRI image in JPG, PNG, or similar format. The model accepts standard medical imaging exports.
The image is resized to 128×128px, normalized, and passed through a 4-layer convolutional neural network trained on thousands of MRI scans.
Softmax probabilities are computed for all 4 classes. The highest-probability class is returned with confidence scores and clinical context.