hishitm/brain-tumor-segmentation

Brain Tumor Segmentation

High-precision MRI analysis using Fuzzy C-Means and Deep Learning ensembles.

How to use

1. 1.Upload an MRI image (T1, T2, or FLAIR).
2. 2.Wait for preprocessing and segmentation.
3. 3.View the detected tumor mask and classification results.

Model Details

• —Rule-Based Classifier: Provides high-certainty vetoes for artifacts.
• —Deep Learning Ensemble: Uses ResNet50, VGG16, and Multi-task CNNs.
• —Segmentation: Fuzzy C-Means (FCM) for accurate boundary detection.