Step 1 – Image Acquisition
Load the medical image (X-ray, MRI, CT scan) and inspect pixel distribution.
Step 2 – Preprocessing
Grayscale conversion, Gaussian noise reduction, contrast and brightness enhancement.
Step 3 – Segmentation
Otsu thresholding separates tumor/anomaly regions from normal tissue.
Step 4 – Feature Extraction
Extract shape, size, area, location, and texture features from each region.
Step 5 – Classification
Rule-based scoring classifies regions as Normal, Low, Medium, or High anomaly.
Step 6 – Visualization
Final physician report with annotated findings, heatmap, edges, and 3D surface.
Upload Medical Image
Drag & drop or click to select an X-ray, MRI, CT scan, or any medical image
Supports: JPG, PNG, BMP, TIFF
Processing medical image...
1
Acquisition
2
Preprocessing
3
Segmentation
4
Feature Extract
5
Classification
6
Visualization