Biomedical image processing and pattern recognition (AI & ML) techniques, on MRI and CT-Scan images is used in early diagnostics of disease, which makes abnormalities in the images.

We used various pattern recognition techniques including Artificial Neural networks (ANN), Hidden Markov Model (HMM) and Expectation Maximization (EM) techniques, to diagnose multiple sclerosis using image processing and pattern recognition techniques on brain MRI.

Also, we used Time variant Feature extraction from lung images using ITK toolbox, to diagnose cancer cells from lung images.